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      "id": "scripts_generate_pptx_fs"
    },
    {
      "label": "path",
      "file_type": "code",
      "source_file": "custom-skills/05-ourdigital-document/code/scripts/generate_pptx.js",
      "source_location": "L8",
      "_origin": "ast",
      "community": 115,
      "norm_label": "path",
      "community_name": "PowerPoint Slide Generator",
      "id": "scripts_generate_pptx_path"
    },
    {
      "label": "PresentationGenerator",
      "file_type": "code",
      "source_file": "custom-skills/05-ourdigital-document/code/scripts/generate_pptx.js",
      "source_location": "L20",
      "_origin": "ast",
      "community": 115,
      "norm_label": "presentationgenerator",
      "community_name": "PowerPoint Slide Generator",
      "id": "scripts_generate_pptx_presentationgenerator"
    },
    {
      "label": ".constructor()",
      "file_type": "code",
      "source_file": "custom-skills/05-ourdigital-document/code/scripts/generate_pptx.js",
      "source_location": "L21",
      "_origin": "ast",
      "community": 115,
      "norm_label": ".constructor()",
      "community_name": "PowerPoint Slide Generator",
      "id": "scripts_generate_pptx_presentationgenerator_constructor"
    },
    {
      "label": ".setupPresentation()",
      "file_type": "code",
      "source_file": "custom-skills/05-ourdigital-document/code/scripts/generate_pptx.js",
      "source_location": "L28",
      "_origin": "ast",
      "community": 115,
      "norm_label": ".setuppresentation()",
      "community_name": "PowerPoint Slide Generator",
      "id": "scripts_generate_pptx_presentationgenerator_setuppresentation"
    },
    {
      "label": ".defineLayouts()",
      "file_type": "code",
      "source_file": "custom-skills/05-ourdigital-document/code/scripts/generate_pptx.js",
      "source_location": "L56",
      "_origin": "ast",
      "community": 115,
      "norm_label": ".definelayouts()",
      "community_name": "PowerPoint Slide Generator",
      "id": "scripts_generate_pptx_presentationgenerator_definelayouts"
    },
    {
      "label": ".generate()",
      "file_type": "code",
      "source_file": "custom-skills/05-ourdigital-document/code/scripts/generate_pptx.js",
      "source_location": "L80",
      "_origin": "ast",
      "community": 115,
      "norm_label": ".generate()",
      "community_name": "PowerPoint Slide Generator",
      "id": "scripts_generate_pptx_presentationgenerator_generate"
    },
    {
      "label": ".createTitleSlide()",
      "file_type": "code",
      "source_file": "custom-skills/05-ourdigital-document/code/scripts/generate_pptx.js",
      "source_location": "L114",
      "_origin": "ast",
      "community": 115,
      "norm_label": ".createtitleslide()",
      "community_name": "PowerPoint Slide Generator",
      "id": "scripts_generate_pptx_presentationgenerator_createtitleslide"
    },
    {
      "label": ".createExecutiveSummarySlide()",
      "file_type": "code",
      "source_file": "custom-skills/05-ourdigital-document/code/scripts/generate_pptx.js",
      "source_location": "L159",
      "_origin": "ast",
      "community": 115,
      "norm_label": ".createexecutivesummaryslide()",
      "community_name": "PowerPoint Slide Generator",
      "id": "scripts_generate_pptx_presentationgenerator_createexecutivesummaryslide"
    },
    {
      "label": ".createAgendaSlide()",
      "file_type": "code",
      "source_file": "custom-skills/05-ourdigital-document/code/scripts/generate_pptx.js",
      "source_location": "L203",
      "_origin": "ast",
      "community": 115,
      "norm_label": ".createagendaslide()",
      "community_name": "PowerPoint Slide Generator",
      "id": "scripts_generate_pptx_presentationgenerator_createagendaslide"
    },
    {
      "label": ".createContentSlide()",
      "file_type": "code",
      "source_file": "custom-skills/05-ourdigital-document/code/scripts/generate_pptx.js",
      "source_location": "L250",
      "_origin": "ast",
      "community": 115,
      "norm_label": ".createcontentslide()",
      "community_name": "PowerPoint Slide Generator",
      "id": "scripts_generate_pptx_presentationgenerator_createcontentslide"
    },
    {
      "label": ".createDataSlide()",
      "file_type": "code",
      "source_file": "custom-skills/05-ourdigital-document/code/scripts/generate_pptx.js",
      "source_location": "L307",
      "_origin": "ast",
      "community": 115,
      "norm_label": ".createdataslide()",
      "community_name": "PowerPoint Slide Generator",
      "id": "scripts_generate_pptx_presentationgenerator_createdataslide"
    },
    {
      "label": ".createRecommendationsSlide()",
      "file_type": "code",
      "source_file": "custom-skills/05-ourdigital-document/code/scripts/generate_pptx.js",
      "source_location": "L346",
      "_origin": "ast",
      "community": 115,
      "norm_label": ".createrecommendationsslide()",
      "community_name": "PowerPoint Slide Generator",
      "id": "scripts_generate_pptx_presentationgenerator_createrecommendationsslide"
    },
    {
      "label": ".createClosingSlide()",
      "file_type": "code",
      "source_file": "custom-skills/05-ourdigital-document/code/scripts/generate_pptx.js",
      "source_location": "L380",
      "_origin": "ast",
      "community": 115,
      "norm_label": ".createclosingslide()",
      "community_name": "PowerPoint Slide Generator",
      "id": "scripts_generate_pptx_presentationgenerator_createclosingslide"
    },
    {
      "label": ".save()",
      "file_type": "code",
      "source_file": "custom-skills/05-ourdigital-document/code/scripts/generate_pptx.js",
      "source_location": "L422",
      "_origin": "ast",
      "community": 115,
      "norm_label": ".save()",
      "community_name": "PowerPoint Slide Generator",
      "id": "scripts_generate_pptx_presentationgenerator_save"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "custom-skills/05-ourdigital-document/code/scripts/generate_pptx.js",
      "source_location": "L434",
      "_origin": "ast",
      "community": 115,
      "norm_label": "main()",
      "community_name": "PowerPoint Slide Generator",
      "id": "scripts_generate_pptx_main"
    },
    {
      "label": "run_workflow.py",
      "file_type": "code",
      "source_file": "custom-skills/05-ourdigital-document/code/scripts/run_workflow.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 250,
      "norm_label": "run_workflow.py",
      "community_name": "Research Workflow Execution",
      "id": "scripts_run_workflow"
    },
    {
      "label": "run_workflow()",
      "file_type": "code",
      "source_file": "custom-skills/05-ourdigital-document/code/scripts/run_workflow.py",
      "source_location": "L14",
      "_origin": "ast",
      "community": 250,
      "norm_label": "run_workflow()",
      "community_name": "Research Workflow Execution",
      "id": "scripts_run_workflow_run_workflow"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "custom-skills/05-ourdigital-document/code/scripts/run_workflow.py",
      "source_location": "L100",
      "_origin": "ast",
      "community": 250,
      "norm_label": "main()",
      "community_name": "Research Workflow Execution",
      "id": "scripts_run_workflow_main"
    },
    {
      "label": "Execute the complete research to presentation workflow          Args:         no",
      "file_type": "rationale",
      "source_file": "custom-skills/05-ourdigital-document/code/scripts/run_workflow.py",
      "source_location": "L15",
      "_origin": "ast",
      "community": 250,
      "norm_label": "execute the complete research to presentation workflow          args:         no",
      "community_name": "Research Workflow Execution",
      "id": "scripts_run_workflow_rationale_15"
    },
    {
      "label": "synthesize_content.py",
      "file_type": "code",
      "source_file": "custom-skills/05-ourdigital-document/code/scripts/synthesize_content.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 52,
      "norm_label": "synthesize_content.py",
      "community_name": "Content Synthesis Engine",
      "id": "scripts_synthesize_content"
    },
    {
      "label": "ContentSynthesizer",
      "file_type": "code",
      "source_file": "custom-skills/05-ourdigital-document/code/scripts/synthesize_content.py",
      "source_location": "L13",
      "_origin": "ast",
      "community": 52,
      "norm_label": "contentsynthesizer",
      "community_name": "Content Synthesis Engine",
      "id": "scripts_synthesize_content_contentsynthesizer"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/05-ourdigital-document/code/scripts/synthesize_content.py",
      "source_location": "L16",
      "_origin": "ast",
      "community": 52,
      "norm_label": ".__init__()",
      "community_name": "Content Synthesis Engine",
      "id": "scripts_synthesize_content_contentsynthesizer_init"
    },
    {
      "label": ".synthesize()",
      "file_type": "code",
      "source_file": "custom-skills/05-ourdigital-document/code/scripts/synthesize_content.py",
      "source_location": "L28",
      "_origin": "ast",
      "community": 52,
      "norm_label": ".synthesize()",
      "community_name": "Content Synthesis Engine",
      "id": "scripts_synthesize_content_contentsynthesizer_synthesize"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "custom-skills/05-ourdigital-document/code/scripts/synthesize_content.py",
      "source_location": "L28",
      "_origin": "ast",
      "community": 52,
      "norm_label": "any",
      "community_name": "Content Synthesis Engine",
      "id": "custom_skills_05_ourdigital_document_code_scripts_synthesize_content_py_any"
    },
    {
      "label": ".extract_metadata()",
      "file_type": "code",
      "source_file": "custom-skills/05-ourdigital-document/code/scripts/synthesize_content.py",
      "source_location": "L40",
      "_origin": "ast",
      "community": 52,
      "norm_label": ".extract_metadata()",
      "community_name": "Content Synthesis Engine",
      "id": "scripts_synthesize_content_contentsynthesizer_extract_metadata"
    },
    {
      "label": ".generate_executive_summary()",
      "file_type": "code",
      "source_file": "custom-skills/05-ourdigital-document/code/scripts/synthesize_content.py",
      "source_location": "L50",
      "_origin": "ast",
      "community": 52,
      "norm_label": ".generate_executive_summary()",
      "community_name": "Content Synthesis Engine",
      "id": "scripts_synthesize_content_contentsynthesizer_generate_executive_summary"
    },
    {
      "label": ".extract_key_topics()",
      "file_type": "code",
      "source_file": "custom-skills/05-ourdigital-document/code/scripts/synthesize_content.py",
      "source_location": "L69",
      "_origin": "ast",
      "community": 52,
      "norm_label": ".extract_key_topics()",
      "community_name": "Content Synthesis Engine",
      "id": "scripts_synthesize_content_contentsynthesizer_extract_key_topics"
    },
    {
      "label": ".calculate_importance()",
      "file_type": "code",
      "source_file": "custom-skills/05-ourdigital-document/code/scripts/synthesize_content.py",
      "source_location": "L100",
      "_origin": "ast",
      "community": 52,
      "norm_label": ".calculate_importance()",
      "community_name": "Content Synthesis Engine",
      "id": "scripts_synthesize_content_contentsynthesizer_calculate_importance"
    },
    {
      "label": ".extract_key_points()",
      "file_type": "code",
      "source_file": "custom-skills/05-ourdigital-document/code/scripts/synthesize_content.py",
      "source_location": "L123",
      "_origin": "ast",
      "community": 52,
      "norm_label": ".extract_key_points()",
      "community_name": "Content Synthesis Engine",
      "id": "scripts_synthesize_content_contentsynthesizer_extract_key_points"
    },
    {
      "label": ".generate_speaker_notes()",
      "file_type": "code",
      "source_file": "custom-skills/05-ourdigital-document/code/scripts/synthesize_content.py",
      "source_location": "L147",
      "_origin": "ast",
      "community": 52,
      "norm_label": ".generate_speaker_notes()",
      "community_name": "Content Synthesis Engine",
      "id": "scripts_synthesize_content_contentsynthesizer_generate_speaker_notes"
    },
    {
      "label": ".derive_agenda_items()",
      "file_type": "code",
      "source_file": "custom-skills/05-ourdigital-document/code/scripts/synthesize_content.py",
      "source_location": "L164",
      "_origin": "ast",
      "community": 52,
      "norm_label": ".derive_agenda_items()",
      "community_name": "Content Synthesis Engine",
      "id": "scripts_synthesize_content_contentsynthesizer_derive_agenda_items"
    },
    {
      "label": ".estimate_duration()",
      "file_type": "code",
      "source_file": "custom-skills/05-ourdigital-document/code/scripts/synthesize_content.py",
      "source_location": "L177",
      "_origin": "ast",
      "community": 52,
      "norm_label": ".estimate_duration()",
      "community_name": "Content Synthesis Engine",
      "id": "scripts_synthesize_content_contentsynthesizer_estimate_duration"
    },
    {
      "label": ".needs_decision()",
      "file_type": "code",
      "source_file": "custom-skills/05-ourdigital-document/code/scripts/synthesize_content.py",
      "source_location": "L192",
      "_origin": "ast",
      "community": 52,
      "norm_label": ".needs_decision()",
      "community_name": "Content Synthesis Engine",
      "id": "scripts_synthesize_content_contentsynthesizer_needs_decision"
    },
    {
      "label": ".collect_supporting_data()",
      "file_type": "code",
      "source_file": "custom-skills/05-ourdigital-document/code/scripts/synthesize_content.py",
      "source_location": "L199",
      "_origin": "ast",
      "community": 52,
      "norm_label": ".collect_supporting_data()",
      "community_name": "Content Synthesis Engine",
      "id": "scripts_synthesize_content_contentsynthesizer_collect_supporting_data"
    },
    {
      "label": ".extract_recommendations()",
      "file_type": "code",
      "source_file": "custom-skills/05-ourdigital-document/code/scripts/synthesize_content.py",
      "source_location": "L213",
      "_origin": "ast",
      "community": 52,
      "norm_label": ".extract_recommendations()",
      "community_name": "Content Synthesis Engine",
      "id": "scripts_synthesize_content_contentsynthesizer_extract_recommendations"
    },
    {
      "label": ".create_slide_plan()",
      "file_type": "code",
      "source_file": "custom-skills/05-ourdigital-document/code/scripts/synthesize_content.py",
      "source_location": "L236",
      "_origin": "ast",
      "community": 52,
      "norm_label": ".create_slide_plan()",
      "community_name": "Content Synthesis Engine",
      "id": "scripts_synthesize_content_contentsynthesizer_create_slide_plan"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "custom-skills/05-ourdigital-document/code/scripts/synthesize_content.py",
      "source_location": "L329",
      "_origin": "ast",
      "community": 52,
      "norm_label": "main()",
      "community_name": "Content Synthesis Engine",
      "id": "scripts_synthesize_content_main"
    },
    {
      "label": "Analyzes research and generates presentation structure",
      "file_type": "rationale",
      "source_file": "custom-skills/05-ourdigital-document/code/scripts/synthesize_content.py",
      "source_location": "L14",
      "_origin": "ast",
      "community": 52,
      "norm_label": "analyzes research and generates presentation structure",
      "community_name": "Content Synthesis Engine",
      "id": "scripts_synthesize_content_rationale_14"
    },
    {
      "label": "Execute complete synthesis pipeline",
      "file_type": "rationale",
      "source_file": "custom-skills/05-ourdigital-document/code/scripts/synthesize_content.py",
      "source_location": "L29",
      "_origin": "ast",
      "community": 52,
      "norm_label": "execute complete synthesis pipeline",
      "community_name": "Content Synthesis Engine",
      "id": "scripts_synthesize_content_rationale_29"
    },
    {
      "label": "Extract presentation metadata from research",
      "file_type": "rationale",
      "source_file": "custom-skills/05-ourdigital-document/code/scripts/synthesize_content.py",
      "source_location": "L41",
      "_origin": "ast",
      "community": 52,
      "norm_label": "extract presentation metadata from research",
      "community_name": "Content Synthesis Engine",
      "id": "scripts_synthesize_content_rationale_41"
    },
    {
      "label": "Create concise executive summary",
      "file_type": "rationale",
      "source_file": "custom-skills/05-ourdigital-document/code/scripts/synthesize_content.py",
      "source_location": "L51",
      "_origin": "ast",
      "community": 52,
      "norm_label": "create concise executive summary",
      "community_name": "Content Synthesis Engine",
      "id": "scripts_synthesize_content_rationale_51"
    },
    {
      "label": "Identify main topics from research",
      "file_type": "rationale",
      "source_file": "custom-skills/05-ourdigital-document/code/scripts/synthesize_content.py",
      "source_location": "L70",
      "_origin": "ast",
      "community": 52,
      "norm_label": "identify main topics from research",
      "community_name": "Content Synthesis Engine",
      "id": "scripts_synthesize_content_rationale_70"
    },
    {
      "label": "Calculate topic importance score",
      "file_type": "rationale",
      "source_file": "custom-skills/05-ourdigital-document/code/scripts/synthesize_content.py",
      "source_location": "L101",
      "_origin": "ast",
      "community": 52,
      "norm_label": "calculate topic importance score",
      "community_name": "Content Synthesis Engine",
      "id": "scripts_synthesize_content_rationale_101"
    },
    {
      "label": "Extract bullet points from section content",
      "file_type": "rationale",
      "source_file": "custom-skills/05-ourdigital-document/code/scripts/synthesize_content.py",
      "source_location": "L124",
      "_origin": "ast",
      "community": 52,
      "norm_label": "extract bullet points from section content",
      "community_name": "Content Synthesis Engine",
      "id": "scripts_synthesize_content_rationale_124"
    },
    {
      "label": "Generate speaker notes for section",
      "file_type": "rationale",
      "source_file": "custom-skills/05-ourdigital-document/code/scripts/synthesize_content.py",
      "source_location": "L148",
      "_origin": "ast",
      "community": 52,
      "norm_label": "generate speaker notes for section",
      "community_name": "Content Synthesis Engine",
      "id": "scripts_synthesize_content_rationale_148"
    },
    {
      "label": "Generate meeting agenda from topics",
      "file_type": "rationale",
      "source_file": "custom-skills/05-ourdigital-document/code/scripts/synthesize_content.py",
      "source_location": "L165",
      "_origin": "ast",
      "community": 52,
      "norm_label": "generate meeting agenda from topics",
      "community_name": "Content Synthesis Engine",
      "id": "scripts_synthesize_content_rationale_165"
    },
    {
      "label": "Estimate discussion time in minutes",
      "file_type": "rationale",
      "source_file": "custom-skills/05-ourdigital-document/code/scripts/synthesize_content.py",
      "source_location": "L178",
      "_origin": "ast",
      "community": 52,
      "norm_label": "estimate discussion time in minutes",
      "community_name": "Content Synthesis Engine",
      "id": "scripts_synthesize_content_rationale_178"
    },
    {
      "label": "Check if topic requires a decision",
      "file_type": "rationale",
      "source_file": "custom-skills/05-ourdigital-document/code/scripts/synthesize_content.py",
      "source_location": "L193",
      "_origin": "ast",
      "community": 52,
      "norm_label": "check if topic requires a decision",
      "community_name": "Content Synthesis Engine",
      "id": "scripts_synthesize_content_rationale_193"
    },
    {
      "label": "Aggregate all data points from research",
      "file_type": "rationale",
      "source_file": "custom-skills/05-ourdigital-document/code/scripts/synthesize_content.py",
      "source_location": "L200",
      "_origin": "ast",
      "community": 52,
      "norm_label": "aggregate all data points from research",
      "community_name": "Content Synthesis Engine",
      "id": "scripts_synthesize_content_rationale_200"
    },
    {
      "label": "Extract actionable recommendations",
      "file_type": "rationale",
      "source_file": "custom-skills/05-ourdigital-document/code/scripts/synthesize_content.py",
      "source_location": "L214",
      "_origin": "ast",
      "community": 52,
      "norm_label": "extract actionable recommendations",
      "community_name": "Content Synthesis Engine",
      "id": "scripts_synthesize_content_rationale_214"
    },
    {
      "label": "Generate detailed slide-by-slide plan",
      "file_type": "rationale",
      "source_file": "custom-skills/05-ourdigital-document/code/scripts/synthesize_content.py",
      "source_location": "L237",
      "_origin": "ast",
      "community": 52,
      "norm_label": "generate detailed slide-by-slide plan",
      "community_name": "Content Synthesis Engine",
      "id": "scripts_synthesize_content_rationale_237"
    },
    {
      "label": "generate_prompt.py",
      "file_type": "code",
      "source_file": "custom-skills/06-ourdigital-designer/code/scripts/generate_prompt.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 205,
      "norm_label": "generate_prompt.py",
      "community_name": "Visual Prompt Generator",
      "id": "scripts_generate_prompt"
    },
    {
      "label": "VisualPromptGenerator",
      "file_type": "code",
      "source_file": "custom-skills/06-ourdigital-designer/code/scripts/generate_prompt.py",
      "source_location": "L11",
      "_origin": "ast",
      "community": 205,
      "norm_label": "visualpromptgenerator",
      "community_name": "Visual Prompt Generator",
      "id": "scripts_generate_prompt_visualpromptgenerator"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/06-ourdigital-designer/code/scripts/generate_prompt.py",
      "source_location": "L12",
      "_origin": "ast",
      "community": 205,
      "norm_label": ".__init__()",
      "community_name": "Visual Prompt Generator",
      "id": "scripts_generate_prompt_visualpromptgenerator_init"
    },
    {
      "label": ".generate_prompt()",
      "file_type": "code",
      "source_file": "custom-skills/06-ourdigital-designer/code/scripts/generate_prompt.py",
      "source_location": "L43",
      "_origin": "ast",
      "community": 205,
      "norm_label": ".generate_prompt()",
      "community_name": "Visual Prompt Generator",
      "id": "scripts_generate_prompt_visualpromptgenerator_generate_prompt"
    },
    {
      "label": ".generate_variations()",
      "file_type": "code",
      "source_file": "custom-skills/06-ourdigital-designer/code/scripts/generate_prompt.py",
      "source_location": "L118",
      "_origin": "ast",
      "community": 205,
      "norm_label": ".generate_variations()",
      "community_name": "Visual Prompt Generator",
      "id": "scripts_generate_prompt_visualpromptgenerator_generate_variations"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "custom-skills/06-ourdigital-designer/code/scripts/generate_prompt.py",
      "source_location": "L137",
      "_origin": "ast",
      "community": 205,
      "norm_label": "main()",
      "community_name": "Visual Prompt Generator",
      "id": "scripts_generate_prompt_main"
    },
    {
      "label": "Generate a sophisticated image prompt for OurDigital blog                  Args:",
      "file_type": "rationale",
      "source_file": "custom-skills/06-ourdigital-designer/code/scripts/generate_prompt.py",
      "source_location": "L51",
      "_origin": "ast",
      "community": 205,
      "norm_label": "generate a sophisticated image prompt for ourdigital blog                  args:",
      "community_name": "Visual Prompt Generator",
      "id": "scripts_generate_prompt_rationale_51"
    },
    {
      "label": "Generate multiple prompt variations for the same topic",
      "file_type": "rationale",
      "source_file": "custom-skills/06-ourdigital-designer/code/scripts/generate_prompt.py",
      "source_location": "L119",
      "_origin": "ast",
      "community": 205,
      "norm_label": "generate multiple prompt variations for the same topic",
      "community_name": "Visual Prompt Generator",
      "id": "scripts_generate_prompt_rationale_119"
    },
    {
      "label": "mood_calibrator.py",
      "file_type": "code",
      "source_file": "custom-skills/06-ourdigital-designer/code/scripts/mood_calibrator.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 150,
      "norm_label": "mood_calibrator.py",
      "community_name": "Image Mood Calibrator",
      "id": "scripts_mood_calibrator"
    },
    {
      "label": "MoodCalibrator",
      "file_type": "code",
      "source_file": "custom-skills/06-ourdigital-designer/code/scripts/mood_calibrator.py",
      "source_location": "L11",
      "_origin": "ast",
      "community": 150,
      "norm_label": "moodcalibrator",
      "community_name": "Image Mood Calibrator",
      "id": "scripts_mood_calibrator_moodcalibrator"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/06-ourdigital-designer/code/scripts/mood_calibrator.py",
      "source_location": "L12",
      "_origin": "ast",
      "community": 150,
      "norm_label": ".__init__()",
      "community_name": "Image Mood Calibrator",
      "id": "scripts_mood_calibrator_moodcalibrator_init"
    },
    {
      "label": ".calibrate()",
      "file_type": "code",
      "source_file": "custom-skills/06-ourdigital-designer/code/scripts/mood_calibrator.py",
      "source_location": "L59",
      "_origin": "ast",
      "community": 150,
      "norm_label": ".calibrate()",
      "community_name": "Image Mood Calibrator",
      "id": "scripts_mood_calibrator_moodcalibrator_calibrate"
    },
    {
      "label": ".generate_modifier_text()",
      "file_type": "code",
      "source_file": "custom-skills/06-ourdigital-designer/code/scripts/mood_calibrator.py",
      "source_location": "L79",
      "_origin": "ast",
      "community": 150,
      "norm_label": ".generate_modifier_text()",
      "community_name": "Image Mood Calibrator",
      "id": "scripts_mood_calibrator_moodcalibrator_generate_modifier_text"
    },
    {
      "label": ".suggest_color_temperature()",
      "file_type": "code",
      "source_file": "custom-skills/06-ourdigital-designer/code/scripts/mood_calibrator.py",
      "source_location": "L133",
      "_origin": "ast",
      "community": 150,
      "norm_label": ".suggest_color_temperature()",
      "community_name": "Image Mood Calibrator",
      "id": "scripts_mood_calibrator_moodcalibrator_suggest_color_temperature"
    },
    {
      "label": ".export_for_prompt()",
      "file_type": "code",
      "source_file": "custom-skills/06-ourdigital-designer/code/scripts/mood_calibrator.py",
      "source_location": "L157",
      "_origin": "ast",
      "community": 150,
      "norm_label": ".export_for_prompt()",
      "community_name": "Image Mood Calibrator",
      "id": "scripts_mood_calibrator_moodcalibrator_export_for_prompt"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "custom-skills/06-ourdigital-designer/code/scripts/mood_calibrator.py",
      "source_location": "L157",
      "_origin": "ast",
      "community": 150,
      "norm_label": "any",
      "community_name": "Image Mood Calibrator",
      "id": "custom_skills_06_ourdigital_designer_code_scripts_mood_calibrator_py_any"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "custom-skills/06-ourdigital-designer/code/scripts/mood_calibrator.py",
      "source_location": "L175",
      "_origin": "ast",
      "community": 150,
      "norm_label": "main()",
      "community_name": "Image Mood Calibrator",
      "id": "scripts_mood_calibrator_main"
    },
    {
      "label": "Get calibrated mood parameters                  Args:             preset: Base p",
      "file_type": "rationale",
      "source_file": "custom-skills/06-ourdigital-designer/code/scripts/mood_calibrator.py",
      "source_location": "L60",
      "_origin": "ast",
      "community": 150,
      "norm_label": "get calibrated mood parameters                  args:             preset: base p",
      "community_name": "Image Mood Calibrator",
      "id": "scripts_mood_calibrator_rationale_60"
    },
    {
      "label": "Generate text modifiers based on parameters                  Args:             p",
      "file_type": "rationale",
      "source_file": "custom-skills/06-ourdigital-designer/code/scripts/mood_calibrator.py",
      "source_location": "L80",
      "_origin": "ast",
      "community": 150,
      "norm_label": "generate text modifiers based on parameters                  args:             p",
      "community_name": "Image Mood Calibrator",
      "id": "scripts_mood_calibrator_rationale_80"
    },
    {
      "label": "Suggest color temperature based on parameters                  Args:",
      "file_type": "rationale",
      "source_file": "custom-skills/06-ourdigital-designer/code/scripts/mood_calibrator.py",
      "source_location": "L134",
      "_origin": "ast",
      "community": 150,
      "norm_label": "suggest color temperature based on parameters                  args:",
      "community_name": "Image Mood Calibrator",
      "id": "scripts_mood_calibrator_rationale_134"
    },
    {
      "label": "Export parameters in a format ready for prompt generation                  Args:",
      "file_type": "rationale",
      "source_file": "custom-skills/06-ourdigital-designer/code/scripts/mood_calibrator.py",
      "source_location": "L158",
      "_origin": "ast",
      "community": 150,
      "norm_label": "export parameters in a format ready for prompt generation                  args:",
      "community_name": "Image Mood Calibrator",
      "id": "scripts_mood_calibrator_rationale_158"
    },
    {
      "label": "init_skill.py",
      "file_type": "code",
      "source_file": "custom-skills/10-ourdigital-skill-creator/shared/scripts/init_skill.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 240,
      "norm_label": "init_skill.py",
      "community_name": "Skill Directory Creation",
      "id": "custom_skills_10_ourdigital_skill_creator_shared_scripts_init_skill_py_scripts_init_skill"
    },
    {
      "label": "create_skill()",
      "file_type": "code",
      "source_file": "custom-skills/10-ourdigital-skill-creator/shared/scripts/init_skill.py",
      "source_location": "L117",
      "_origin": "ast",
      "community": 240,
      "norm_label": "create_skill()",
      "community_name": "Skill Directory Creation",
      "id": "scripts_init_skill_create_skill"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "custom-skills/10-ourdigital-skill-creator/shared/scripts/init_skill.py",
      "source_location": "L193",
      "_origin": "ast",
      "community": 240,
      "norm_label": "main()",
      "community_name": "Skill Directory Creation",
      "id": "custom_skills_10_ourdigital_skill_creator_shared_scripts_init_skill_py_scripts_init_skill_main"
    },
    {
      "label": "Create a new skill directory structure.",
      "file_type": "rationale",
      "source_file": "custom-skills/10-ourdigital-skill-creator/shared/scripts/init_skill.py",
      "source_location": "L118",
      "_origin": "ast",
      "community": 240,
      "norm_label": "create a new skill directory structure.",
      "community_name": "Skill Directory Creation",
      "id": "scripts_init_skill_rationale_118"
    },
    {
      "label": "validate_skill.py",
      "file_type": "code",
      "source_file": "custom-skills/10-ourdigital-skill-creator/shared/scripts/validate_skill.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 107,
      "norm_label": "validate_skill.py",
      "community_name": "Skill Validation Tool",
      "id": "scripts_validate_skill"
    },
    {
      "label": "SkillValidator",
      "file_type": "code",
      "source_file": "custom-skills/10-ourdigital-skill-creator/shared/scripts/validate_skill.py",
      "source_location": "L15",
      "_origin": "ast",
      "community": 107,
      "norm_label": "skillvalidator",
      "community_name": "Skill Validation Tool",
      "id": "scripts_validate_skill_skillvalidator"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/10-ourdigital-skill-creator/shared/scripts/validate_skill.py",
      "source_location": "L16",
      "_origin": "ast",
      "community": 107,
      "norm_label": ".__init__()",
      "community_name": "Skill Validation Tool",
      "id": "scripts_validate_skill_skillvalidator_init"
    },
    {
      "label": "Path",
      "file_type": "code",
      "source_file": "custom-skills/10-ourdigital-skill-creator/shared/scripts/validate_skill.py",
      "source_location": "L16",
      "_origin": "ast",
      "community": 107,
      "norm_label": "path",
      "community_name": "Skill Validation Tool",
      "id": "custom_skills_10_ourdigital_skill_creator_shared_scripts_validate_skill_py_path"
    },
    {
      "label": ".validate()",
      "file_type": "code",
      "source_file": "custom-skills/10-ourdigital-skill-creator/shared/scripts/validate_skill.py",
      "source_location": "L21",
      "_origin": "ast",
      "community": 107,
      "norm_label": ".validate()",
      "community_name": "Skill Validation Tool",
      "id": "scripts_validate_skill_skillvalidator_validate"
    },
    {
      "label": "._check_directory_structure()",
      "file_type": "code",
      "source_file": "custom-skills/10-ourdigital-skill-creator/shared/scripts/validate_skill.py",
      "source_location": "L31",
      "_origin": "ast",
      "community": 107,
      "norm_label": "._check_directory_structure()",
      "community_name": "Skill Validation Tool",
      "id": "scripts_validate_skill_skillvalidator_check_directory_structure"
    },
    {
      "label": "._check_skill_files()",
      "file_type": "code",
      "source_file": "custom-skills/10-ourdigital-skill-creator/shared/scripts/validate_skill.py",
      "source_location": "L51",
      "_origin": "ast",
      "community": 107,
      "norm_label": "._check_skill_files()",
      "community_name": "Skill Validation Tool",
      "id": "scripts_validate_skill_skillvalidator_check_skill_files"
    },
    {
      "label": "._check_frontmatter()",
      "file_type": "code",
      "source_file": "custom-skills/10-ourdigital-skill-creator/shared/scripts/validate_skill.py",
      "source_location": "L62",
      "_origin": "ast",
      "community": 107,
      "norm_label": "._check_frontmatter()",
      "community_name": "Skill Validation Tool",
      "id": "scripts_validate_skill_skillvalidator_check_frontmatter"
    },
    {
      "label": "._check_content_length()",
      "file_type": "code",
      "source_file": "custom-skills/10-ourdigital-skill-creator/shared/scripts/validate_skill.py",
      "source_location": "L82",
      "_origin": "ast",
      "community": 107,
      "norm_label": "._check_content_length()",
      "community_name": "Skill Validation Tool",
      "id": "scripts_validate_skill_skillvalidator_check_content_length"
    },
    {
      "label": "._check_ourdigital_triggers()",
      "file_type": "code",
      "source_file": "custom-skills/10-ourdigital-skill-creator/shared/scripts/validate_skill.py",
      "source_location": "L106",
      "_origin": "ast",
      "community": 107,
      "norm_label": "._check_ourdigital_triggers()",
      "community_name": "Skill Validation Tool",
      "id": "scripts_validate_skill_skillvalidator_check_ourdigital_triggers"
    },
    {
      "label": ".report()",
      "file_type": "code",
      "source_file": "custom-skills/10-ourdigital-skill-creator/shared/scripts/validate_skill.py",
      "source_location": "L121",
      "_origin": "ast",
      "community": 107,
      "norm_label": ".report()",
      "community_name": "Skill Validation Tool",
      "id": "scripts_validate_skill_skillvalidator_report"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "custom-skills/10-ourdigital-skill-creator/shared/scripts/validate_skill.py",
      "source_location": "L146",
      "_origin": "ast",
      "community": 107,
      "norm_label": "main()",
      "community_name": "Skill Validation Tool",
      "id": "scripts_validate_skill_main"
    },
    {
      "label": "Verify required directories exist.",
      "file_type": "rationale",
      "source_file": "custom-skills/10-ourdigital-skill-creator/shared/scripts/validate_skill.py",
      "source_location": "L32",
      "_origin": "ast",
      "community": 107,
      "norm_label": "verify required directories exist.",
      "community_name": "Skill Validation Tool",
      "id": "scripts_validate_skill_rationale_32"
    },
    {
      "label": "Verify SKILL.md files exist.",
      "file_type": "rationale",
      "source_file": "custom-skills/10-ourdigital-skill-creator/shared/scripts/validate_skill.py",
      "source_location": "L52",
      "_origin": "ast",
      "community": 107,
      "norm_label": "verify skill.md files exist.",
      "community_name": "Skill Validation Tool",
      "id": "scripts_validate_skill_rationale_52"
    },
    {
      "label": "Verify YAML frontmatter in SKILL.md files.",
      "file_type": "rationale",
      "source_file": "custom-skills/10-ourdigital-skill-creator/shared/scripts/validate_skill.py",
      "source_location": "L63",
      "_origin": "ast",
      "community": 107,
      "norm_label": "verify yaml frontmatter in skill.md files.",
      "community_name": "Skill Validation Tool",
      "id": "scripts_validate_skill_rationale_63"
    },
    {
      "label": "Verify SKILL.md body is within word limit.",
      "file_type": "rationale",
      "source_file": "custom-skills/10-ourdigital-skill-creator/shared/scripts/validate_skill.py",
      "source_location": "L83",
      "_origin": "ast",
      "community": 107,
      "norm_label": "verify skill.md body is within word limit.",
      "community_name": "Skill Validation Tool",
      "id": "scripts_validate_skill_rationale_83"
    },
    {
      "label": "Verify 'ourdigital' keyword in triggers.",
      "file_type": "rationale",
      "source_file": "custom-skills/10-ourdigital-skill-creator/shared/scripts/validate_skill.py",
      "source_location": "L107",
      "_origin": "ast",
      "community": 107,
      "norm_label": "verify 'ourdigital' keyword in triggers.",
      "community_name": "Skill Validation Tool",
      "id": "scripts_validate_skill_rationale_107"
    },
    {
      "label": "Print validation report.",
      "file_type": "rationale",
      "source_file": "custom-skills/10-ourdigital-skill-creator/shared/scripts/validate_skill.py",
      "source_location": "L122",
      "_origin": "ast",
      "community": 107,
      "norm_label": "print validation report.",
      "community_name": "Skill Validation Tool",
      "id": "scripts_validate_skill_rationale_122"
    },
    {
      "label": "seo_audit_orchestrator.py",
      "file_type": "code",
      "source_file": "custom-skills/11-seo-comprehensive-audit/code/scripts/seo_audit_orchestrator.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 124,
      "norm_label": "seo_audit_orchestrator.py",
      "community_name": "SEO Health Orchestrator",
      "id": "scripts_seo_audit_orchestrator"
    },
    {
      "label": "get_repo_root()",
      "file_type": "code",
      "source_file": "custom-skills/11-seo-comprehensive-audit/code/scripts/seo_audit_orchestrator.py",
      "source_location": "L43",
      "_origin": "ast",
      "community": 124,
      "norm_label": "get_repo_root()",
      "community_name": "SEO Health Orchestrator",
      "id": "scripts_seo_audit_orchestrator_get_repo_root"
    },
    {
      "label": "run_script()",
      "file_type": "code",
      "source_file": "custom-skills/11-seo-comprehensive-audit/code/scripts/seo_audit_orchestrator.py",
      "source_location": "L62",
      "_origin": "ast",
      "community": 124,
      "norm_label": "run_script()",
      "community_name": "SEO Health Orchestrator",
      "id": "scripts_seo_audit_orchestrator_run_script"
    },
    {
      "label": "extract_score()",
      "file_type": "code",
      "source_file": "custom-skills/11-seo-comprehensive-audit/code/scripts/seo_audit_orchestrator.py",
      "source_location": "L109",
      "_origin": "ast",
      "community": 124,
      "norm_label": "extract_score()",
      "community_name": "SEO Health Orchestrator",
      "id": "scripts_seo_audit_orchestrator_extract_score"
    },
    {
      "label": "extract_issues()",
      "file_type": "code",
      "source_file": "custom-skills/11-seo-comprehensive-audit/code/scripts/seo_audit_orchestrator.py",
      "source_location": "L124",
      "_origin": "ast",
      "community": 124,
      "norm_label": "extract_issues()",
      "community_name": "SEO Health Orchestrator",
      "id": "scripts_seo_audit_orchestrator_extract_issues"
    },
    {
      "label": "compute_health_score()",
      "file_type": "code",
      "source_file": "custom-skills/11-seo-comprehensive-audit/code/scripts/seo_audit_orchestrator.py",
      "source_location": "L133",
      "_origin": "ast",
      "community": 124,
      "norm_label": "compute_health_score()",
      "community_name": "SEO Health Orchestrator",
      "id": "scripts_seo_audit_orchestrator_compute_health_score"
    },
    {
      "label": "get_grade()",
      "file_type": "code",
      "source_file": "custom-skills/11-seo-comprehensive-audit/code/scripts/seo_audit_orchestrator.py",
      "source_location": "L152",
      "_origin": "ast",
      "community": 124,
      "norm_label": "get_grade()",
      "community_name": "SEO Health Orchestrator",
      "id": "scripts_seo_audit_orchestrator_get_grade"
    },
    {
      "label": "get_priority()",
      "file_type": "code",
      "source_file": "custom-skills/11-seo-comprehensive-audit/code/scripts/seo_audit_orchestrator.py",
      "source_location": "L160",
      "_origin": "ast",
      "community": 124,
      "norm_label": "get_priority()",
      "community_name": "SEO Health Orchestrator",
      "id": "scripts_seo_audit_orchestrator_get_priority"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "custom-skills/11-seo-comprehensive-audit/code/scripts/seo_audit_orchestrator.py",
      "source_location": "L171",
      "_origin": "ast",
      "community": 124,
      "norm_label": "main()",
      "community_name": "SEO Health Orchestrator",
      "id": "scripts_seo_audit_orchestrator_main"
    },
    {
      "label": "Find the git repository root.",
      "file_type": "rationale",
      "source_file": "custom-skills/11-seo-comprehensive-audit/code/scripts/seo_audit_orchestrator.py",
      "source_location": "L44",
      "_origin": "ast",
      "community": 124,
      "norm_label": "find the git repository root.",
      "community_name": "SEO Health Orchestrator",
      "id": "scripts_seo_audit_orchestrator_rationale_44"
    },
    {
      "label": "Run a sub-skill script and return parsed JSON output.",
      "file_type": "rationale",
      "source_file": "custom-skills/11-seo-comprehensive-audit/code/scripts/seo_audit_orchestrator.py",
      "source_location": "L63",
      "_origin": "ast",
      "community": 124,
      "norm_label": "run a sub-skill script and return parsed json output.",
      "community_name": "SEO Health Orchestrator",
      "id": "scripts_seo_audit_orchestrator_rationale_63"
    },
    {
      "label": "Extract a 0-100 score from a sub-skill result.",
      "file_type": "rationale",
      "source_file": "custom-skills/11-seo-comprehensive-audit/code/scripts/seo_audit_orchestrator.py",
      "source_location": "L110",
      "_origin": "ast",
      "community": 124,
      "norm_label": "extract a 0-100 score from a sub-skill result.",
      "community_name": "SEO Health Orchestrator",
      "id": "scripts_seo_audit_orchestrator_rationale_110"
    },
    {
      "label": "Extract issues list from a sub-skill result.",
      "file_type": "rationale",
      "source_file": "custom-skills/11-seo-comprehensive-audit/code/scripts/seo_audit_orchestrator.py",
      "source_location": "L125",
      "_origin": "ast",
      "community": 124,
      "norm_label": "extract issues list from a sub-skill result.",
      "community_name": "SEO Health Orchestrator",
      "id": "scripts_seo_audit_orchestrator_rationale_125"
    },
    {
      "label": "Compute weighted health score, redistributing skipped stage weights.",
      "file_type": "rationale",
      "source_file": "custom-skills/11-seo-comprehensive-audit/code/scripts/seo_audit_orchestrator.py",
      "source_location": "L134",
      "_origin": "ast",
      "community": 124,
      "norm_label": "compute weighted health score, redistributing skipped stage weights.",
      "community_name": "SEO Health Orchestrator",
      "id": "scripts_seo_audit_orchestrator_rationale_134"
    },
    {
      "label": "Return grade and status for a given score.",
      "file_type": "rationale",
      "source_file": "custom-skills/11-seo-comprehensive-audit/code/scripts/seo_audit_orchestrator.py",
      "source_location": "L153",
      "_origin": "ast",
      "community": 124,
      "norm_label": "return grade and status for a given score.",
      "community_name": "SEO Health Orchestrator",
      "id": "scripts_seo_audit_orchestrator_rationale_153"
    },
    {
      "label": "Return Notion priority based on health score.",
      "file_type": "rationale",
      "source_file": "custom-skills/11-seo-comprehensive-audit/code/scripts/seo_audit_orchestrator.py",
      "source_location": "L161",
      "_origin": "ast",
      "community": 124,
      "norm_label": "return notion priority based on health score.",
      "community_name": "SEO Health Orchestrator",
      "id": "scripts_seo_audit_orchestrator_rationale_161"
    },
    {
      "label": "base_client.py",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/base_client.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 98,
      "norm_label": "base_client.py",
      "community_name": "Rate Limited Client",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_base_client_py_scripts_base_client"
    },
    {
      "label": "RateLimiter",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/base_client.py",
      "source_location": "L35",
      "_origin": "ast",
      "community": 98,
      "norm_label": "ratelimiter",
      "community_name": "Rate Limited Client",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_base_client_py_scripts_base_client_ratelimiter"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/base_client.py",
      "source_location": "L38",
      "_origin": "ast",
      "community": 98,
      "norm_label": ".__init__()",
      "community_name": "Rate Limited Client",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_base_client_py_scripts_base_client_ratelimiter_init"
    },
    {
      "label": ".acquire()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/base_client.py",
      "source_location": "L52",
      "_origin": "ast",
      "community": 98,
      "norm_label": ".acquire()",
      "community_name": "Rate Limited Client",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_base_client_py_scripts_base_client_ratelimiter_acquire"
    },
    {
      "label": "BaseAsyncClient",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/base_client.py",
      "source_location": "L68",
      "_origin": "ast",
      "community": 98,
      "norm_label": "baseasyncclient",
      "community_name": "Rate Limited Client",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_base_client_py_scripts_base_client_baseasyncclient"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/base_client.py",
      "source_location": "L71",
      "_origin": "ast",
      "community": 98,
      "norm_label": ".__init__()",
      "community_name": "Rate Limited Client",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_base_client_py_scripts_base_client_baseasyncclient_init"
    },
    {
      "label": "Logger",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/base_client.py",
      "source_location": "L71",
      "_origin": "ast",
      "community": 98,
      "norm_label": "logger",
      "community_name": "Rate Limited Client",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_base_client_py_logger"
    },
    {
      "label": "._rate_limited_request()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/base_client.py",
      "source_location": "L100",
      "_origin": "ast",
      "community": 98,
      "norm_label": "._rate_limited_request()",
      "community_name": "Rate Limited Client",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_base_client_py_scripts_base_client_baseasyncclient_rate_limited_request"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/base_client.py",
      "source_location": "L100",
      "_origin": "ast",
      "community": 98,
      "norm_label": "any",
      "community_name": "Rate Limited Client",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_base_client_py_any"
    },
    {
      "label": ".batch_requests()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/base_client.py",
      "source_location": "L117",
      "_origin": "ast",
      "community": 98,
      "norm_label": ".batch_requests()",
      "community_name": "Rate Limited Client",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_base_client_py_scripts_base_client_baseasyncclient_batch_requests"
    },
    {
      "label": ".print_stats()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/base_client.py",
      "source_location": "L146",
      "_origin": "ast",
      "community": 98,
      "norm_label": ".print_stats()",
      "community_name": "Rate Limited Client",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_base_client_py_scripts_base_client_baseasyncclient_print_stats"
    },
    {
      "label": "ConfigManager",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/base_client.py",
      "source_location": "L156",
      "_origin": "ast",
      "community": 111,
      "norm_label": "configmanager",
      "community_name": "Google API Credentials",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_base_client_py_scripts_base_client_configmanager"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/base_client.py",
      "source_location": "L159",
      "_origin": "ast",
      "community": 111,
      "norm_label": ".__init__()",
      "community_name": "Google API Credentials",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_base_client_py_scripts_base_client_configmanager_init"
    },
    {
      "label": ".google_credentials_path()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/base_client.py",
      "source_location": "L163",
      "_origin": "ast",
      "community": 111,
      "norm_label": ".google_credentials_path()",
      "community_name": "Google API Credentials",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_base_client_py_scripts_base_client_configmanager_google_credentials_path"
    },
    {
      "label": ".pagespeed_api_key()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/base_client.py",
      "source_location": "L172",
      "_origin": "ast",
      "community": 111,
      "norm_label": ".pagespeed_api_key()",
      "community_name": "Google API Credentials",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_base_client_py_scripts_base_client_configmanager_pagespeed_api_key"
    },
    {
      "label": ".custom_search_api_key()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/base_client.py",
      "source_location": "L177",
      "_origin": "ast",
      "community": 111,
      "norm_label": ".custom_search_api_key()",
      "community_name": "Google API Credentials",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_base_client_py_scripts_base_client_configmanager_custom_search_api_key"
    },
    {
      "label": ".custom_search_engine_id()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/base_client.py",
      "source_location": "L182",
      "_origin": "ast",
      "community": 111,
      "norm_label": ".custom_search_engine_id()",
      "community_name": "Google API Credentials",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_base_client_py_scripts_base_client_configmanager_custom_search_engine_id"
    },
    {
      "label": ".notion_token()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/base_client.py",
      "source_location": "L187",
      "_origin": "ast",
      "community": 111,
      "norm_label": ".notion_token()",
      "community_name": "Google API Credentials",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_base_client_py_scripts_base_client_configmanager_notion_token"
    },
    {
      "label": ".validate_google_credentials()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/base_client.py",
      "source_location": "L191",
      "_origin": "ast",
      "community": 111,
      "norm_label": ".validate_google_credentials()",
      "community_name": "Google API Credentials",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_base_client_py_scripts_base_client_configmanager_validate_google_credentials"
    },
    {
      "label": ".get_required()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/base_client.py",
      "source_location": "L198",
      "_origin": "ast",
      "community": 111,
      "norm_label": ".get_required()",
      "community_name": "Google API Credentials",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_base_client_py_scripts_base_client_configmanager_get_required"
    },
    {
      "label": "Base Client - Shared async client utilities ====================================",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/base_client.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 98,
      "norm_label": "base client - shared async client utilities ====================================",
      "community_name": "Rate Limited Client",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_base_client_py_scripts_base_client_rationale_1"
    },
    {
      "label": "Rate limiter using token bucket algorithm.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/base_client.py",
      "source_location": "L36",
      "_origin": "ast",
      "community": 98,
      "norm_label": "rate limiter using token bucket algorithm.",
      "community_name": "Rate Limited Client",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_base_client_py_scripts_base_client_rationale_36"
    },
    {
      "label": "Initialize rate limiter.          Args:             rate: Number of requests all",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/base_client.py",
      "source_location": "L39",
      "_origin": "ast",
      "community": 98,
      "norm_label": "initialize rate limiter.          args:             rate: number of requests all",
      "community_name": "Rate Limited Client",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_base_client_py_scripts_base_client_rationale_39"
    },
    {
      "label": "Acquire a token, waiting if necessary.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/base_client.py",
      "source_location": "L53",
      "_origin": "ast",
      "community": 98,
      "norm_label": "acquire a token, waiting if necessary.",
      "community_name": "Rate Limited Client",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_base_client_py_scripts_base_client_rationale_53"
    },
    {
      "label": "Base class for async API clients with rate limiting.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/base_client.py",
      "source_location": "L69",
      "_origin": "ast",
      "community": 98,
      "norm_label": "base class for async api clients with rate limiting.",
      "community_name": "Rate Limited Client",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_base_client_py_scripts_base_client_rationale_69"
    },
    {
      "label": "Initialize base client.          Args:             max_concurrent: Maximum concu",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/base_client.py",
      "source_location": "L77",
      "_origin": "ast",
      "community": 98,
      "norm_label": "initialize base client.          args:             max_concurrent: maximum concu",
      "community_name": "Rate Limited Client",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_base_client_py_scripts_base_client_rationale_77"
    },
    {
      "label": "Execute multiple requests concurrently.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/base_client.py",
      "source_location": "L122",
      "_origin": "ast",
      "community": 98,
      "norm_label": "execute multiple requests concurrently.",
      "community_name": "Rate Limited Client",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_base_client_py_scripts_base_client_rationale_122"
    },
    {
      "label": "Print request statistics.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/base_client.py",
      "source_location": "L147",
      "_origin": "ast",
      "community": 98,
      "norm_label": "print request statistics.",
      "community_name": "Rate Limited Client",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_base_client_py_scripts_base_client_rationale_147"
    },
    {
      "label": "Manage API configuration and credentials.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/base_client.py",
      "source_location": "L157",
      "_origin": "ast",
      "community": 111,
      "norm_label": "manage api configuration and credentials.",
      "community_name": "Google API Credentials",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_base_client_py_scripts_base_client_rationale_157"
    },
    {
      "label": "Get Google service account credentials path.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/base_client.py",
      "source_location": "L164",
      "_origin": "ast",
      "community": 111,
      "norm_label": "get google service account credentials path.",
      "community_name": "Google API Credentials",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_base_client_py_scripts_base_client_rationale_164"
    },
    {
      "label": "Get PageSpeed Insights API key.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/base_client.py",
      "source_location": "L173",
      "_origin": "ast",
      "community": 111,
      "norm_label": "get pagespeed insights api key.",
      "community_name": "Google API Credentials",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_base_client_py_scripts_base_client_rationale_173"
    },
    {
      "label": "Get Custom Search API key.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/base_client.py",
      "source_location": "L178",
      "_origin": "ast",
      "community": 111,
      "norm_label": "get custom search api key.",
      "community_name": "Google API Credentials",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_base_client_py_scripts_base_client_rationale_178"
    },
    {
      "label": "Get Custom Search Engine ID.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/base_client.py",
      "source_location": "L183",
      "_origin": "ast",
      "community": 111,
      "norm_label": "get custom search engine id.",
      "community_name": "Google API Credentials",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_base_client_py_scripts_base_client_rationale_183"
    },
    {
      "label": "Get Notion API token.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/base_client.py",
      "source_location": "L188",
      "_origin": "ast",
      "community": 111,
      "norm_label": "get notion api token.",
      "community_name": "Google API Credentials",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_base_client_py_scripts_base_client_rationale_188"
    },
    {
      "label": "Validate Google credentials are configured.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/base_client.py",
      "source_location": "L192",
      "_origin": "ast",
      "community": 111,
      "norm_label": "validate google credentials are configured.",
      "community_name": "Google API Credentials",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_base_client_py_scripts_base_client_rationale_192"
    },
    {
      "label": "Get required environment variable or raise error.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/base_client.py",
      "source_location": "L199",
      "_origin": "ast",
      "community": 111,
      "norm_label": "get required environment variable or raise error.",
      "community_name": "Google API Credentials",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_base_client_py_scripts_base_client_rationale_199"
    },
    {
      "label": "page_analyzer.py",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/page_analyzer.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 9,
      "norm_label": "page_analyzer.py",
      "community_name": "Page Metadata Analyzer",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_page_analyzer_py_scripts_page_analyzer"
    },
    {
      "label": "LinkData",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/page_analyzer.py",
      "source_location": "L31",
      "_origin": "ast",
      "community": 9,
      "norm_label": "linkdata",
      "community_name": "Page Metadata Analyzer",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_linkdata"
    },
    {
      "label": "HeadingData",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/page_analyzer.py",
      "source_location": "L41",
      "_origin": "ast",
      "community": 9,
      "norm_label": "headingdata",
      "community_name": "Page Metadata Analyzer",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_headingdata"
    },
    {
      "label": "SchemaData",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/page_analyzer.py",
      "source_location": "L48",
      "_origin": "ast",
      "community": 9,
      "norm_label": "schemadata",
      "community_name": "Page Metadata Analyzer",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_schemadata"
    },
    {
      "label": "OpenGraphData",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/page_analyzer.py",
      "source_location": "L56",
      "_origin": "ast",
      "community": 9,
      "norm_label": "opengraphdata",
      "community_name": "Page Metadata Analyzer",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_opengraphdata"
    },
    {
      "label": "PageMetadata",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/page_analyzer.py",
      "source_location": "L72",
      "_origin": "ast",
      "community": 9,
      "norm_label": "pagemetadata",
      "community_name": "Page Metadata Analyzer",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_pagemetadata"
    },
    {
      "label": ".to_dict()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/page_analyzer.py",
      "source_location": "L124",
      "_origin": "ast",
      "community": 9,
      "norm_label": ".to_dict()",
      "community_name": "Page Metadata Analyzer",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_pagemetadata_to_dict"
    },
    {
      "label": ".get_summary()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/page_analyzer.py",
      "source_location": "L160",
      "_origin": "ast",
      "community": 9,
      "norm_label": ".get_summary()",
      "community_name": "Page Metadata Analyzer",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_pagemetadata_get_summary"
    },
    {
      "label": "PageAnalyzer",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/page_analyzer.py",
      "source_location": "L178",
      "_origin": "ast",
      "community": 9,
      "norm_label": "pageanalyzer",
      "community_name": "Page Metadata Analyzer",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_pageanalyzer"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/page_analyzer.py",
      "source_location": "L183",
      "_origin": "ast",
      "community": 9,
      "norm_label": ".__init__()",
      "community_name": "Page Metadata Analyzer",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_pageanalyzer_init"
    },
    {
      "label": ".analyze_url()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/page_analyzer.py",
      "source_location": "L204",
      "_origin": "ast",
      "community": 9,
      "norm_label": ".analyze_url()",
      "community_name": "Page Metadata Analyzer",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_pageanalyzer_analyze_url"
    },
    {
      "label": "._extract_basic_meta()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/page_analyzer.py",
      "source_location": "L257",
      "_origin": "ast",
      "community": 9,
      "norm_label": "._extract_basic_meta()",
      "community_name": "Page Metadata Analyzer",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_pageanalyzer_extract_basic_meta"
    },
    {
      "label": "BeautifulSoup",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/page_analyzer.py",
      "source_location": "L257",
      "_origin": "ast",
      "community": 9,
      "norm_label": "beautifulsoup",
      "community_name": "Page Metadata Analyzer",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_page_analyzer_py_beautifulsoup"
    },
    {
      "label": "._extract_canonical()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/page_analyzer.py",
      "source_location": "L276",
      "_origin": "ast",
      "community": 9,
      "norm_label": "._extract_canonical()",
      "community_name": "Page Metadata Analyzer",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_pageanalyzer_extract_canonical"
    },
    {
      "label": "._extract_robots_meta()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/page_analyzer.py",
      "source_location": "L282",
      "_origin": "ast",
      "community": 9,
      "norm_label": "._extract_robots_meta()",
      "community_name": "Page Metadata Analyzer",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_pageanalyzer_extract_robots_meta"
    },
    {
      "label": "._extract_hreflang()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/page_analyzer.py",
      "source_location": "L296",
      "_origin": "ast",
      "community": 9,
      "norm_label": "._extract_hreflang()",
      "community_name": "Page Metadata Analyzer",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_pageanalyzer_extract_hreflang"
    },
    {
      "label": "._extract_headings()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/page_analyzer.py",
      "source_location": "L306",
      "_origin": "ast",
      "community": 9,
      "norm_label": "._extract_headings()",
      "community_name": "Page Metadata Analyzer",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_pageanalyzer_extract_headings"
    },
    {
      "label": "._extract_open_graph()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/page_analyzer.py",
      "source_location": "L320",
      "_origin": "ast",
      "community": 9,
      "norm_label": "._extract_open_graph()",
      "community_name": "Page Metadata Analyzer",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_pageanalyzer_extract_open_graph"
    },
    {
      "label": "._extract_schema()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/page_analyzer.py",
      "source_location": "L353",
      "_origin": "ast",
      "community": 9,
      "norm_label": "._extract_schema()",
      "community_name": "Page Metadata Analyzer",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_pageanalyzer_extract_schema"
    },
    {
      "label": "._process_schema_item()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/page_analyzer.py",
      "source_location": "L380",
      "_origin": "ast",
      "community": 9,
      "norm_label": "._process_schema_item()",
      "community_name": "Page Metadata Analyzer",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_pageanalyzer_process_schema_item"
    },
    {
      "label": "._extract_links()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/page_analyzer.py",
      "source_location": "L403",
      "_origin": "ast",
      "community": 9,
      "norm_label": "._extract_links()",
      "community_name": "Page Metadata Analyzer",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_pageanalyzer_extract_links"
    },
    {
      "label": "._extract_images()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/page_analyzer.py",
      "source_location": "L451",
      "_origin": "ast",
      "community": 9,
      "norm_label": "._extract_images()",
      "community_name": "Page Metadata Analyzer",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_pageanalyzer_extract_images"
    },
    {
      "label": "._extract_content_metrics()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/page_analyzer.py",
      "source_location": "L463",
      "_origin": "ast",
      "community": 9,
      "norm_label": "._extract_content_metrics()",
      "community_name": "Page Metadata Analyzer",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_pageanalyzer_extract_content_metrics"
    },
    {
      "label": "._run_seo_checks()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/page_analyzer.py",
      "source_location": "L474",
      "_origin": "ast",
      "community": 9,
      "norm_label": "._run_seo_checks()",
      "community_name": "Page Metadata Analyzer",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_pageanalyzer_run_seo_checks"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/page_analyzer.py",
      "source_location": "L525",
      "_origin": "ast",
      "community": 9,
      "norm_label": "main()",
      "community_name": "Page Metadata Analyzer",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_main"
    },
    {
      "label": "Page Analyzer - Extract SEO metadata from web pages ============================",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/page_analyzer.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 9,
      "norm_label": "page analyzer - extract seo metadata from web pages ============================",
      "community_name": "Page Metadata Analyzer",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_rationale_1"
    },
    {
      "label": "Represents a link found on a page.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/page_analyzer.py",
      "source_location": "L32",
      "_origin": "ast",
      "community": 9,
      "norm_label": "represents a link found on a page.",
      "community_name": "Page Metadata Analyzer",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_rationale_32"
    },
    {
      "label": "Represents a heading found on a page.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/page_analyzer.py",
      "source_location": "L42",
      "_origin": "ast",
      "community": 9,
      "norm_label": "represents a heading found on a page.",
      "community_name": "Page Metadata Analyzer",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_rationale_42"
    },
    {
      "label": "Represents schema.org structured data.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/page_analyzer.py",
      "source_location": "L49",
      "_origin": "ast",
      "community": 9,
      "norm_label": "represents schema.org structured data.",
      "community_name": "Page Metadata Analyzer",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_rationale_49"
    },
    {
      "label": "Represents Open Graph metadata.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/page_analyzer.py",
      "source_location": "L57",
      "_origin": "ast",
      "community": 9,
      "norm_label": "represents open graph metadata.",
      "community_name": "Page Metadata Analyzer",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_rationale_57"
    },
    {
      "label": "Complete SEO metadata for a page.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/page_analyzer.py",
      "source_location": "L73",
      "_origin": "ast",
      "community": 9,
      "norm_label": "complete seo metadata for a page.",
      "community_name": "Page Metadata Analyzer",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_rationale_73"
    },
    {
      "label": "Get a brief summary of the page analysis.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/page_analyzer.py",
      "source_location": "L161",
      "_origin": "ast",
      "community": 9,
      "norm_label": "get a brief summary of the page analysis.",
      "community_name": "Page Metadata Analyzer",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_rationale_161"
    },
    {
      "label": "Analyze web pages for SEO metadata.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/page_analyzer.py",
      "source_location": "L179",
      "_origin": "ast",
      "community": 9,
      "norm_label": "analyze web pages for seo metadata.",
      "community_name": "Page Metadata Analyzer",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_rationale_179"
    },
    {
      "label": "Initialize page analyzer.          Args:             user_agent: Custom user age",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/page_analyzer.py",
      "source_location": "L188",
      "_origin": "ast",
      "community": 9,
      "norm_label": "initialize page analyzer.          args:             user_agent: custom user age",
      "community_name": "Page Metadata Analyzer",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_rationale_188"
    },
    {
      "label": "Analyze a URL and extract SEO metadata.          Args:             url: URL to a",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/page_analyzer.py",
      "source_location": "L205",
      "_origin": "ast",
      "community": 9,
      "norm_label": "analyze a url and extract seo metadata.          args:             url: url to a",
      "community_name": "Page Metadata Analyzer",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_rationale_205"
    },
    {
      "label": "Extract title and meta description.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/page_analyzer.py",
      "source_location": "L258",
      "_origin": "ast",
      "community": 9,
      "norm_label": "extract title and meta description.",
      "community_name": "Page Metadata Analyzer",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_rationale_258"
    },
    {
      "label": "Extract canonical URL.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/page_analyzer.py",
      "source_location": "L277",
      "_origin": "ast",
      "community": 9,
      "norm_label": "extract canonical url.",
      "community_name": "Page Metadata Analyzer",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_rationale_277"
    },
    {
      "label": "Extract robots meta tag.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/page_analyzer.py",
      "source_location": "L283",
      "_origin": "ast",
      "community": 9,
      "norm_label": "extract robots meta tag.",
      "community_name": "Page Metadata Analyzer",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_rationale_283"
    },
    {
      "label": "Extract hreflang tags.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/page_analyzer.py",
      "source_location": "L297",
      "_origin": "ast",
      "community": 9,
      "norm_label": "extract hreflang tags.",
      "community_name": "Page Metadata Analyzer",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_rationale_297"
    },
    {
      "label": "Extract all headings.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/page_analyzer.py",
      "source_location": "L307",
      "_origin": "ast",
      "community": 9,
      "norm_label": "extract all headings.",
      "community_name": "Page Metadata Analyzer",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_rationale_307"
    },
    {
      "label": "Extract Open Graph and Twitter Card data.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/page_analyzer.py",
      "source_location": "L321",
      "_origin": "ast",
      "community": 9,
      "norm_label": "extract open graph and twitter card data.",
      "community_name": "Page Metadata Analyzer",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_rationale_321"
    },
    {
      "label": "Extract schema.org structured data.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/page_analyzer.py",
      "source_location": "L354",
      "_origin": "ast",
      "community": 9,
      "norm_label": "extract schema.org structured data.",
      "community_name": "Page Metadata Analyzer",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_rationale_354"
    },
    {
      "label": "Process a single schema.org item.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/page_analyzer.py",
      "source_location": "L381",
      "_origin": "ast",
      "community": 9,
      "norm_label": "process a single schema.org item.",
      "community_name": "Page Metadata Analyzer",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_rationale_381"
    },
    {
      "label": "Extract internal and external links.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/page_analyzer.py",
      "source_location": "L404",
      "_origin": "ast",
      "community": 9,
      "norm_label": "extract internal and external links.",
      "community_name": "Page Metadata Analyzer",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_rationale_404"
    },
    {
      "label": "Extract image information.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/page_analyzer.py",
      "source_location": "L452",
      "_origin": "ast",
      "community": 9,
      "norm_label": "extract image information.",
      "community_name": "Page Metadata Analyzer",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_rationale_452"
    },
    {
      "label": "Extract content metrics like word count.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/page_analyzer.py",
      "source_location": "L464",
      "_origin": "ast",
      "community": 9,
      "norm_label": "extract content metrics like word count.",
      "community_name": "Page Metadata Analyzer",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_rationale_464"
    },
    {
      "label": "Run SEO checks and add issues/warnings.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/page_analyzer.py",
      "source_location": "L475",
      "_origin": "ast",
      "community": 9,
      "norm_label": "run seo checks and add issues/warnings.",
      "community_name": "Page Metadata Analyzer",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_rationale_475"
    },
    {
      "label": "CLI entry point for testing.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/page_analyzer.py",
      "source_location": "L526",
      "_origin": "ast",
      "community": 9,
      "norm_label": "cli entry point for testing.",
      "community_name": "Page Metadata Analyzer",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_rationale_526"
    },
    {
      "label": "robots_checker.py",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/robots_checker.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 61,
      "norm_label": "robots_checker.py",
      "community_name": "Robots.txt Validator",
      "id": "scripts_robots_checker"
    },
    {
      "label": "RobotsIssue",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/robots_checker.py",
      "source_location": "L31",
      "_origin": "ast",
      "community": 61,
      "norm_label": "robotsissue",
      "community_name": "Robots.txt Validator",
      "id": "scripts_robots_checker_robotsissue"
    },
    {
      "label": "UserAgentRules",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/robots_checker.py",
      "source_location": "L42",
      "_origin": "ast",
      "community": 61,
      "norm_label": "useragentrules",
      "community_name": "Robots.txt Validator",
      "id": "scripts_robots_checker_useragentrules"
    },
    {
      "label": "RobotsResult",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/robots_checker.py",
      "source_location": "L52",
      "_origin": "ast",
      "community": 61,
      "norm_label": "robotsresult",
      "community_name": "Robots.txt Validator",
      "id": "scripts_robots_checker_robotsresult"
    },
    {
      "label": ".to_dict()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/robots_checker.py",
      "source_location": "L64",
      "_origin": "ast",
      "community": 61,
      "norm_label": ".to_dict()",
      "community_name": "Robots.txt Validator",
      "id": "scripts_robots_checker_robotsresult_to_dict"
    },
    {
      "label": "RobotsChecker",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/robots_checker.py",
      "source_location": "L94",
      "_origin": "ast",
      "community": 61,
      "norm_label": "robotschecker",
      "community_name": "Robots.txt Validator",
      "id": "scripts_robots_checker_robotschecker"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/robots_checker.py",
      "source_location": "L139",
      "_origin": "ast",
      "community": 61,
      "norm_label": ".__init__()",
      "community_name": "Robots.txt Validator",
      "id": "scripts_robots_checker_robotschecker_init"
    },
    {
      "label": ".fetch_robots()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/robots_checker.py",
      "source_location": "L145",
      "_origin": "ast",
      "community": 61,
      "norm_label": ".fetch_robots()",
      "community_name": "Robots.txt Validator",
      "id": "scripts_robots_checker_robotschecker_fetch_robots"
    },
    {
      "label": ".parse_robots()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/robots_checker.py",
      "source_location": "L165",
      "_origin": "ast",
      "community": 61,
      "norm_label": ".parse_robots()",
      "community_name": "Robots.txt Validator",
      "id": "scripts_robots_checker_robotschecker_parse_robots"
    },
    {
      "label": ".analyze()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/robots_checker.py",
      "source_location": "L219",
      "_origin": "ast",
      "community": 61,
      "norm_label": ".analyze()",
      "community_name": "Robots.txt Validator",
      "id": "scripts_robots_checker_robotschecker_analyze"
    },
    {
      "label": "._analyze_syntax()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/robots_checker.py",
      "source_location": "L263",
      "_origin": "ast",
      "community": 61,
      "norm_label": "._analyze_syntax()",
      "community_name": "Robots.txt Validator",
      "id": "scripts_robots_checker_robotschecker_analyze_syntax"
    },
    {
      "label": "._analyze_rules()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/robots_checker.py",
      "source_location": "L299",
      "_origin": "ast",
      "community": 61,
      "norm_label": "._analyze_rules()",
      "community_name": "Robots.txt Validator",
      "id": "scripts_robots_checker_robotschecker_analyze_rules"
    },
    {
      "label": "._analyze_sitemaps()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/robots_checker.py",
      "source_location": "L363",
      "_origin": "ast",
      "community": 61,
      "norm_label": "._analyze_sitemaps()",
      "community_name": "Robots.txt Validator",
      "id": "scripts_robots_checker_robotschecker_analyze_sitemaps"
    },
    {
      "label": ".test_url()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/robots_checker.py",
      "source_location": "L380",
      "_origin": "ast",
      "community": 61,
      "norm_label": ".test_url()",
      "community_name": "Robots.txt Validator",
      "id": "scripts_robots_checker_robotschecker_test_url"
    },
    {
      "label": ".generate_report()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/robots_checker.py",
      "source_location": "L417",
      "_origin": "ast",
      "community": 61,
      "norm_label": ".generate_report()",
      "community_name": "Robots.txt Validator",
      "id": "scripts_robots_checker_robotschecker_generate_report"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/robots_checker.py",
      "source_location": "L495",
      "_origin": "ast",
      "community": 61,
      "norm_label": "main()",
      "community_name": "Robots.txt Validator",
      "id": "scripts_robots_checker_main"
    },
    {
      "label": "Robots.txt Checker - Analyze robots.txt configuration ==========================",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/robots_checker.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 61,
      "norm_label": "robots.txt checker - analyze robots.txt configuration ==========================",
      "community_name": "Robots.txt Validator",
      "id": "scripts_robots_checker_rationale_1"
    },
    {
      "label": "Represents a robots.txt issue.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/robots_checker.py",
      "source_location": "L32",
      "_origin": "ast",
      "community": 61,
      "norm_label": "represents a robots.txt issue.",
      "community_name": "Robots.txt Validator",
      "id": "scripts_robots_checker_rationale_32"
    },
    {
      "label": "Rules for a specific user-agent.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/robots_checker.py",
      "source_location": "L43",
      "_origin": "ast",
      "community": 61,
      "norm_label": "rules for a specific user-agent.",
      "community_name": "Robots.txt Validator",
      "id": "scripts_robots_checker_rationale_43"
    },
    {
      "label": "Complete robots.txt analysis result.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/robots_checker.py",
      "source_location": "L53",
      "_origin": "ast",
      "community": 61,
      "norm_label": "complete robots.txt analysis result.",
      "community_name": "Robots.txt Validator",
      "id": "scripts_robots_checker_rationale_53"
    },
    {
      "label": "Convert to dictionary for JSON output.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/robots_checker.py",
      "source_location": "L65",
      "_origin": "ast",
      "community": 61,
      "norm_label": "convert to dictionary for json output.",
      "community_name": "Robots.txt Validator",
      "id": "scripts_robots_checker_rationale_65"
    },
    {
      "label": "Analyze robots.txt configuration.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/robots_checker.py",
      "source_location": "L95",
      "_origin": "ast",
      "community": 61,
      "norm_label": "analyze robots.txt configuration.",
      "community_name": "Robots.txt Validator",
      "id": "scripts_robots_checker_rationale_95"
    },
    {
      "label": "Fetch robots.txt content.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/robots_checker.py",
      "source_location": "L146",
      "_origin": "ast",
      "community": 61,
      "norm_label": "fetch robots.txt content.",
      "community_name": "Robots.txt Validator",
      "id": "scripts_robots_checker_rationale_146"
    },
    {
      "label": "Parse robots.txt content.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/robots_checker.py",
      "source_location": "L166",
      "_origin": "ast",
      "community": 61,
      "norm_label": "parse robots.txt content.",
      "community_name": "Robots.txt Validator",
      "id": "scripts_robots_checker_rationale_166"
    },
    {
      "label": "Check for syntax issues.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/robots_checker.py",
      "source_location": "L264",
      "_origin": "ast",
      "community": 61,
      "norm_label": "check for syntax issues.",
      "community_name": "Robots.txt Validator",
      "id": "scripts_robots_checker_rationale_264"
    },
    {
      "label": "Analyze blocking rules.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/robots_checker.py",
      "source_location": "L300",
      "_origin": "ast",
      "community": 61,
      "norm_label": "analyze blocking rules.",
      "community_name": "Robots.txt Validator",
      "id": "scripts_robots_checker_rationale_300"
    },
    {
      "label": "Analyze sitemap declarations.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/robots_checker.py",
      "source_location": "L364",
      "_origin": "ast",
      "community": 61,
      "norm_label": "analyze sitemap declarations.",
      "community_name": "Robots.txt Validator",
      "id": "scripts_robots_checker_rationale_364"
    },
    {
      "label": "Test if a specific URL is allowed.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/robots_checker.py",
      "source_location": "L382",
      "_origin": "ast",
      "community": 61,
      "norm_label": "test if a specific url is allowed.",
      "community_name": "Robots.txt Validator",
      "id": "scripts_robots_checker_rationale_382"
    },
    {
      "label": "Generate human-readable analysis report.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/robots_checker.py",
      "source_location": "L418",
      "_origin": "ast",
      "community": 61,
      "norm_label": "generate human-readable analysis report.",
      "community_name": "Robots.txt Validator",
      "id": "scripts_robots_checker_rationale_418"
    },
    {
      "label": "Main entry point for CLI usage.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/robots_checker.py",
      "source_location": "L496",
      "_origin": "ast",
      "community": 61,
      "norm_label": "main entry point for cli usage.",
      "community_name": "Robots.txt Validator",
      "id": "scripts_robots_checker_rationale_496"
    },
    {
      "label": "sitemap_crawler.py",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_crawler.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 58,
      "norm_label": "sitemap_crawler.py",
      "community_name": "Sitemap Crawl Progress",
      "id": "scripts_sitemap_crawler"
    },
    {
      "label": "CrawlProgress",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_crawler.py",
      "source_location": "L47",
      "_origin": "ast",
      "community": 58,
      "norm_label": "crawlprogress",
      "community_name": "Sitemap Crawl Progress",
      "id": "scripts_sitemap_crawler_crawlprogress"
    },
    {
      "label": ".get_progress_percent()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_crawler.py",
      "source_location": "L62",
      "_origin": "ast",
      "community": 58,
      "norm_label": ".get_progress_percent()",
      "community_name": "Sitemap Crawl Progress",
      "id": "scripts_sitemap_crawler_crawlprogress_get_progress_percent"
    },
    {
      "label": ".get_elapsed_time()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_crawler.py",
      "source_location": "L67",
      "_origin": "ast",
      "community": 58,
      "norm_label": ".get_elapsed_time()",
      "community_name": "Sitemap Crawl Progress",
      "id": "scripts_sitemap_crawler_crawlprogress_get_elapsed_time"
    },
    {
      "label": ".get_eta()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_crawler.py",
      "source_location": "L73",
      "_origin": "ast",
      "community": 58,
      "norm_label": ".get_eta()",
      "community_name": "Sitemap Crawl Progress",
      "id": "scripts_sitemap_crawler_crawlprogress_get_eta"
    },
    {
      "label": ".to_dict()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_crawler.py",
      "source_location": "L84",
      "_origin": "ast",
      "community": 58,
      "norm_label": ".to_dict()",
      "community_name": "Sitemap Crawl Progress",
      "id": "scripts_sitemap_crawler_crawlprogress_to_dict"
    },
    {
      "label": ".save_to_file()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_crawler.py",
      "source_location": "L104",
      "_origin": "ast",
      "community": 58,
      "norm_label": ".save_to_file()",
      "community_name": "Sitemap Crawl Progress",
      "id": "scripts_sitemap_crawler_crawlprogress_save_to_file"
    },
    {
      "label": "Path",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_crawler.py",
      "source_location": "L104",
      "_origin": "ast",
      "community": 58,
      "norm_label": "path",
      "community_name": "Sitemap Crawl Progress",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_sitemap_crawler_py_path"
    },
    {
      "label": ".load_from_file()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_crawler.py",
      "source_location": "L113",
      "_origin": "ast",
      "community": 58,
      "norm_label": ".load_from_file()",
      "community_name": "Sitemap Crawl Progress",
      "id": "scripts_sitemap_crawler_crawlprogress_load_from_file"
    },
    {
      "label": "get_active_crawls()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_crawler.py",
      "source_location": "L133",
      "_origin": "ast",
      "community": 58,
      "norm_label": "get_active_crawls()",
      "community_name": "Sitemap Crawl Progress",
      "id": "scripts_sitemap_crawler_get_active_crawls"
    },
    {
      "label": "get_all_crawls()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_crawler.py",
      "source_location": "L146",
      "_origin": "ast",
      "community": 58,
      "norm_label": "get_all_crawls()",
      "community_name": "Sitemap Crawl Progress",
      "id": "scripts_sitemap_crawler_get_all_crawls"
    },
    {
      "label": "get_crawl_status()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_crawler.py",
      "source_location": "L158",
      "_origin": "ast",
      "community": 58,
      "norm_label": "get_crawl_status()",
      "community_name": "Sitemap Crawl Progress",
      "id": "scripts_sitemap_crawler_get_crawl_status"
    },
    {
      "label": "CrawlResult",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_crawler.py",
      "source_location": "L167",
      "_origin": "ast",
      "community": 58,
      "norm_label": "crawlresult",
      "community_name": "Sitemap Crawl Progress",
      "id": "scripts_sitemap_crawler_crawlresult"
    },
    {
      "label": ".get_duration()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_crawler.py",
      "source_location": "L181",
      "_origin": "ast",
      "community": 58,
      "norm_label": ".get_duration()",
      "community_name": "Sitemap Crawl Progress",
      "id": "scripts_sitemap_crawler_crawlresult_get_duration"
    },
    {
      "label": "SitemapCrawler",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_crawler.py",
      "source_location": "L188",
      "_origin": "ast",
      "community": 151,
      "norm_label": "sitemapcrawler",
      "community_name": "Sitemap Crawler Utility",
      "id": "scripts_sitemap_crawler_sitemapcrawler"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_crawler.py",
      "source_location": "L191",
      "_origin": "ast",
      "community": 151,
      "norm_label": ".__init__()",
      "community_name": "Sitemap Crawler Utility",
      "id": "scripts_sitemap_crawler_sitemapcrawler_init"
    },
    {
      "label": ".fetch_sitemap_urls()",
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      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_crawler.py",
      "source_location": "L213",
      "_origin": "ast",
      "community": 151,
      "norm_label": ".fetch_sitemap_urls()",
      "community_name": "Sitemap Crawler Utility",
      "id": "scripts_sitemap_crawler_sitemapcrawler_fetch_sitemap_urls"
    },
    {
      "label": ".crawl_sitemap()",
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      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_crawler.py",
      "source_location": "L272",
      "_origin": "ast",
      "community": 58,
      "norm_label": ".crawl_sitemap()",
      "community_name": "Sitemap Crawl Progress",
      "id": "scripts_sitemap_crawler_sitemapcrawler_crawl_sitemap"
    },
    {
      "label": "._save_page_to_notion()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_crawler.py",
      "source_location": "L413",
      "_origin": "ast",
      "community": 151,
      "norm_label": "._save_page_to_notion()",
      "community_name": "Sitemap Crawler Utility",
      "id": "scripts_sitemap_crawler_sitemapcrawler_save_page_to_notion"
    },
    {
      "label": "PageMetadata",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_crawler.py",
      "source_location": "L413",
      "_origin": "ast",
      "community": 151,
      "norm_label": "pagemetadata",
      "community_name": "Sitemap Crawler Utility",
      "id": "custom_skills_12_seo_technical_audit_code_scripts_sitemap_crawler_py_pagemetadata"
    },
    {
      "label": "._determine_priority()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_crawler.py",
      "source_location": "L447",
      "_origin": "ast",
      "community": 151,
      "norm_label": "._determine_priority()",
      "community_name": "Sitemap Crawler Utility",
      "id": "scripts_sitemap_crawler_sitemapcrawler_determine_priority"
    },
    {
      "label": "._build_page_content()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_crawler.py",
      "source_location": "L458",
      "_origin": "ast",
      "community": 151,
      "norm_label": "._build_page_content()",
      "community_name": "Sitemap Crawler Utility",
      "id": "scripts_sitemap_crawler_sitemapcrawler_build_page_content"
    },
    {
      "label": "._create_crawl_summary_page()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_crawler.py",
      "source_location": "L687",
      "_origin": "ast",
      "community": 58,
      "norm_label": "._create_crawl_summary_page()",
      "community_name": "Sitemap Crawl Progress",
      "id": "scripts_sitemap_crawler_sitemapcrawler_create_crawl_summary_page"
    },
    {
      "label": "print_progress_status()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_crawler.py",
      "source_location": "L807",
      "_origin": "ast",
      "community": 58,
      "norm_label": "print_progress_status()",
      "community_name": "Sitemap Crawl Progress",
      "id": "scripts_sitemap_crawler_print_progress_status"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_crawler.py",
      "source_location": "L841",
      "_origin": "ast",
      "community": 58,
      "norm_label": "main()",
      "community_name": "Sitemap Crawl Progress",
      "id": "scripts_sitemap_crawler_main"
    },
    {
      "label": "Sitemap Crawler - Sequential page analysis from sitemap ========================",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_crawler.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 58,
      "norm_label": "sitemap crawler - sequential page analysis from sitemap ========================",
      "community_name": "Sitemap Crawl Progress",
      "id": "scripts_sitemap_crawler_rationale_1"
    },
    {
      "label": "Track crawl progress.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_crawler.py",
      "source_location": "L48",
      "_origin": "ast",
      "community": 58,
      "norm_label": "track crawl progress.",
      "community_name": "Sitemap Crawl Progress",
      "id": "scripts_sitemap_crawler_rationale_48"
    },
    {
      "label": "Convert to dictionary for JSON serialization.",
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      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_crawler.py",
      "source_location": "L85",
      "_origin": "ast",
      "community": 58,
      "norm_label": "convert to dictionary for json serialization.",
      "community_name": "Sitemap Crawl Progress",
      "id": "scripts_sitemap_crawler_rationale_85"
    },
    {
      "label": "Save progress to JSON file.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_crawler.py",
      "source_location": "L105",
      "_origin": "ast",
      "community": 58,
      "norm_label": "save progress to json file.",
      "community_name": "Sitemap Crawl Progress",
      "id": "scripts_sitemap_crawler_rationale_105"
    },
    {
      "label": "Load progress from JSON file.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_crawler.py",
      "source_location": "L114",
      "_origin": "ast",
      "community": 58,
      "norm_label": "load progress from json file.",
      "community_name": "Sitemap Crawl Progress",
      "id": "scripts_sitemap_crawler_rationale_114"
    },
    {
      "label": "Get all active (running) crawl jobs.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_crawler.py",
      "source_location": "L134",
      "_origin": "ast",
      "community": 58,
      "norm_label": "get all active (running) crawl jobs.",
      "community_name": "Sitemap Crawl Progress",
      "id": "scripts_sitemap_crawler_rationale_134"
    },
    {
      "label": "Get all crawl jobs (active and completed).",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_crawler.py",
      "source_location": "L147",
      "_origin": "ast",
      "community": 58,
      "norm_label": "get all crawl jobs (active and completed).",
      "community_name": "Sitemap Crawl Progress",
      "id": "scripts_sitemap_crawler_rationale_147"
    },
    {
      "label": "Get status of a specific crawl by audit ID.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_crawler.py",
      "source_location": "L159",
      "_origin": "ast",
      "community": 58,
      "norm_label": "get status of a specific crawl by audit id.",
      "community_name": "Sitemap Crawl Progress",
      "id": "scripts_sitemap_crawler_rationale_159"
    },
    {
      "label": "Result of a complete sitemap crawl.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_crawler.py",
      "source_location": "L168",
      "_origin": "ast",
      "community": 58,
      "norm_label": "result of a complete sitemap crawl.",
      "community_name": "Sitemap Crawl Progress",
      "id": "scripts_sitemap_crawler_rationale_168"
    },
    {
      "label": "Crawl sitemap URLs and analyze each page.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_crawler.py",
      "source_location": "L189",
      "_origin": "ast",
      "community": 151,
      "norm_label": "crawl sitemap urls and analyze each page.",
      "community_name": "Sitemap Crawler Utility",
      "id": "scripts_sitemap_crawler_rationale_189"
    },
    {
      "label": "Initialize sitemap crawler.          Args:             notion_token: Notion API",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_crawler.py",
      "source_location": "L196",
      "_origin": "ast",
      "community": 151,
      "norm_label": "initialize sitemap crawler.          args:             notion_token: notion api",
      "community_name": "Sitemap Crawler Utility",
      "id": "scripts_sitemap_crawler_rationale_196"
    },
    {
      "label": "Fetch and parse URLs from a sitemap.          Args:             sitemap_url: URL",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_crawler.py",
      "source_location": "L214",
      "_origin": "ast",
      "community": 151,
      "norm_label": "fetch and parse urls from a sitemap.          args:             sitemap_url: url",
      "community_name": "Sitemap Crawler Utility",
      "id": "scripts_sitemap_crawler_rationale_214"
    },
    {
      "label": "Crawl all URLs in a sitemap sequentially.          Args:             sitemap_url",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_crawler.py",
      "source_location": "L281",
      "_origin": "ast",
      "community": 58,
      "norm_label": "crawl all urls in a sitemap sequentially.          args:             sitemap_url",
      "community_name": "Sitemap Crawl Progress",
      "id": "scripts_sitemap_crawler_rationale_281"
    },
    {
      "label": "Save page metadata to Notion database.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_crawler.py",
      "source_location": "L419",
      "_origin": "ast",
      "community": 151,
      "norm_label": "save page metadata to notion database.",
      "community_name": "Sitemap Crawler Utility",
      "id": "scripts_sitemap_crawler_rationale_419"
    },
    {
      "label": "Determine priority based on issues found.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_crawler.py",
      "source_location": "L448",
      "_origin": "ast",
      "community": 151,
      "norm_label": "determine priority based on issues found.",
      "community_name": "Sitemap Crawler Utility",
      "id": "scripts_sitemap_crawler_rationale_448"
    },
    {
      "label": "Build Notion page content blocks from metadata.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_crawler.py",
      "source_location": "L459",
      "_origin": "ast",
      "community": 151,
      "norm_label": "build notion page content blocks from metadata.",
      "community_name": "Sitemap Crawler Utility",
      "id": "scripts_sitemap_crawler_rationale_459"
    },
    {
      "label": "Create a summary page for the crawl.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_crawler.py",
      "source_location": "L688",
      "_origin": "ast",
      "community": 58,
      "norm_label": "create a summary page for the crawl.",
      "community_name": "Sitemap Crawl Progress",
      "id": "scripts_sitemap_crawler_rationale_688"
    },
    {
      "label": "Print formatted progress status.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_crawler.py",
      "source_location": "L808",
      "_origin": "ast",
      "community": 58,
      "norm_label": "print formatted progress status.",
      "community_name": "Sitemap Crawl Progress",
      "id": "scripts_sitemap_crawler_rationale_808"
    },
    {
      "label": "sitemap_validator.py",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_validator.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 71,
      "norm_label": "sitemap_validator.py",
      "community_name": "Sitemap XML Validator",
      "id": "scripts_sitemap_validator"
    },
    {
      "label": "SitemapIssue",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_validator.py",
      "source_location": "L34",
      "_origin": "ast",
      "community": 71,
      "norm_label": "sitemapissue",
      "community_name": "Sitemap XML Validator",
      "id": "scripts_sitemap_validator_sitemapissue"
    },
    {
      "label": "SitemapEntry",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_validator.py",
      "source_location": "L44",
      "_origin": "ast",
      "community": 71,
      "norm_label": "sitemapentry",
      "community_name": "Sitemap XML Validator",
      "id": "scripts_sitemap_validator_sitemapentry"
    },
    {
      "label": "SitemapResult",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_validator.py",
      "source_location": "L55",
      "_origin": "ast",
      "community": 71,
      "norm_label": "sitemapresult",
      "community_name": "Sitemap XML Validator",
      "id": "scripts_sitemap_validator_sitemapresult"
    },
    {
      "label": ".to_dict()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_validator.py",
      "source_location": "L67",
      "_origin": "ast",
      "community": 71,
      "norm_label": ".to_dict()",
      "community_name": "Sitemap XML Validator",
      "id": "scripts_sitemap_validator_sitemapresult_to_dict"
    },
    {
      "label": "SitemapValidator",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_validator.py",
      "source_location": "L89",
      "_origin": "ast",
      "community": 71,
      "norm_label": "sitemapvalidator",
      "community_name": "Sitemap XML Validator",
      "id": "scripts_sitemap_validator_sitemapvalidator"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_validator.py",
      "source_location": "L101",
      "_origin": "ast",
      "community": 71,
      "norm_label": ".__init__()",
      "community_name": "Sitemap XML Validator",
      "id": "scripts_sitemap_validator_sitemapvalidator_init"
    },
    {
      "label": ".fetch_sitemap()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_validator.py",
      "source_location": "L109",
      "_origin": "ast",
      "community": 71,
      "norm_label": ".fetch_sitemap()",
      "community_name": "Sitemap XML Validator",
      "id": "scripts_sitemap_validator_sitemapvalidator_fetch_sitemap"
    },
    {
      "label": ".parse_sitemap()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_validator.py",
      "source_location": "L132",
      "_origin": "ast",
      "community": 71,
      "norm_label": ".parse_sitemap()",
      "community_name": "Sitemap XML Validator",
      "id": "scripts_sitemap_validator_sitemapvalidator_parse_sitemap"
    },
    {
      "label": ".validate()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_validator.py",
      "source_location": "L183",
      "_origin": "ast",
      "community": 71,
      "norm_label": ".validate()",
      "community_name": "Sitemap XML Validator",
      "id": "scripts_sitemap_validator_sitemapvalidator_validate"
    },
    {
      "label": "._validate_date()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_validator.py",
      "source_location": "L330",
      "_origin": "ast",
      "community": 71,
      "norm_label": "._validate_date()",
      "community_name": "Sitemap XML Validator",
      "id": "scripts_sitemap_validator_sitemapvalidator_validate_date"
    },
    {
      "label": "._check_url_status()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_validator.py",
      "source_location": "L338",
      "_origin": "ast",
      "community": 71,
      "norm_label": "._check_url_status()",
      "community_name": "Sitemap XML Validator",
      "id": "scripts_sitemap_validator_sitemapvalidator_check_url_status"
    },
    {
      "label": ".generate_report()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_validator.py",
      "source_location": "L379",
      "_origin": "ast",
      "community": 71,
      "norm_label": ".generate_report()",
      "community_name": "Sitemap XML Validator",
      "id": "scripts_sitemap_validator_sitemapvalidator_generate_report"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_validator.py",
      "source_location": "L438",
      "_origin": "ast",
      "community": 71,
      "norm_label": "main()",
      "community_name": "Sitemap XML Validator",
      "id": "scripts_sitemap_validator_main"
    },
    {
      "label": "Sitemap Validator - Validate XML sitemaps ======================================",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_validator.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 71,
      "norm_label": "sitemap validator - validate xml sitemaps ======================================",
      "community_name": "Sitemap XML Validator",
      "id": "scripts_sitemap_validator_rationale_1"
    },
    {
      "label": "Represents a sitemap validation issue.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_validator.py",
      "source_location": "L35",
      "_origin": "ast",
      "community": 71,
      "norm_label": "represents a sitemap validation issue.",
      "community_name": "Sitemap XML Validator",
      "id": "scripts_sitemap_validator_rationale_35"
    },
    {
      "label": "Represents a single URL entry in sitemap.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_validator.py",
      "source_location": "L45",
      "_origin": "ast",
      "community": 71,
      "norm_label": "represents a single url entry in sitemap.",
      "community_name": "Sitemap XML Validator",
      "id": "scripts_sitemap_validator_rationale_45"
    },
    {
      "label": "Complete sitemap validation result.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_validator.py",
      "source_location": "L56",
      "_origin": "ast",
      "community": 71,
      "norm_label": "complete sitemap validation result.",
      "community_name": "Sitemap XML Validator",
      "id": "scripts_sitemap_validator_rationale_56"
    },
    {
      "label": "Convert to dictionary for JSON output.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_validator.py",
      "source_location": "L68",
      "_origin": "ast",
      "community": 71,
      "norm_label": "convert to dictionary for json output.",
      "community_name": "Sitemap XML Validator",
      "id": "scripts_sitemap_validator_rationale_68"
    },
    {
      "label": "Validate XML sitemaps.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_validator.py",
      "source_location": "L90",
      "_origin": "ast",
      "community": 71,
      "norm_label": "validate xml sitemaps.",
      "community_name": "Sitemap XML Validator",
      "id": "scripts_sitemap_validator_rationale_90"
    },
    {
      "label": "Fetch sitemap content, handling gzip compression.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_validator.py",
      "source_location": "L110",
      "_origin": "ast",
      "community": 71,
      "norm_label": "fetch sitemap content, handling gzip compression.",
      "community_name": "Sitemap XML Validator",
      "id": "scripts_sitemap_validator_rationale_110"
    },
    {
      "label": "Parse sitemap XML content.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_validator.py",
      "source_location": "L133",
      "_origin": "ast",
      "community": 71,
      "norm_label": "parse sitemap xml content.",
      "community_name": "Sitemap XML Validator",
      "id": "scripts_sitemap_validator_rationale_133"
    },
    {
      "label": "Validate a sitemap URL.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_validator.py",
      "source_location": "L184",
      "_origin": "ast",
      "community": 71,
      "norm_label": "validate a sitemap url.",
      "community_name": "Sitemap XML Validator",
      "id": "scripts_sitemap_validator_rationale_184"
    },
    {
      "label": "Validate ISO 8601 date format.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_validator.py",
      "source_location": "L331",
      "_origin": "ast",
      "community": 71,
      "norm_label": "validate iso 8601 date format.",
      "community_name": "Sitemap XML Validator",
      "id": "scripts_sitemap_validator_rationale_331"
    },
    {
      "label": "Check HTTP status of URLs in sitemap.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_validator.py",
      "source_location": "L339",
      "_origin": "ast",
      "community": 71,
      "norm_label": "check http status of urls in sitemap.",
      "community_name": "Sitemap XML Validator",
      "id": "scripts_sitemap_validator_rationale_339"
    },
    {
      "label": "Generate human-readable validation report.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_validator.py",
      "source_location": "L380",
      "_origin": "ast",
      "community": 71,
      "norm_label": "generate human-readable validation report.",
      "community_name": "Sitemap XML Validator",
      "id": "scripts_sitemap_validator_rationale_380"
    },
    {
      "label": "Main entry point for CLI usage.",
      "file_type": "rationale",
      "source_file": "custom-skills/12-seo-technical-audit/code/scripts/sitemap_validator.py",
      "source_location": "L439",
      "_origin": "ast",
      "community": 71,
      "norm_label": "main entry point for cli usage.",
      "community_name": "Sitemap XML Validator",
      "id": "scripts_sitemap_validator_rationale_439"
    },
    {
      "label": "base_client.py",
      "file_type": "code",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/base_client.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 28,
      "norm_label": "base_client.py",
      "community_name": "Async API Client",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_base_client_py_scripts_base_client"
    },
    {
      "label": "RateLimiter",
      "file_type": "code",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/base_client.py",
      "source_location": "L35",
      "_origin": "ast",
      "community": 28,
      "norm_label": "ratelimiter",
      "community_name": "Async API Client",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_base_client_py_scripts_base_client_ratelimiter"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/base_client.py",
      "source_location": "L38",
      "_origin": "ast",
      "community": 28,
      "norm_label": ".__init__()",
      "community_name": "Async API Client",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_base_client_py_scripts_base_client_ratelimiter_init"
    },
    {
      "label": ".acquire()",
      "file_type": "code",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/base_client.py",
      "source_location": "L52",
      "_origin": "ast",
      "community": 28,
      "norm_label": ".acquire()",
      "community_name": "Async API Client",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_base_client_py_scripts_base_client_ratelimiter_acquire"
    },
    {
      "label": "BaseAsyncClient",
      "file_type": "code",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/base_client.py",
      "source_location": "L68",
      "_origin": "ast",
      "community": 28,
      "norm_label": "baseasyncclient",
      "community_name": "Async API Client",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_base_client_py_scripts_base_client_baseasyncclient"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/base_client.py",
      "source_location": "L71",
      "_origin": "ast",
      "community": 28,
      "norm_label": ".__init__()",
      "community_name": "Async API Client",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_base_client_py_scripts_base_client_baseasyncclient_init"
    },
    {
      "label": "Logger",
      "file_type": "code",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/base_client.py",
      "source_location": "L71",
      "_origin": "ast",
      "community": 28,
      "norm_label": "logger",
      "community_name": "Async API Client",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_base_client_py_logger"
    },
    {
      "label": "._rate_limited_request()",
      "file_type": "code",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/base_client.py",
      "source_location": "L100",
      "_origin": "ast",
      "community": 28,
      "norm_label": "._rate_limited_request()",
      "community_name": "Async API Client",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_base_client_py_scripts_base_client_baseasyncclient_rate_limited_request"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/base_client.py",
      "source_location": "L100",
      "_origin": "ast",
      "community": 28,
      "norm_label": "any",
      "community_name": "Async API Client",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_base_client_py_any"
    },
    {
      "label": ".batch_requests()",
      "file_type": "code",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/base_client.py",
      "source_location": "L117",
      "_origin": "ast",
      "community": 28,
      "norm_label": ".batch_requests()",
      "community_name": "Async API Client",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_base_client_py_scripts_base_client_baseasyncclient_batch_requests"
    },
    {
      "label": ".print_stats()",
      "file_type": "code",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/base_client.py",
      "source_location": "L146",
      "_origin": "ast",
      "community": 28,
      "norm_label": ".print_stats()",
      "community_name": "Async API Client",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_base_client_py_scripts_base_client_baseasyncclient_print_stats"
    },
    {
      "label": "ConfigManager",
      "file_type": "code",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/base_client.py",
      "source_location": "L156",
      "_origin": "ast",
      "community": 28,
      "norm_label": "configmanager",
      "community_name": "Async API Client",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_base_client_py_scripts_base_client_configmanager"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/base_client.py",
      "source_location": "L159",
      "_origin": "ast",
      "community": 28,
      "norm_label": ".__init__()",
      "community_name": "Async API Client",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_base_client_py_scripts_base_client_configmanager_init"
    },
    {
      "label": ".google_credentials_path()",
      "file_type": "code",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/base_client.py",
      "source_location": "L163",
      "_origin": "ast",
      "community": 28,
      "norm_label": ".google_credentials_path()",
      "community_name": "Async API Client",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_base_client_py_scripts_base_client_configmanager_google_credentials_path"
    },
    {
      "label": ".pagespeed_api_key()",
      "file_type": "code",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/base_client.py",
      "source_location": "L172",
      "_origin": "ast",
      "community": 28,
      "norm_label": ".pagespeed_api_key()",
      "community_name": "Async API Client",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_base_client_py_scripts_base_client_configmanager_pagespeed_api_key"
    },
    {
      "label": ".custom_search_api_key()",
      "file_type": "code",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/base_client.py",
      "source_location": "L177",
      "_origin": "ast",
      "community": 28,
      "norm_label": ".custom_search_api_key()",
      "community_name": "Async API Client",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_base_client_py_scripts_base_client_configmanager_custom_search_api_key"
    },
    {
      "label": ".custom_search_engine_id()",
      "file_type": "code",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/base_client.py",
      "source_location": "L182",
      "_origin": "ast",
      "community": 28,
      "norm_label": ".custom_search_engine_id()",
      "community_name": "Async API Client",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_base_client_py_scripts_base_client_configmanager_custom_search_engine_id"
    },
    {
      "label": ".notion_token()",
      "file_type": "code",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/base_client.py",
      "source_location": "L187",
      "_origin": "ast",
      "community": 28,
      "norm_label": ".notion_token()",
      "community_name": "Async API Client",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_base_client_py_scripts_base_client_configmanager_notion_token"
    },
    {
      "label": ".validate_google_credentials()",
      "file_type": "code",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/base_client.py",
      "source_location": "L191",
      "_origin": "ast",
      "community": 28,
      "norm_label": ".validate_google_credentials()",
      "community_name": "Async API Client",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_base_client_py_scripts_base_client_configmanager_validate_google_credentials"
    },
    {
      "label": ".get_required()",
      "file_type": "code",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/base_client.py",
      "source_location": "L198",
      "_origin": "ast",
      "community": 28,
      "norm_label": ".get_required()",
      "community_name": "Async API Client",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_base_client_py_scripts_base_client_configmanager_get_required"
    },
    {
      "label": "Base Client - Shared async client utilities ====================================",
      "file_type": "rationale",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/base_client.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 28,
      "norm_label": "base client - shared async client utilities ====================================",
      "community_name": "Async API Client",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_base_client_py_scripts_base_client_rationale_1"
    },
    {
      "label": "Rate limiter using token bucket algorithm.",
      "file_type": "rationale",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/base_client.py",
      "source_location": "L36",
      "_origin": "ast",
      "community": 28,
      "norm_label": "rate limiter using token bucket algorithm.",
      "community_name": "Async API Client",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_base_client_py_scripts_base_client_rationale_36"
    },
    {
      "label": "Initialize rate limiter.          Args:             rate: Number of requests all",
      "file_type": "rationale",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/base_client.py",
      "source_location": "L39",
      "_origin": "ast",
      "community": 28,
      "norm_label": "initialize rate limiter.          args:             rate: number of requests all",
      "community_name": "Async API Client",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_base_client_py_scripts_base_client_rationale_39"
    },
    {
      "label": "Acquire a token, waiting if necessary.",
      "file_type": "rationale",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/base_client.py",
      "source_location": "L53",
      "_origin": "ast",
      "community": 28,
      "norm_label": "acquire a token, waiting if necessary.",
      "community_name": "Async API Client",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_base_client_py_scripts_base_client_rationale_53"
    },
    {
      "label": "Base class for async API clients with rate limiting.",
      "file_type": "rationale",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/base_client.py",
      "source_location": "L69",
      "_origin": "ast",
      "community": 28,
      "norm_label": "base class for async api clients with rate limiting.",
      "community_name": "Async API Client",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_base_client_py_scripts_base_client_rationale_69"
    },
    {
      "label": "Initialize base client.          Args:             max_concurrent: Maximum concu",
      "file_type": "rationale",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/base_client.py",
      "source_location": "L77",
      "_origin": "ast",
      "community": 28,
      "norm_label": "initialize base client.          args:             max_concurrent: maximum concu",
      "community_name": "Async API Client",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_base_client_py_scripts_base_client_rationale_77"
    },
    {
      "label": "Execute a request with rate limiting and retry.",
      "file_type": "rationale",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/base_client.py",
      "source_location": "L104",
      "_origin": "ast",
      "community": 28,
      "norm_label": "execute a request with rate limiting and retry.",
      "community_name": "Async API Client",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_base_client_py_scripts_base_client_rationale_104"
    },
    {
      "label": "Execute multiple requests concurrently.",
      "file_type": "rationale",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/base_client.py",
      "source_location": "L122",
      "_origin": "ast",
      "community": 28,
      "norm_label": "execute multiple requests concurrently.",
      "community_name": "Async API Client",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_base_client_py_scripts_base_client_rationale_122"
    },
    {
      "label": "Print request statistics.",
      "file_type": "rationale",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/base_client.py",
      "source_location": "L147",
      "_origin": "ast",
      "community": 28,
      "norm_label": "print request statistics.",
      "community_name": "Async API Client",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_base_client_py_scripts_base_client_rationale_147"
    },
    {
      "label": "Manage API configuration and credentials.",
      "file_type": "rationale",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/base_client.py",
      "source_location": "L157",
      "_origin": "ast",
      "community": 28,
      "norm_label": "manage api configuration and credentials.",
      "community_name": "Async API Client",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_base_client_py_scripts_base_client_rationale_157"
    },
    {
      "label": "Get Google service account credentials path.",
      "file_type": "rationale",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/base_client.py",
      "source_location": "L164",
      "_origin": "ast",
      "community": 28,
      "norm_label": "get google service account credentials path.",
      "community_name": "Async API Client",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_base_client_py_scripts_base_client_rationale_164"
    },
    {
      "label": "Get PageSpeed Insights API key.",
      "file_type": "rationale",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/base_client.py",
      "source_location": "L173",
      "_origin": "ast",
      "community": 28,
      "norm_label": "get pagespeed insights api key.",
      "community_name": "Async API Client",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_base_client_py_scripts_base_client_rationale_173"
    },
    {
      "label": "Get Custom Search API key.",
      "file_type": "rationale",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/base_client.py",
      "source_location": "L178",
      "_origin": "ast",
      "community": 28,
      "norm_label": "get custom search api key.",
      "community_name": "Async API Client",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_base_client_py_scripts_base_client_rationale_178"
    },
    {
      "label": "Get Custom Search Engine ID.",
      "file_type": "rationale",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/base_client.py",
      "source_location": "L183",
      "_origin": "ast",
      "community": 28,
      "norm_label": "get custom search engine id.",
      "community_name": "Async API Client",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_base_client_py_scripts_base_client_rationale_183"
    },
    {
      "label": "Get Notion API token.",
      "file_type": "rationale",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/base_client.py",
      "source_location": "L188",
      "_origin": "ast",
      "community": 28,
      "norm_label": "get notion api token.",
      "community_name": "Async API Client",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_base_client_py_scripts_base_client_rationale_188"
    },
    {
      "label": "Validate Google credentials are configured.",
      "file_type": "rationale",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/base_client.py",
      "source_location": "L192",
      "_origin": "ast",
      "community": 28,
      "norm_label": "validate google credentials are configured.",
      "community_name": "Async API Client",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_base_client_py_scripts_base_client_rationale_192"
    },
    {
      "label": "Get required environment variable or raise error.",
      "file_type": "rationale",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/base_client.py",
      "source_location": "L199",
      "_origin": "ast",
      "community": 28,
      "norm_label": "get required environment variable or raise error.",
      "community_name": "Async API Client",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_base_client_py_scripts_base_client_rationale_199"
    },
    {
      "label": "page_analyzer.py",
      "file_type": "code",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/page_analyzer.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 121,
      "norm_label": "page_analyzer.py",
      "community_name": "Web Page SEO Analyzer",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_page_analyzer_py_scripts_page_analyzer"
    },
    {
      "label": "LinkData",
      "file_type": "code",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/page_analyzer.py",
      "source_location": "L31",
      "_origin": "ast",
      "community": 121,
      "norm_label": "linkdata",
      "community_name": "Web Page SEO Analyzer",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_linkdata"
    },
    {
      "label": "HeadingData",
      "file_type": "code",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/page_analyzer.py",
      "source_location": "L41",
      "_origin": "ast",
      "community": 121,
      "norm_label": "headingdata",
      "community_name": "Web Page SEO Analyzer",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_headingdata"
    },
    {
      "label": "SchemaData",
      "file_type": "code",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/page_analyzer.py",
      "source_location": "L48",
      "_origin": "ast",
      "community": 121,
      "norm_label": "schemadata",
      "community_name": "Web Page SEO Analyzer",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_schemadata"
    },
    {
      "label": "OpenGraphData",
      "file_type": "code",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/page_analyzer.py",
      "source_location": "L56",
      "_origin": "ast",
      "community": 121,
      "norm_label": "opengraphdata",
      "community_name": "Web Page SEO Analyzer",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_opengraphdata"
    },
    {
      "label": "PageMetadata",
      "file_type": "code",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/page_analyzer.py",
      "source_location": "L72",
      "_origin": "ast",
      "community": 47,
      "norm_label": "pagemetadata",
      "community_name": "Web Page Scraper",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_pagemetadata"
    },
    {
      "label": ".to_dict()",
      "file_type": "code",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/page_analyzer.py",
      "source_location": "L124",
      "_origin": "ast",
      "community": 121,
      "norm_label": ".to_dict()",
      "community_name": "Web Page SEO Analyzer",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_pagemetadata_to_dict"
    },
    {
      "label": ".get_summary()",
      "file_type": "code",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/page_analyzer.py",
      "source_location": "L160",
      "_origin": "ast",
      "community": 121,
      "norm_label": ".get_summary()",
      "community_name": "Web Page SEO Analyzer",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_pagemetadata_get_summary"
    },
    {
      "label": "PageAnalyzer",
      "file_type": "code",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/page_analyzer.py",
      "source_location": "L178",
      "_origin": "ast",
      "community": 47,
      "norm_label": "pageanalyzer",
      "community_name": "Web Page Scraper",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_pageanalyzer"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/page_analyzer.py",
      "source_location": "L183",
      "_origin": "ast",
      "community": 47,
      "norm_label": ".__init__()",
      "community_name": "Web Page Scraper",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_pageanalyzer_init"
    },
    {
      "label": ".analyze_url()",
      "file_type": "code",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/page_analyzer.py",
      "source_location": "L204",
      "_origin": "ast",
      "community": 47,
      "norm_label": ".analyze_url()",
      "community_name": "Web Page Scraper",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_pageanalyzer_analyze_url"
    },
    {
      "label": "._extract_basic_meta()",
      "file_type": "code",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/page_analyzer.py",
      "source_location": "L257",
      "_origin": "ast",
      "community": 47,
      "norm_label": "._extract_basic_meta()",
      "community_name": "Web Page Scraper",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_pageanalyzer_extract_basic_meta"
    },
    {
      "label": "BeautifulSoup",
      "file_type": "code",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/page_analyzer.py",
      "source_location": "L257",
      "_origin": "ast",
      "community": 47,
      "norm_label": "beautifulsoup",
      "community_name": "Web Page Scraper",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_page_analyzer_py_beautifulsoup"
    },
    {
      "label": "._extract_canonical()",
      "file_type": "code",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/page_analyzer.py",
      "source_location": "L276",
      "_origin": "ast",
      "community": 47,
      "norm_label": "._extract_canonical()",
      "community_name": "Web Page Scraper",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_pageanalyzer_extract_canonical"
    },
    {
      "label": "._extract_robots_meta()",
      "file_type": "code",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/page_analyzer.py",
      "source_location": "L282",
      "_origin": "ast",
      "community": 47,
      "norm_label": "._extract_robots_meta()",
      "community_name": "Web Page Scraper",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_pageanalyzer_extract_robots_meta"
    },
    {
      "label": "._extract_hreflang()",
      "file_type": "code",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/page_analyzer.py",
      "source_location": "L296",
      "_origin": "ast",
      "community": 47,
      "norm_label": "._extract_hreflang()",
      "community_name": "Web Page Scraper",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_pageanalyzer_extract_hreflang"
    },
    {
      "label": "._extract_headings()",
      "file_type": "code",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/page_analyzer.py",
      "source_location": "L306",
      "_origin": "ast",
      "community": 47,
      "norm_label": "._extract_headings()",
      "community_name": "Web Page Scraper",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_pageanalyzer_extract_headings"
    },
    {
      "label": "._extract_open_graph()",
      "file_type": "code",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/page_analyzer.py",
      "source_location": "L320",
      "_origin": "ast",
      "community": 47,
      "norm_label": "._extract_open_graph()",
      "community_name": "Web Page Scraper",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_pageanalyzer_extract_open_graph"
    },
    {
      "label": "._extract_schema()",
      "file_type": "code",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/page_analyzer.py",
      "source_location": "L353",
      "_origin": "ast",
      "community": 47,
      "norm_label": "._extract_schema()",
      "community_name": "Web Page Scraper",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_pageanalyzer_extract_schema"
    },
    {
      "label": "._process_schema_item()",
      "file_type": "code",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/page_analyzer.py",
      "source_location": "L380",
      "_origin": "ast",
      "community": 47,
      "norm_label": "._process_schema_item()",
      "community_name": "Web Page Scraper",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_pageanalyzer_process_schema_item"
    },
    {
      "label": "._extract_links()",
      "file_type": "code",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/page_analyzer.py",
      "source_location": "L403",
      "_origin": "ast",
      "community": 47,
      "norm_label": "._extract_links()",
      "community_name": "Web Page Scraper",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_pageanalyzer_extract_links"
    },
    {
      "label": "._extract_images()",
      "file_type": "code",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/page_analyzer.py",
      "source_location": "L451",
      "_origin": "ast",
      "community": 47,
      "norm_label": "._extract_images()",
      "community_name": "Web Page Scraper",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_pageanalyzer_extract_images"
    },
    {
      "label": "._extract_content_metrics()",
      "file_type": "code",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/page_analyzer.py",
      "source_location": "L463",
      "_origin": "ast",
      "community": 47,
      "norm_label": "._extract_content_metrics()",
      "community_name": "Web Page Scraper",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_pageanalyzer_extract_content_metrics"
    },
    {
      "label": "._run_seo_checks()",
      "file_type": "code",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/page_analyzer.py",
      "source_location": "L474",
      "_origin": "ast",
      "community": 47,
      "norm_label": "._run_seo_checks()",
      "community_name": "Web Page Scraper",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_pageanalyzer_run_seo_checks"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/page_analyzer.py",
      "source_location": "L525",
      "_origin": "ast",
      "community": 121,
      "norm_label": "main()",
      "community_name": "Web Page SEO Analyzer",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_main"
    },
    {
      "label": "Page Analyzer - Extract SEO metadata from web pages ============================",
      "file_type": "rationale",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/page_analyzer.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 121,
      "norm_label": "page analyzer - extract seo metadata from web pages ============================",
      "community_name": "Web Page SEO Analyzer",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_rationale_1"
    },
    {
      "label": "Represents a link found on a page.",
      "file_type": "rationale",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/page_analyzer.py",
      "source_location": "L32",
      "_origin": "ast",
      "community": 121,
      "norm_label": "represents a link found on a page.",
      "community_name": "Web Page SEO Analyzer",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_rationale_32"
    },
    {
      "label": "Represents a heading found on a page.",
      "file_type": "rationale",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/page_analyzer.py",
      "source_location": "L42",
      "_origin": "ast",
      "community": 121,
      "norm_label": "represents a heading found on a page.",
      "community_name": "Web Page SEO Analyzer",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_rationale_42"
    },
    {
      "label": "Represents schema.org structured data.",
      "file_type": "rationale",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/page_analyzer.py",
      "source_location": "L49",
      "_origin": "ast",
      "community": 121,
      "norm_label": "represents schema.org structured data.",
      "community_name": "Web Page SEO Analyzer",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_rationale_49"
    },
    {
      "label": "Represents Open Graph metadata.",
      "file_type": "rationale",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/page_analyzer.py",
      "source_location": "L57",
      "_origin": "ast",
      "community": 121,
      "norm_label": "represents open graph metadata.",
      "community_name": "Web Page SEO Analyzer",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_rationale_57"
    },
    {
      "label": "Complete SEO metadata for a page.",
      "file_type": "rationale",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/page_analyzer.py",
      "source_location": "L73",
      "_origin": "ast",
      "community": 47,
      "norm_label": "complete seo metadata for a page.",
      "community_name": "Web Page Scraper",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_rationale_73"
    },
    {
      "label": "Convert to dictionary for JSON serialization.",
      "file_type": "rationale",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/page_analyzer.py",
      "source_location": "L125",
      "_origin": "ast",
      "community": 121,
      "norm_label": "convert to dictionary for json serialization.",
      "community_name": "Web Page SEO Analyzer",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_rationale_125"
    },
    {
      "label": "Get a brief summary of the page analysis.",
      "file_type": "rationale",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/page_analyzer.py",
      "source_location": "L161",
      "_origin": "ast",
      "community": 121,
      "norm_label": "get a brief summary of the page analysis.",
      "community_name": "Web Page SEO Analyzer",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_rationale_161"
    },
    {
      "label": "Analyze web pages for SEO metadata.",
      "file_type": "rationale",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/page_analyzer.py",
      "source_location": "L179",
      "_origin": "ast",
      "community": 47,
      "norm_label": "analyze web pages for seo metadata.",
      "community_name": "Web Page Scraper",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_rationale_179"
    },
    {
      "label": "Initialize page analyzer.          Args:             user_agent: Custom user age",
      "file_type": "rationale",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/page_analyzer.py",
      "source_location": "L188",
      "_origin": "ast",
      "community": 47,
      "norm_label": "initialize page analyzer.          args:             user_agent: custom user age",
      "community_name": "Web Page Scraper",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_rationale_188"
    },
    {
      "label": "Analyze a URL and extract SEO metadata.          Args:             url: URL to a",
      "file_type": "rationale",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/page_analyzer.py",
      "source_location": "L205",
      "_origin": "ast",
      "community": 47,
      "norm_label": "analyze a url and extract seo metadata.          args:             url: url to a",
      "community_name": "Web Page Scraper",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_rationale_205"
    },
    {
      "label": "Extract title and meta description.",
      "file_type": "rationale",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/page_analyzer.py",
      "source_location": "L258",
      "_origin": "ast",
      "community": 47,
      "norm_label": "extract title and meta description.",
      "community_name": "Web Page Scraper",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_rationale_258"
    },
    {
      "label": "Extract canonical URL.",
      "file_type": "rationale",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/page_analyzer.py",
      "source_location": "L277",
      "_origin": "ast",
      "community": 47,
      "norm_label": "extract canonical url.",
      "community_name": "Web Page Scraper",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_rationale_277"
    },
    {
      "label": "Extract robots meta tag.",
      "file_type": "rationale",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/page_analyzer.py",
      "source_location": "L283",
      "_origin": "ast",
      "community": 47,
      "norm_label": "extract robots meta tag.",
      "community_name": "Web Page Scraper",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_rationale_283"
    },
    {
      "label": "Extract hreflang tags.",
      "file_type": "rationale",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/page_analyzer.py",
      "source_location": "L297",
      "_origin": "ast",
      "community": 47,
      "norm_label": "extract hreflang tags.",
      "community_name": "Web Page Scraper",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_rationale_297"
    },
    {
      "label": "Extract all headings.",
      "file_type": "rationale",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/page_analyzer.py",
      "source_location": "L307",
      "_origin": "ast",
      "community": 47,
      "norm_label": "extract all headings.",
      "community_name": "Web Page Scraper",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_rationale_307"
    },
    {
      "label": "Extract Open Graph and Twitter Card data.",
      "file_type": "rationale",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/page_analyzer.py",
      "source_location": "L321",
      "_origin": "ast",
      "community": 47,
      "norm_label": "extract open graph and twitter card data.",
      "community_name": "Web Page Scraper",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_rationale_321"
    },
    {
      "label": "Extract schema.org structured data.",
      "file_type": "rationale",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/page_analyzer.py",
      "source_location": "L354",
      "_origin": "ast",
      "community": 47,
      "norm_label": "extract schema.org structured data.",
      "community_name": "Web Page Scraper",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_rationale_354"
    },
    {
      "label": "Process a single schema.org item.",
      "file_type": "rationale",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/page_analyzer.py",
      "source_location": "L381",
      "_origin": "ast",
      "community": 47,
      "norm_label": "process a single schema.org item.",
      "community_name": "Web Page Scraper",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_rationale_381"
    },
    {
      "label": "Extract internal and external links.",
      "file_type": "rationale",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/page_analyzer.py",
      "source_location": "L404",
      "_origin": "ast",
      "community": 47,
      "norm_label": "extract internal and external links.",
      "community_name": "Web Page Scraper",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_rationale_404"
    },
    {
      "label": "Extract image information.",
      "file_type": "rationale",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/page_analyzer.py",
      "source_location": "L452",
      "_origin": "ast",
      "community": 47,
      "norm_label": "extract image information.",
      "community_name": "Web Page Scraper",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_rationale_452"
    },
    {
      "label": "Extract content metrics like word count.",
      "file_type": "rationale",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/page_analyzer.py",
      "source_location": "L464",
      "_origin": "ast",
      "community": 47,
      "norm_label": "extract content metrics like word count.",
      "community_name": "Web Page Scraper",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_rationale_464"
    },
    {
      "label": "Run SEO checks and add issues/warnings.",
      "file_type": "rationale",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/page_analyzer.py",
      "source_location": "L475",
      "_origin": "ast",
      "community": 47,
      "norm_label": "run seo checks and add issues/warnings.",
      "community_name": "Web Page Scraper",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_rationale_475"
    },
    {
      "label": "CLI entry point for testing.",
      "file_type": "rationale",
      "source_file": "custom-skills/13-seo-on-page-audit/code/scripts/page_analyzer.py",
      "source_location": "L526",
      "_origin": "ast",
      "community": 121,
      "norm_label": "cli entry point for testing.",
      "community_name": "Web Page SEO Analyzer",
      "id": "custom_skills_13_seo_on_page_audit_code_scripts_page_analyzer_py_scripts_page_analyzer_rationale_526"
    },
    {
      "label": "base_client.py",
      "file_type": "code",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/base_client.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 29,
      "norm_label": "base_client.py",
      "community_name": "Async API Client",
      "id": "custom_skills_14_seo_core_web_vitals_code_scripts_base_client_py_scripts_base_client"
    },
    {
      "label": "RateLimiter",
      "file_type": "code",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/base_client.py",
      "source_location": "L35",
      "_origin": "ast",
      "community": 29,
      "norm_label": "ratelimiter",
      "community_name": "Async API Client",
      "id": "custom_skills_14_seo_core_web_vitals_code_scripts_base_client_py_scripts_base_client_ratelimiter"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/base_client.py",
      "source_location": "L38",
      "_origin": "ast",
      "community": 29,
      "norm_label": ".__init__()",
      "community_name": "Async API Client",
      "id": "custom_skills_14_seo_core_web_vitals_code_scripts_base_client_py_scripts_base_client_ratelimiter_init"
    },
    {
      "label": ".acquire()",
      "file_type": "code",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/base_client.py",
      "source_location": "L52",
      "_origin": "ast",
      "community": 29,
      "norm_label": ".acquire()",
      "community_name": "Async API Client",
      "id": "custom_skills_14_seo_core_web_vitals_code_scripts_base_client_py_scripts_base_client_ratelimiter_acquire"
    },
    {
      "label": "BaseAsyncClient",
      "file_type": "code",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/base_client.py",
      "source_location": "L68",
      "_origin": "ast",
      "community": 29,
      "norm_label": "baseasyncclient",
      "community_name": "Async API Client",
      "id": "custom_skills_14_seo_core_web_vitals_code_scripts_base_client_py_scripts_base_client_baseasyncclient"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/base_client.py",
      "source_location": "L71",
      "_origin": "ast",
      "community": 29,
      "norm_label": ".__init__()",
      "community_name": "Async API Client",
      "id": "custom_skills_14_seo_core_web_vitals_code_scripts_base_client_py_scripts_base_client_baseasyncclient_init"
    },
    {
      "label": "Logger",
      "file_type": "code",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/base_client.py",
      "source_location": "L71",
      "_origin": "ast",
      "community": 29,
      "norm_label": "logger",
      "community_name": "Async API Client",
      "id": "custom_skills_14_seo_core_web_vitals_code_scripts_base_client_py_logger"
    },
    {
      "label": "._rate_limited_request()",
      "file_type": "code",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/base_client.py",
      "source_location": "L100",
      "_origin": "ast",
      "community": 29,
      "norm_label": "._rate_limited_request()",
      "community_name": "Async API Client",
      "id": "custom_skills_14_seo_core_web_vitals_code_scripts_base_client_py_scripts_base_client_baseasyncclient_rate_limited_request"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/base_client.py",
      "source_location": "L100",
      "_origin": "ast",
      "community": 29,
      "norm_label": "any",
      "community_name": "Async API Client",
      "id": "custom_skills_14_seo_core_web_vitals_code_scripts_base_client_py_any"
    },
    {
      "label": ".batch_requests()",
      "file_type": "code",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/base_client.py",
      "source_location": "L117",
      "_origin": "ast",
      "community": 29,
      "norm_label": ".batch_requests()",
      "community_name": "Async API Client",
      "id": "custom_skills_14_seo_core_web_vitals_code_scripts_base_client_py_scripts_base_client_baseasyncclient_batch_requests"
    },
    {
      "label": ".print_stats()",
      "file_type": "code",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/base_client.py",
      "source_location": "L146",
      "_origin": "ast",
      "community": 29,
      "norm_label": ".print_stats()",
      "community_name": "Async API Client",
      "id": "custom_skills_14_seo_core_web_vitals_code_scripts_base_client_py_scripts_base_client_baseasyncclient_print_stats"
    },
    {
      "label": "ConfigManager",
      "file_type": "code",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/base_client.py",
      "source_location": "L156",
      "_origin": "ast",
      "community": 29,
      "norm_label": "configmanager",
      "community_name": "Async API Client",
      "id": "custom_skills_14_seo_core_web_vitals_code_scripts_base_client_py_scripts_base_client_configmanager"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/base_client.py",
      "source_location": "L159",
      "_origin": "ast",
      "community": 29,
      "norm_label": ".__init__()",
      "community_name": "Async API Client",
      "id": "custom_skills_14_seo_core_web_vitals_code_scripts_base_client_py_scripts_base_client_configmanager_init"
    },
    {
      "label": ".google_credentials_path()",
      "file_type": "code",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/base_client.py",
      "source_location": "L163",
      "_origin": "ast",
      "community": 29,
      "norm_label": ".google_credentials_path()",
      "community_name": "Async API Client",
      "id": "custom_skills_14_seo_core_web_vitals_code_scripts_base_client_py_scripts_base_client_configmanager_google_credentials_path"
    },
    {
      "label": ".pagespeed_api_key()",
      "file_type": "code",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/base_client.py",
      "source_location": "L172",
      "_origin": "ast",
      "community": 29,
      "norm_label": ".pagespeed_api_key()",
      "community_name": "Async API Client",
      "id": "custom_skills_14_seo_core_web_vitals_code_scripts_base_client_py_scripts_base_client_configmanager_pagespeed_api_key"
    },
    {
      "label": ".custom_search_api_key()",
      "file_type": "code",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/base_client.py",
      "source_location": "L177",
      "_origin": "ast",
      "community": 29,
      "norm_label": ".custom_search_api_key()",
      "community_name": "Async API Client",
      "id": "custom_skills_14_seo_core_web_vitals_code_scripts_base_client_py_scripts_base_client_configmanager_custom_search_api_key"
    },
    {
      "label": ".custom_search_engine_id()",
      "file_type": "code",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/base_client.py",
      "source_location": "L182",
      "_origin": "ast",
      "community": 29,
      "norm_label": ".custom_search_engine_id()",
      "community_name": "Async API Client",
      "id": "custom_skills_14_seo_core_web_vitals_code_scripts_base_client_py_scripts_base_client_configmanager_custom_search_engine_id"
    },
    {
      "label": ".notion_token()",
      "file_type": "code",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/base_client.py",
      "source_location": "L187",
      "_origin": "ast",
      "community": 29,
      "norm_label": ".notion_token()",
      "community_name": "Async API Client",
      "id": "custom_skills_14_seo_core_web_vitals_code_scripts_base_client_py_scripts_base_client_configmanager_notion_token"
    },
    {
      "label": ".validate_google_credentials()",
      "file_type": "code",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/base_client.py",
      "source_location": "L191",
      "_origin": "ast",
      "community": 29,
      "norm_label": ".validate_google_credentials()",
      "community_name": "Async API Client",
      "id": "custom_skills_14_seo_core_web_vitals_code_scripts_base_client_py_scripts_base_client_configmanager_validate_google_credentials"
    },
    {
      "label": ".get_required()",
      "file_type": "code",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/base_client.py",
      "source_location": "L198",
      "_origin": "ast",
      "community": 29,
      "norm_label": ".get_required()",
      "community_name": "Async API Client",
      "id": "custom_skills_14_seo_core_web_vitals_code_scripts_base_client_py_scripts_base_client_configmanager_get_required"
    },
    {
      "label": "Base Client - Shared async client utilities ====================================",
      "file_type": "rationale",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/base_client.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 29,
      "norm_label": "base client - shared async client utilities ====================================",
      "community_name": "Async API Client",
      "id": "custom_skills_14_seo_core_web_vitals_code_scripts_base_client_py_scripts_base_client_rationale_1"
    },
    {
      "label": "Rate limiter using token bucket algorithm.",
      "file_type": "rationale",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/base_client.py",
      "source_location": "L36",
      "_origin": "ast",
      "community": 29,
      "norm_label": "rate limiter using token bucket algorithm.",
      "community_name": "Async API Client",
      "id": "custom_skills_14_seo_core_web_vitals_code_scripts_base_client_py_scripts_base_client_rationale_36"
    },
    {
      "label": "Initialize rate limiter.          Args:             rate: Number of requests all",
      "file_type": "rationale",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/base_client.py",
      "source_location": "L39",
      "_origin": "ast",
      "community": 29,
      "norm_label": "initialize rate limiter.          args:             rate: number of requests all",
      "community_name": "Async API Client",
      "id": "custom_skills_14_seo_core_web_vitals_code_scripts_base_client_py_scripts_base_client_rationale_39"
    },
    {
      "label": "Acquire a token, waiting if necessary.",
      "file_type": "rationale",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/base_client.py",
      "source_location": "L53",
      "_origin": "ast",
      "community": 29,
      "norm_label": "acquire a token, waiting if necessary.",
      "community_name": "Async API Client",
      "id": "custom_skills_14_seo_core_web_vitals_code_scripts_base_client_py_scripts_base_client_rationale_53"
    },
    {
      "label": "Base class for async API clients with rate limiting.",
      "file_type": "rationale",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/base_client.py",
      "source_location": "L69",
      "_origin": "ast",
      "community": 29,
      "norm_label": "base class for async api clients with rate limiting.",
      "community_name": "Async API Client",
      "id": "custom_skills_14_seo_core_web_vitals_code_scripts_base_client_py_scripts_base_client_rationale_69"
    },
    {
      "label": "Initialize base client.          Args:             max_concurrent: Maximum concu",
      "file_type": "rationale",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/base_client.py",
      "source_location": "L77",
      "_origin": "ast",
      "community": 29,
      "norm_label": "initialize base client.          args:             max_concurrent: maximum concu",
      "community_name": "Async API Client",
      "id": "custom_skills_14_seo_core_web_vitals_code_scripts_base_client_py_scripts_base_client_rationale_77"
    },
    {
      "label": "Execute a request with rate limiting and retry.",
      "file_type": "rationale",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/base_client.py",
      "source_location": "L104",
      "_origin": "ast",
      "community": 29,
      "norm_label": "execute a request with rate limiting and retry.",
      "community_name": "Async API Client",
      "id": "custom_skills_14_seo_core_web_vitals_code_scripts_base_client_py_scripts_base_client_rationale_104"
    },
    {
      "label": "Execute multiple requests concurrently.",
      "file_type": "rationale",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/base_client.py",
      "source_location": "L122",
      "_origin": "ast",
      "community": 29,
      "norm_label": "execute multiple requests concurrently.",
      "community_name": "Async API Client",
      "id": "custom_skills_14_seo_core_web_vitals_code_scripts_base_client_py_scripts_base_client_rationale_122"
    },
    {
      "label": "Print request statistics.",
      "file_type": "rationale",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/base_client.py",
      "source_location": "L147",
      "_origin": "ast",
      "community": 29,
      "norm_label": "print request statistics.",
      "community_name": "Async API Client",
      "id": "custom_skills_14_seo_core_web_vitals_code_scripts_base_client_py_scripts_base_client_rationale_147"
    },
    {
      "label": "Manage API configuration and credentials.",
      "file_type": "rationale",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/base_client.py",
      "source_location": "L157",
      "_origin": "ast",
      "community": 29,
      "norm_label": "manage api configuration and credentials.",
      "community_name": "Async API Client",
      "id": "custom_skills_14_seo_core_web_vitals_code_scripts_base_client_py_scripts_base_client_rationale_157"
    },
    {
      "label": "Get Google service account credentials path.",
      "file_type": "rationale",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/base_client.py",
      "source_location": "L164",
      "_origin": "ast",
      "community": 29,
      "norm_label": "get google service account credentials path.",
      "community_name": "Async API Client",
      "id": "custom_skills_14_seo_core_web_vitals_code_scripts_base_client_py_scripts_base_client_rationale_164"
    },
    {
      "label": "Get PageSpeed Insights API key.",
      "file_type": "rationale",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/base_client.py",
      "source_location": "L173",
      "_origin": "ast",
      "community": 29,
      "norm_label": "get pagespeed insights api key.",
      "community_name": "Async API Client",
      "id": "custom_skills_14_seo_core_web_vitals_code_scripts_base_client_py_scripts_base_client_rationale_173"
    },
    {
      "label": "Get Custom Search API key.",
      "file_type": "rationale",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/base_client.py",
      "source_location": "L178",
      "_origin": "ast",
      "community": 29,
      "norm_label": "get custom search api key.",
      "community_name": "Async API Client",
      "id": "custom_skills_14_seo_core_web_vitals_code_scripts_base_client_py_scripts_base_client_rationale_178"
    },
    {
      "label": "Get Custom Search Engine ID.",
      "file_type": "rationale",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/base_client.py",
      "source_location": "L183",
      "_origin": "ast",
      "community": 29,
      "norm_label": "get custom search engine id.",
      "community_name": "Async API Client",
      "id": "custom_skills_14_seo_core_web_vitals_code_scripts_base_client_py_scripts_base_client_rationale_183"
    },
    {
      "label": "Get Notion API token.",
      "file_type": "rationale",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/base_client.py",
      "source_location": "L188",
      "_origin": "ast",
      "community": 29,
      "norm_label": "get notion api token.",
      "community_name": "Async API Client",
      "id": "custom_skills_14_seo_core_web_vitals_code_scripts_base_client_py_scripts_base_client_rationale_188"
    },
    {
      "label": "Validate Google credentials are configured.",
      "file_type": "rationale",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/base_client.py",
      "source_location": "L192",
      "_origin": "ast",
      "community": 29,
      "norm_label": "validate google credentials are configured.",
      "community_name": "Async API Client",
      "id": "custom_skills_14_seo_core_web_vitals_code_scripts_base_client_py_scripts_base_client_rationale_192"
    },
    {
      "label": "Get required environment variable or raise error.",
      "file_type": "rationale",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/base_client.py",
      "source_location": "L199",
      "_origin": "ast",
      "community": 29,
      "norm_label": "get required environment variable or raise error.",
      "community_name": "Async API Client",
      "id": "custom_skills_14_seo_core_web_vitals_code_scripts_base_client_py_scripts_base_client_rationale_199"
    },
    {
      "label": "pagespeed_client.py",
      "file_type": "code",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/pagespeed_client.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 69,
      "norm_label": "pagespeed_client.py",
      "community_name": "PageSpeed Insights Client",
      "id": "scripts_pagespeed_client"
    },
    {
      "label": "CoreWebVitals",
      "file_type": "code",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/pagespeed_client.py",
      "source_location": "L30",
      "_origin": "ast",
      "community": 69,
      "norm_label": "corewebvitals",
      "community_name": "PageSpeed Insights Client",
      "id": "scripts_pagespeed_client_corewebvitals"
    },
    {
      "label": ".to_dict()",
      "file_type": "code",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/pagespeed_client.py",
      "source_location": "L46",
      "_origin": "ast",
      "community": 69,
      "norm_label": ".to_dict()",
      "community_name": "PageSpeed Insights Client",
      "id": "scripts_pagespeed_client_corewebvitals_to_dict"
    },
    {
      "label": "PageSpeedResult",
      "file_type": "code",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/pagespeed_client.py",
      "source_location": "L58",
      "_origin": "ast",
      "community": 69,
      "norm_label": "pagespeedresult",
      "community_name": "PageSpeed Insights Client",
      "id": "scripts_pagespeed_client_pagespeedresult"
    },
    {
      "label": ".to_dict()",
      "file_type": "code",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/pagespeed_client.py",
      "source_location": "L73",
      "_origin": "ast",
      "community": 69,
      "norm_label": ".to_dict()",
      "community_name": "PageSpeed Insights Client",
      "id": "scripts_pagespeed_client_pagespeedresult_to_dict"
    },
    {
      "label": "PageSpeedClient",
      "file_type": "code",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/pagespeed_client.py",
      "source_location": "L91",
      "_origin": "ast",
      "community": 69,
      "norm_label": "pagespeedclient",
      "community_name": "PageSpeed Insights Client",
      "id": "scripts_pagespeed_client_pagespeedclient"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/pagespeed_client.py",
      "source_location": "L106",
      "_origin": "ast",
      "community": 69,
      "norm_label": ".__init__()",
      "community_name": "PageSpeed Insights Client",
      "id": "scripts_pagespeed_client_pagespeedclient_init"
    },
    {
      "label": "._rate_metric()",
      "file_type": "code",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/pagespeed_client.py",
      "source_location": "L116",
      "_origin": "ast",
      "community": 69,
      "norm_label": "._rate_metric()",
      "community_name": "PageSpeed Insights Client",
      "id": "scripts_pagespeed_client_pagespeedclient_rate_metric"
    },
    {
      "label": ".analyze()",
      "file_type": "code",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/pagespeed_client.py",
      "source_location": "L132",
      "_origin": "ast",
      "community": 69,
      "norm_label": ".analyze()",
      "community_name": "PageSpeed Insights Client",
      "id": "scripts_pagespeed_client_pagespeedclient_analyze"
    },
    {
      "label": ".analyze_both_strategies()",
      "file_type": "code",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/pagespeed_client.py",
      "source_location": "L275",
      "_origin": "ast",
      "community": 69,
      "norm_label": ".analyze_both_strategies()",
      "community_name": "PageSpeed Insights Client",
      "id": "scripts_pagespeed_client_pagespeedclient_analyze_both_strategies"
    },
    {
      "label": "._identify_mobile_issues()",
      "file_type": "code",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/pagespeed_client.py",
      "source_location": "L292",
      "_origin": "ast",
      "community": 69,
      "norm_label": "._identify_mobile_issues()",
      "community_name": "PageSpeed Insights Client",
      "id": "scripts_pagespeed_client_pagespeedclient_identify_mobile_issues"
    },
    {
      "label": ".get_cwv_summary()",
      "file_type": "code",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/pagespeed_client.py",
      "source_location": "L315",
      "_origin": "ast",
      "community": 69,
      "norm_label": ".get_cwv_summary()",
      "community_name": "PageSpeed Insights Client",
      "id": "scripts_pagespeed_client_pagespeedclient_get_cwv_summary"
    },
    {
      "label": "._overall_cwv_status()",
      "file_type": "code",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/pagespeed_client.py",
      "source_location": "L349",
      "_origin": "ast",
      "community": 69,
      "norm_label": "._overall_cwv_status()",
      "community_name": "PageSpeed Insights Client",
      "id": "scripts_pagespeed_client_pagespeedclient_overall_cwv_status"
    },
    {
      "label": ".generate_report()",
      "file_type": "code",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/pagespeed_client.py",
      "source_location": "L363",
      "_origin": "ast",
      "community": 69,
      "norm_label": ".generate_report()",
      "community_name": "PageSpeed Insights Client",
      "id": "scripts_pagespeed_client_pagespeedclient_generate_report"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/pagespeed_client.py",
      "source_location": "L410",
      "_origin": "ast",
      "community": 69,
      "norm_label": "main()",
      "community_name": "PageSpeed Insights Client",
      "id": "scripts_pagespeed_client_main"
    },
    {
      "label": "PageSpeed Insights Client ========================= Purpose: Get Core Web Vitals",
      "file_type": "rationale",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/pagespeed_client.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 69,
      "norm_label": "pagespeed insights client ========================= purpose: get core web vitals",
      "community_name": "PageSpeed Insights Client",
      "id": "scripts_pagespeed_client_rationale_1"
    },
    {
      "label": "Core Web Vitals metrics.",
      "file_type": "rationale",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/pagespeed_client.py",
      "source_location": "L31",
      "_origin": "ast",
      "community": 69,
      "norm_label": "core web vitals metrics.",
      "community_name": "PageSpeed Insights Client",
      "id": "scripts_pagespeed_client_rationale_31"
    },
    {
      "label": "PageSpeed analysis result.",
      "file_type": "rationale",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/pagespeed_client.py",
      "source_location": "L59",
      "_origin": "ast",
      "community": 69,
      "norm_label": "pagespeed analysis result.",
      "community_name": "PageSpeed Insights Client",
      "id": "scripts_pagespeed_client_rationale_59"
    },
    {
      "label": "Client for PageSpeed Insights API.",
      "file_type": "rationale",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/pagespeed_client.py",
      "source_location": "L92",
      "_origin": "ast",
      "community": 69,
      "norm_label": "client for pagespeed insights api.",
      "community_name": "PageSpeed Insights Client",
      "id": "scripts_pagespeed_client_rationale_92"
    },
    {
      "label": "Initialize PageSpeed client.          Args:             api_key: PageSpeed API k",
      "file_type": "rationale",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/pagespeed_client.py",
      "source_location": "L107",
      "_origin": "ast",
      "community": 69,
      "norm_label": "initialize pagespeed client.          args:             api_key: pagespeed api k",
      "community_name": "PageSpeed Insights Client",
      "id": "scripts_pagespeed_client_rationale_107"
    },
    {
      "label": "Rate a metric against thresholds.",
      "file_type": "rationale",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/pagespeed_client.py",
      "source_location": "L117",
      "_origin": "ast",
      "community": 69,
      "norm_label": "rate a metric against thresholds.",
      "community_name": "PageSpeed Insights Client",
      "id": "scripts_pagespeed_client_rationale_117"
    },
    {
      "label": "Analyze a URL with PageSpeed Insights.          Args:             url: URL to an",
      "file_type": "rationale",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/pagespeed_client.py",
      "source_location": "L138",
      "_origin": "ast",
      "community": 69,
      "norm_label": "analyze a url with pagespeed insights.          args:             url: url to an",
      "community_name": "PageSpeed Insights Client",
      "id": "scripts_pagespeed_client_rationale_138"
    },
    {
      "label": "Analyze URL for both mobile and desktop.",
      "file_type": "rationale",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/pagespeed_client.py",
      "source_location": "L276",
      "_origin": "ast",
      "community": 69,
      "norm_label": "analyze url for both mobile and desktop.",
      "community_name": "PageSpeed Insights Client",
      "id": "scripts_pagespeed_client_rationale_276"
    },
    {
      "label": "Identify issues that affect mobile more than desktop.",
      "file_type": "rationale",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/pagespeed_client.py",
      "source_location": "L297",
      "_origin": "ast",
      "community": 69,
      "norm_label": "identify issues that affect mobile more than desktop.",
      "community_name": "PageSpeed Insights Client",
      "id": "scripts_pagespeed_client_rationale_297"
    },
    {
      "label": "Get a summary focused on Core Web Vitals.",
      "file_type": "rationale",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/pagespeed_client.py",
      "source_location": "L316",
      "_origin": "ast",
      "community": 69,
      "norm_label": "get a summary focused on core web vitals.",
      "community_name": "PageSpeed Insights Client",
      "id": "scripts_pagespeed_client_rationale_316"
    },
    {
      "label": "Determine overall Core Web Vitals status.",
      "file_type": "rationale",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/pagespeed_client.py",
      "source_location": "L350",
      "_origin": "ast",
      "community": 69,
      "norm_label": "determine overall core web vitals status.",
      "community_name": "PageSpeed Insights Client",
      "id": "scripts_pagespeed_client_rationale_350"
    },
    {
      "label": "Generate human-readable performance report.",
      "file_type": "rationale",
      "source_file": "custom-skills/14-seo-core-web-vitals/code/scripts/pagespeed_client.py",
      "source_location": "L364",
      "_origin": "ast",
      "community": 69,
      "norm_label": "generate human-readable performance report.",
      "community_name": "PageSpeed Insights Client",
      "id": "scripts_pagespeed_client_rationale_364"
    },
    {
      "label": "base_client.py",
      "file_type": "code",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/base_client.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 30,
      "norm_label": "base_client.py",
      "community_name": "Async API Client",
      "id": "custom_skills_15_seo_search_console_code_scripts_base_client_py_scripts_base_client"
    },
    {
      "label": "RateLimiter",
      "file_type": "code",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/base_client.py",
      "source_location": "L35",
      "_origin": "ast",
      "community": 30,
      "norm_label": "ratelimiter",
      "community_name": "Async API Client",
      "id": "custom_skills_15_seo_search_console_code_scripts_base_client_py_scripts_base_client_ratelimiter"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/base_client.py",
      "source_location": "L38",
      "_origin": "ast",
      "community": 30,
      "norm_label": ".__init__()",
      "community_name": "Async API Client",
      "id": "custom_skills_15_seo_search_console_code_scripts_base_client_py_scripts_base_client_ratelimiter_init"
    },
    {
      "label": ".acquire()",
      "file_type": "code",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/base_client.py",
      "source_location": "L52",
      "_origin": "ast",
      "community": 30,
      "norm_label": ".acquire()",
      "community_name": "Async API Client",
      "id": "custom_skills_15_seo_search_console_code_scripts_base_client_py_scripts_base_client_ratelimiter_acquire"
    },
    {
      "label": "BaseAsyncClient",
      "file_type": "code",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/base_client.py",
      "source_location": "L68",
      "_origin": "ast",
      "community": 30,
      "norm_label": "baseasyncclient",
      "community_name": "Async API Client",
      "id": "custom_skills_15_seo_search_console_code_scripts_base_client_py_scripts_base_client_baseasyncclient"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/base_client.py",
      "source_location": "L71",
      "_origin": "ast",
      "community": 30,
      "norm_label": ".__init__()",
      "community_name": "Async API Client",
      "id": "custom_skills_15_seo_search_console_code_scripts_base_client_py_scripts_base_client_baseasyncclient_init"
    },
    {
      "label": "Logger",
      "file_type": "code",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/base_client.py",
      "source_location": "L71",
      "_origin": "ast",
      "community": 30,
      "norm_label": "logger",
      "community_name": "Async API Client",
      "id": "custom_skills_15_seo_search_console_code_scripts_base_client_py_logger"
    },
    {
      "label": "._rate_limited_request()",
      "file_type": "code",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/base_client.py",
      "source_location": "L100",
      "_origin": "ast",
      "community": 30,
      "norm_label": "._rate_limited_request()",
      "community_name": "Async API Client",
      "id": "custom_skills_15_seo_search_console_code_scripts_base_client_py_scripts_base_client_baseasyncclient_rate_limited_request"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/base_client.py",
      "source_location": "L100",
      "_origin": "ast",
      "community": 30,
      "norm_label": "any",
      "community_name": "Async API Client",
      "id": "custom_skills_15_seo_search_console_code_scripts_base_client_py_any"
    },
    {
      "label": ".batch_requests()",
      "file_type": "code",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/base_client.py",
      "source_location": "L117",
      "_origin": "ast",
      "community": 30,
      "norm_label": ".batch_requests()",
      "community_name": "Async API Client",
      "id": "custom_skills_15_seo_search_console_code_scripts_base_client_py_scripts_base_client_baseasyncclient_batch_requests"
    },
    {
      "label": ".print_stats()",
      "file_type": "code",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/base_client.py",
      "source_location": "L146",
      "_origin": "ast",
      "community": 30,
      "norm_label": ".print_stats()",
      "community_name": "Async API Client",
      "id": "custom_skills_15_seo_search_console_code_scripts_base_client_py_scripts_base_client_baseasyncclient_print_stats"
    },
    {
      "label": "ConfigManager",
      "file_type": "code",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/base_client.py",
      "source_location": "L156",
      "_origin": "ast",
      "community": 30,
      "norm_label": "configmanager",
      "community_name": "Async API Client",
      "id": "custom_skills_15_seo_search_console_code_scripts_base_client_py_scripts_base_client_configmanager"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/base_client.py",
      "source_location": "L159",
      "_origin": "ast",
      "community": 30,
      "norm_label": ".__init__()",
      "community_name": "Async API Client",
      "id": "custom_skills_15_seo_search_console_code_scripts_base_client_py_scripts_base_client_configmanager_init"
    },
    {
      "label": ".google_credentials_path()",
      "file_type": "code",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/base_client.py",
      "source_location": "L163",
      "_origin": "ast",
      "community": 30,
      "norm_label": ".google_credentials_path()",
      "community_name": "Async API Client",
      "id": "custom_skills_15_seo_search_console_code_scripts_base_client_py_scripts_base_client_configmanager_google_credentials_path"
    },
    {
      "label": ".pagespeed_api_key()",
      "file_type": "code",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/base_client.py",
      "source_location": "L172",
      "_origin": "ast",
      "community": 30,
      "norm_label": ".pagespeed_api_key()",
      "community_name": "Async API Client",
      "id": "custom_skills_15_seo_search_console_code_scripts_base_client_py_scripts_base_client_configmanager_pagespeed_api_key"
    },
    {
      "label": ".custom_search_api_key()",
      "file_type": "code",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/base_client.py",
      "source_location": "L177",
      "_origin": "ast",
      "community": 30,
      "norm_label": ".custom_search_api_key()",
      "community_name": "Async API Client",
      "id": "custom_skills_15_seo_search_console_code_scripts_base_client_py_scripts_base_client_configmanager_custom_search_api_key"
    },
    {
      "label": ".custom_search_engine_id()",
      "file_type": "code",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/base_client.py",
      "source_location": "L182",
      "_origin": "ast",
      "community": 30,
      "norm_label": ".custom_search_engine_id()",
      "community_name": "Async API Client",
      "id": "custom_skills_15_seo_search_console_code_scripts_base_client_py_scripts_base_client_configmanager_custom_search_engine_id"
    },
    {
      "label": ".notion_token()",
      "file_type": "code",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/base_client.py",
      "source_location": "L187",
      "_origin": "ast",
      "community": 30,
      "norm_label": ".notion_token()",
      "community_name": "Async API Client",
      "id": "custom_skills_15_seo_search_console_code_scripts_base_client_py_scripts_base_client_configmanager_notion_token"
    },
    {
      "label": ".validate_google_credentials()",
      "file_type": "code",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/base_client.py",
      "source_location": "L191",
      "_origin": "ast",
      "community": 30,
      "norm_label": ".validate_google_credentials()",
      "community_name": "Async API Client",
      "id": "custom_skills_15_seo_search_console_code_scripts_base_client_py_scripts_base_client_configmanager_validate_google_credentials"
    },
    {
      "label": ".get_required()",
      "file_type": "code",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/base_client.py",
      "source_location": "L198",
      "_origin": "ast",
      "community": 30,
      "norm_label": ".get_required()",
      "community_name": "Async API Client",
      "id": "custom_skills_15_seo_search_console_code_scripts_base_client_py_scripts_base_client_configmanager_get_required"
    },
    {
      "label": "Base Client - Shared async client utilities ====================================",
      "file_type": "rationale",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/base_client.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 30,
      "norm_label": "base client - shared async client utilities ====================================",
      "community_name": "Async API Client",
      "id": "custom_skills_15_seo_search_console_code_scripts_base_client_py_scripts_base_client_rationale_1"
    },
    {
      "label": "Rate limiter using token bucket algorithm.",
      "file_type": "rationale",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/base_client.py",
      "source_location": "L36",
      "_origin": "ast",
      "community": 30,
      "norm_label": "rate limiter using token bucket algorithm.",
      "community_name": "Async API Client",
      "id": "custom_skills_15_seo_search_console_code_scripts_base_client_py_scripts_base_client_rationale_36"
    },
    {
      "label": "Initialize rate limiter.          Args:             rate: Number of requests all",
      "file_type": "rationale",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/base_client.py",
      "source_location": "L39",
      "_origin": "ast",
      "community": 30,
      "norm_label": "initialize rate limiter.          args:             rate: number of requests all",
      "community_name": "Async API Client",
      "id": "custom_skills_15_seo_search_console_code_scripts_base_client_py_scripts_base_client_rationale_39"
    },
    {
      "label": "Acquire a token, waiting if necessary.",
      "file_type": "rationale",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/base_client.py",
      "source_location": "L53",
      "_origin": "ast",
      "community": 30,
      "norm_label": "acquire a token, waiting if necessary.",
      "community_name": "Async API Client",
      "id": "custom_skills_15_seo_search_console_code_scripts_base_client_py_scripts_base_client_rationale_53"
    },
    {
      "label": "Base class for async API clients with rate limiting.",
      "file_type": "rationale",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/base_client.py",
      "source_location": "L69",
      "_origin": "ast",
      "community": 30,
      "norm_label": "base class for async api clients with rate limiting.",
      "community_name": "Async API Client",
      "id": "custom_skills_15_seo_search_console_code_scripts_base_client_py_scripts_base_client_rationale_69"
    },
    {
      "label": "Initialize base client.          Args:             max_concurrent: Maximum concu",
      "file_type": "rationale",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/base_client.py",
      "source_location": "L77",
      "_origin": "ast",
      "community": 30,
      "norm_label": "initialize base client.          args:             max_concurrent: maximum concu",
      "community_name": "Async API Client",
      "id": "custom_skills_15_seo_search_console_code_scripts_base_client_py_scripts_base_client_rationale_77"
    },
    {
      "label": "Execute a request with rate limiting and retry.",
      "file_type": "rationale",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/base_client.py",
      "source_location": "L104",
      "_origin": "ast",
      "community": 30,
      "norm_label": "execute a request with rate limiting and retry.",
      "community_name": "Async API Client",
      "id": "custom_skills_15_seo_search_console_code_scripts_base_client_py_scripts_base_client_rationale_104"
    },
    {
      "label": "Execute multiple requests concurrently.",
      "file_type": "rationale",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/base_client.py",
      "source_location": "L122",
      "_origin": "ast",
      "community": 30,
      "norm_label": "execute multiple requests concurrently.",
      "community_name": "Async API Client",
      "id": "custom_skills_15_seo_search_console_code_scripts_base_client_py_scripts_base_client_rationale_122"
    },
    {
      "label": "Print request statistics.",
      "file_type": "rationale",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/base_client.py",
      "source_location": "L147",
      "_origin": "ast",
      "community": 30,
      "norm_label": "print request statistics.",
      "community_name": "Async API Client",
      "id": "custom_skills_15_seo_search_console_code_scripts_base_client_py_scripts_base_client_rationale_147"
    },
    {
      "label": "Manage API configuration and credentials.",
      "file_type": "rationale",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/base_client.py",
      "source_location": "L157",
      "_origin": "ast",
      "community": 30,
      "norm_label": "manage api configuration and credentials.",
      "community_name": "Async API Client",
      "id": "custom_skills_15_seo_search_console_code_scripts_base_client_py_scripts_base_client_rationale_157"
    },
    {
      "label": "Get Google service account credentials path.",
      "file_type": "rationale",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/base_client.py",
      "source_location": "L164",
      "_origin": "ast",
      "community": 30,
      "norm_label": "get google service account credentials path.",
      "community_name": "Async API Client",
      "id": "custom_skills_15_seo_search_console_code_scripts_base_client_py_scripts_base_client_rationale_164"
    },
    {
      "label": "Get PageSpeed Insights API key.",
      "file_type": "rationale",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/base_client.py",
      "source_location": "L173",
      "_origin": "ast",
      "community": 30,
      "norm_label": "get pagespeed insights api key.",
      "community_name": "Async API Client",
      "id": "custom_skills_15_seo_search_console_code_scripts_base_client_py_scripts_base_client_rationale_173"
    },
    {
      "label": "Get Custom Search API key.",
      "file_type": "rationale",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/base_client.py",
      "source_location": "L178",
      "_origin": "ast",
      "community": 30,
      "norm_label": "get custom search api key.",
      "community_name": "Async API Client",
      "id": "custom_skills_15_seo_search_console_code_scripts_base_client_py_scripts_base_client_rationale_178"
    },
    {
      "label": "Get Custom Search Engine ID.",
      "file_type": "rationale",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/base_client.py",
      "source_location": "L183",
      "_origin": "ast",
      "community": 30,
      "norm_label": "get custom search engine id.",
      "community_name": "Async API Client",
      "id": "custom_skills_15_seo_search_console_code_scripts_base_client_py_scripts_base_client_rationale_183"
    },
    {
      "label": "Get Notion API token.",
      "file_type": "rationale",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/base_client.py",
      "source_location": "L188",
      "_origin": "ast",
      "community": 30,
      "norm_label": "get notion api token.",
      "community_name": "Async API Client",
      "id": "custom_skills_15_seo_search_console_code_scripts_base_client_py_scripts_base_client_rationale_188"
    },
    {
      "label": "Validate Google credentials are configured.",
      "file_type": "rationale",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/base_client.py",
      "source_location": "L192",
      "_origin": "ast",
      "community": 30,
      "norm_label": "validate google credentials are configured.",
      "community_name": "Async API Client",
      "id": "custom_skills_15_seo_search_console_code_scripts_base_client_py_scripts_base_client_rationale_192"
    },
    {
      "label": "Get required environment variable or raise error.",
      "file_type": "rationale",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/base_client.py",
      "source_location": "L199",
      "_origin": "ast",
      "community": 30,
      "norm_label": "get required environment variable or raise error.",
      "community_name": "Async API Client",
      "id": "custom_skills_15_seo_search_console_code_scripts_base_client_py_scripts_base_client_rationale_199"
    },
    {
      "label": "gsc_client.py",
      "file_type": "code",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/gsc_client.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 60,
      "norm_label": "gsc_client.py",
      "community_name": "Google Search Console Client",
      "id": "scripts_gsc_client"
    },
    {
      "label": "SearchAnalyticsResult",
      "file_type": "code",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/gsc_client.py",
      "source_location": "L30",
      "_origin": "ast",
      "community": 60,
      "norm_label": "searchanalyticsresult",
      "community_name": "Google Search Console Client",
      "id": "scripts_gsc_client_searchanalyticsresult"
    },
    {
      "label": "SitemapInfo",
      "file_type": "code",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/gsc_client.py",
      "source_location": "L41",
      "_origin": "ast",
      "community": 60,
      "norm_label": "sitemapinfo",
      "community_name": "Google Search Console Client",
      "id": "scripts_gsc_client_sitemapinfo"
    },
    {
      "label": "SearchConsoleClient",
      "file_type": "code",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/gsc_client.py",
      "source_location": "L53",
      "_origin": "ast",
      "community": 60,
      "norm_label": "searchconsoleclient",
      "community_name": "Google Search Console Client",
      "id": "scripts_gsc_client_searchconsoleclient"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/gsc_client.py",
      "source_location": "L58",
      "_origin": "ast",
      "community": 60,
      "norm_label": ".__init__()",
      "community_name": "Google Search Console Client",
      "id": "scripts_gsc_client_searchconsoleclient_init"
    },
    {
      "label": ".service()",
      "file_type": "code",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/gsc_client.py",
      "source_location": "L69",
      "_origin": "ast",
      "community": 60,
      "norm_label": ".service()",
      "community_name": "Google Search Console Client",
      "id": "scripts_gsc_client_searchconsoleclient_service"
    },
    {
      "label": ".list_sites()",
      "file_type": "code",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/gsc_client.py",
      "source_location": "L86",
      "_origin": "ast",
      "community": 60,
      "norm_label": ".list_sites()",
      "community_name": "Google Search Console Client",
      "id": "scripts_gsc_client_searchconsoleclient_list_sites"
    },
    {
      "label": ".get_search_analytics()",
      "file_type": "code",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/gsc_client.py",
      "source_location": "L91",
      "_origin": "ast",
      "community": 60,
      "norm_label": ".get_search_analytics()",
      "community_name": "Google Search Console Client",
      "id": "scripts_gsc_client_searchconsoleclient_get_search_analytics"
    },
    {
      "label": ".get_top_queries()",
      "file_type": "code",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/gsc_client.py",
      "source_location": "L162",
      "_origin": "ast",
      "community": 60,
      "norm_label": ".get_top_queries()",
      "community_name": "Google Search Console Client",
      "id": "scripts_gsc_client_searchconsoleclient_get_top_queries"
    },
    {
      "label": ".get_top_pages()",
      "file_type": "code",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/gsc_client.py",
      "source_location": "L196",
      "_origin": "ast",
      "community": 60,
      "norm_label": ".get_top_pages()",
      "community_name": "Google Search Console Client",
      "id": "scripts_gsc_client_searchconsoleclient_get_top_pages"
    },
    {
      "label": ".get_sitemaps()",
      "file_type": "code",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/gsc_client.py",
      "source_location": "L229",
      "_origin": "ast",
      "community": 60,
      "norm_label": ".get_sitemaps()",
      "community_name": "Google Search Console Client",
      "id": "scripts_gsc_client_searchconsoleclient_get_sitemaps"
    },
    {
      "label": ".submit_sitemap()",
      "file_type": "code",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/gsc_client.py",
      "source_location": "L251",
      "_origin": "ast",
      "community": 60,
      "norm_label": ".submit_sitemap()",
      "community_name": "Google Search Console Client",
      "id": "scripts_gsc_client_searchconsoleclient_submit_sitemap"
    },
    {
      "label": ".inspect_url()",
      "file_type": "code",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/gsc_client.py",
      "source_location": "L264",
      "_origin": "ast",
      "community": 60,
      "norm_label": ".inspect_url()",
      "community_name": "Google Search Console Client",
      "id": "scripts_gsc_client_searchconsoleclient_inspect_url"
    },
    {
      "label": ".get_performance_summary()",
      "file_type": "code",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/gsc_client.py",
      "source_location": "L303",
      "_origin": "ast",
      "community": 60,
      "norm_label": ".get_performance_summary()",
      "community_name": "Google Search Console Client",
      "id": "scripts_gsc_client_searchconsoleclient_get_performance_summary"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/gsc_client.py",
      "source_location": "L366",
      "_origin": "ast",
      "community": 60,
      "norm_label": "main()",
      "community_name": "Google Search Console Client",
      "id": "scripts_gsc_client_main"
    },
    {
      "label": "Google Search Console Client ============================ Purpose: Interact with",
      "file_type": "rationale",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/gsc_client.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 60,
      "norm_label": "google search console client ============================ purpose: interact with",
      "community_name": "Google Search Console Client",
      "id": "scripts_gsc_client_rationale_1"
    },
    {
      "label": "Search analytics query result.",
      "file_type": "rationale",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/gsc_client.py",
      "source_location": "L31",
      "_origin": "ast",
      "community": 60,
      "norm_label": "search analytics query result.",
      "community_name": "Google Search Console Client",
      "id": "scripts_gsc_client_rationale_31"
    },
    {
      "label": "Sitemap information from Search Console.",
      "file_type": "rationale",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/gsc_client.py",
      "source_location": "L42",
      "_origin": "ast",
      "community": 60,
      "norm_label": "sitemap information from search console.",
      "community_name": "Google Search Console Client",
      "id": "scripts_gsc_client_rationale_42"
    },
    {
      "label": "Client for Google Search Console API.",
      "file_type": "rationale",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/gsc_client.py",
      "source_location": "L54",
      "_origin": "ast",
      "community": 60,
      "norm_label": "client for google search console api.",
      "community_name": "Google Search Console Client",
      "id": "scripts_gsc_client_rationale_54"
    },
    {
      "label": "Initialize Search Console client.          Args:             credentials_path: P",
      "file_type": "rationale",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/gsc_client.py",
      "source_location": "L59",
      "_origin": "ast",
      "community": 60,
      "norm_label": "initialize search console client.          args:             credentials_path: p",
      "community_name": "Google Search Console Client",
      "id": "scripts_gsc_client_rationale_59"
    },
    {
      "label": "Get or create Search Console service.",
      "file_type": "rationale",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/gsc_client.py",
      "source_location": "L70",
      "_origin": "ast",
      "community": 60,
      "norm_label": "get or create search console service.",
      "community_name": "Google Search Console Client",
      "id": "scripts_gsc_client_rationale_70"
    },
    {
      "label": "List all sites accessible to the service account.",
      "file_type": "rationale",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/gsc_client.py",
      "source_location": "L87",
      "_origin": "ast",
      "community": 60,
      "norm_label": "list all sites accessible to the service account.",
      "community_name": "Google Search Console Client",
      "id": "scripts_gsc_client_rationale_87"
    },
    {
      "label": "Get search analytics data.          Args:             site_url: Site URL (e.g.,",
      "file_type": "rationale",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/gsc_client.py",
      "source_location": "L100",
      "_origin": "ast",
      "community": 60,
      "norm_label": "get search analytics data.          args:             site_url: site url (e.g.,",
      "community_name": "Google Search Console Client",
      "id": "scripts_gsc_client_rationale_100"
    },
    {
      "label": "Get top search queries by clicks.",
      "file_type": "rationale",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/gsc_client.py",
      "source_location": "L169",
      "_origin": "ast",
      "community": 60,
      "norm_label": "get top search queries by clicks.",
      "community_name": "Google Search Console Client",
      "id": "scripts_gsc_client_rationale_169"
    },
    {
      "label": "Get top pages by clicks.",
      "file_type": "rationale",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/gsc_client.py",
      "source_location": "L203",
      "_origin": "ast",
      "community": 60,
      "norm_label": "get top pages by clicks.",
      "community_name": "Google Search Console Client",
      "id": "scripts_gsc_client_rationale_203"
    },
    {
      "label": "Get list of sitemaps for a site.",
      "file_type": "rationale",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/gsc_client.py",
      "source_location": "L230",
      "_origin": "ast",
      "community": 60,
      "norm_label": "get list of sitemaps for a site.",
      "community_name": "Google Search Console Client",
      "id": "scripts_gsc_client_rationale_230"
    },
    {
      "label": "Submit a sitemap for indexing.",
      "file_type": "rationale",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/gsc_client.py",
      "source_location": "L252",
      "_origin": "ast",
      "community": 60,
      "norm_label": "submit a sitemap for indexing.",
      "community_name": "Google Search Console Client",
      "id": "scripts_gsc_client_rationale_252"
    },
    {
      "label": "Inspect a URL's indexing status.          Note: This uses the URL Inspection API",
      "file_type": "rationale",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/gsc_client.py",
      "source_location": "L265",
      "_origin": "ast",
      "community": 60,
      "norm_label": "inspect a url's indexing status.          note: this uses the url inspection api",
      "community_name": "Google Search Console Client",
      "id": "scripts_gsc_client_rationale_265"
    },
    {
      "label": "Get a summary of search performance.",
      "file_type": "rationale",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/gsc_client.py",
      "source_location": "L308",
      "_origin": "ast",
      "community": 60,
      "norm_label": "get a summary of search performance.",
      "community_name": "Google Search Console Client",
      "id": "scripts_gsc_client_rationale_308"
    },
    {
      "label": "Test the Search Console client.",
      "file_type": "rationale",
      "source_file": "custom-skills/15-seo-search-console/code/scripts/gsc_client.py",
      "source_location": "L367",
      "_origin": "ast",
      "community": 60,
      "norm_label": "test the search console client.",
      "community_name": "Google Search Console Client",
      "id": "scripts_gsc_client_rationale_367"
    },
    {
      "label": "base_client.py",
      "file_type": "code",
      "source_file": "custom-skills/16-seo-schema-validator/code/scripts/base_client.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 31,
      "norm_label": "base_client.py",
      "community_name": "Async API Client",
      "id": "custom_skills_16_seo_schema_validator_code_scripts_base_client_py_scripts_base_client"
    },
    {
      "label": "RateLimiter",
      "file_type": "code",
      "source_file": "custom-skills/16-seo-schema-validator/code/scripts/base_client.py",
      "source_location": "L35",
      "_origin": "ast",
      "community": 31,
      "norm_label": "ratelimiter",
      "community_name": "Async API Client",
      "id": "custom_skills_16_seo_schema_validator_code_scripts_base_client_py_scripts_base_client_ratelimiter"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/16-seo-schema-validator/code/scripts/base_client.py",
      "source_location": "L38",
      "_origin": "ast",
      "community": 31,
      "norm_label": ".__init__()",
      "community_name": "Async API Client",
      "id": "custom_skills_16_seo_schema_validator_code_scripts_base_client_py_scripts_base_client_ratelimiter_init"
    },
    {
      "label": ".acquire()",
      "file_type": "code",
      "source_file": "custom-skills/16-seo-schema-validator/code/scripts/base_client.py",
      "source_location": "L52",
      "_origin": "ast",
      "community": 31,
      "norm_label": ".acquire()",
      "community_name": "Async API Client",
      "id": "custom_skills_16_seo_schema_validator_code_scripts_base_client_py_scripts_base_client_ratelimiter_acquire"
    },
    {
      "label": "BaseAsyncClient",
      "file_type": "code",
      "source_file": "custom-skills/16-seo-schema-validator/code/scripts/base_client.py",
      "source_location": "L68",
      "_origin": "ast",
      "community": 31,
      "norm_label": "baseasyncclient",
      "community_name": "Async API Client",
      "id": "custom_skills_16_seo_schema_validator_code_scripts_base_client_py_scripts_base_client_baseasyncclient"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/16-seo-schema-validator/code/scripts/base_client.py",
      "source_location": "L71",
      "_origin": "ast",
      "community": 31,
      "norm_label": ".__init__()",
      "community_name": "Async API Client",
      "id": "custom_skills_16_seo_schema_validator_code_scripts_base_client_py_scripts_base_client_baseasyncclient_init"
    },
    {
      "label": "Logger",
      "file_type": "code",
      "source_file": "custom-skills/16-seo-schema-validator/code/scripts/base_client.py",
      "source_location": "L71",
      "_origin": "ast",
      "community": 31,
      "norm_label": "logger",
      "community_name": "Async API Client",
      "id": "custom_skills_16_seo_schema_validator_code_scripts_base_client_py_logger"
    },
    {
      "label": "._rate_limited_request()",
      "file_type": "code",
      "source_file": "custom-skills/16-seo-schema-validator/code/scripts/base_client.py",
      "source_location": "L100",
      "_origin": "ast",
      "community": 31,
      "norm_label": "._rate_limited_request()",
      "community_name": "Async API Client",
      "id": "custom_skills_16_seo_schema_validator_code_scripts_base_client_py_scripts_base_client_baseasyncclient_rate_limited_request"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "custom-skills/16-seo-schema-validator/code/scripts/base_client.py",
      "source_location": "L100",
      "_origin": "ast",
      "community": 31,
      "norm_label": "any",
      "community_name": "Async API Client",
      "id": "custom_skills_16_seo_schema_validator_code_scripts_base_client_py_any"
    },
    {
      "label": ".batch_requests()",
      "file_type": "code",
      "source_file": "custom-skills/16-seo-schema-validator/code/scripts/base_client.py",
      "source_location": "L117",
      "_origin": "ast",
      "community": 31,
      "norm_label": ".batch_requests()",
      "community_name": "Async API Client",
      "id": "custom_skills_16_seo_schema_validator_code_scripts_base_client_py_scripts_base_client_baseasyncclient_batch_requests"
    },
    {
      "label": ".print_stats()",
      "file_type": "code",
      "source_file": "custom-skills/16-seo-schema-validator/code/scripts/base_client.py",
      "source_location": "L146",
      "_origin": "ast",
      "community": 31,
      "norm_label": ".print_stats()",
      "community_name": "Async API Client",
      "id": "custom_skills_16_seo_schema_validator_code_scripts_base_client_py_scripts_base_client_baseasyncclient_print_stats"
    },
    {
      "label": "ConfigManager",
      "file_type": "code",
      "source_file": "custom-skills/16-seo-schema-validator/code/scripts/base_client.py",
      "source_location": "L156",
      "_origin": "ast",
      "community": 31,
      "norm_label": "configmanager",
      "community_name": "Async API Client",
      "id": "custom_skills_16_seo_schema_validator_code_scripts_base_client_py_scripts_base_client_configmanager"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/16-seo-schema-validator/code/scripts/base_client.py",
      "source_location": "L159",
      "_origin": "ast",
      "community": 31,
      "norm_label": ".__init__()",
      "community_name": "Async API Client",
      "id": "custom_skills_16_seo_schema_validator_code_scripts_base_client_py_scripts_base_client_configmanager_init"
    },
    {
      "label": ".google_credentials_path()",
      "file_type": "code",
      "source_file": "custom-skills/16-seo-schema-validator/code/scripts/base_client.py",
      "source_location": "L163",
      "_origin": "ast",
      "community": 31,
      "norm_label": ".google_credentials_path()",
      "community_name": "Async API Client",
      "id": "custom_skills_16_seo_schema_validator_code_scripts_base_client_py_scripts_base_client_configmanager_google_credentials_path"
    },
    {
      "label": ".pagespeed_api_key()",
      "file_type": "code",
      "source_file": "custom-skills/16-seo-schema-validator/code/scripts/base_client.py",
      "source_location": "L172",
      "_origin": "ast",
      "community": 31,
      "norm_label": ".pagespeed_api_key()",
      "community_name": "Async API Client",
      "id": "custom_skills_16_seo_schema_validator_code_scripts_base_client_py_scripts_base_client_configmanager_pagespeed_api_key"
    },
    {
      "label": ".custom_search_api_key()",
      "file_type": "code",
      "source_file": "custom-skills/16-seo-schema-validator/code/scripts/base_client.py",
      "source_location": "L177",
      "_origin": "ast",
      "community": 31,
      "norm_label": ".custom_search_api_key()",
      "community_name": "Async API Client",
      "id": "custom_skills_16_seo_schema_validator_code_scripts_base_client_py_scripts_base_client_configmanager_custom_search_api_key"
    },
    {
      "label": ".custom_search_engine_id()",
      "file_type": "code",
      "source_file": "custom-skills/16-seo-schema-validator/code/scripts/base_client.py",
      "source_location": "L182",
      "_origin": "ast",
      "community": 31,
      "norm_label": ".custom_search_engine_id()",
      "community_name": "Async API Client",
      "id": "custom_skills_16_seo_schema_validator_code_scripts_base_client_py_scripts_base_client_configmanager_custom_search_engine_id"
    },
    {
      "label": ".notion_token()",
      "file_type": "code",
      "source_file": "custom-skills/16-seo-schema-validator/code/scripts/base_client.py",
      "source_location": "L187",
      "_origin": "ast",
      "community": 31,
      "norm_label": ".notion_token()",
      "community_name": "Async API Client",
      "id": "custom_skills_16_seo_schema_validator_code_scripts_base_client_py_scripts_base_client_configmanager_notion_token"
    },
    {
      "label": ".validate_google_credentials()",
      "file_type": "code",
      "source_file": "custom-skills/16-seo-schema-validator/code/scripts/base_client.py",
      "source_location": "L191",
      "_origin": "ast",
      "community": 31,
      "norm_label": ".validate_google_credentials()",
      "community_name": "Async API Client",
      "id": "custom_skills_16_seo_schema_validator_code_scripts_base_client_py_scripts_base_client_configmanager_validate_google_credentials"
    },
    {
      "label": ".get_required()",
      "file_type": "code",
      "source_file": "custom-skills/16-seo-schema-validator/code/scripts/base_client.py",
      "source_location": "L198",
      "_origin": "ast",
      "community": 31,
      "norm_label": ".get_required()",
      "community_name": "Async API Client",
      "id": "custom_skills_16_seo_schema_validator_code_scripts_base_client_py_scripts_base_client_configmanager_get_required"
    },
    {
      "label": "Base Client - Shared async client utilities ====================================",
      "file_type": "rationale",
      "source_file": "custom-skills/16-seo-schema-validator/code/scripts/base_client.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 31,
      "norm_label": "base client - shared async client utilities ====================================",
      "community_name": "Async API Client",
      "id": "custom_skills_16_seo_schema_validator_code_scripts_base_client_py_scripts_base_client_rationale_1"
    },
    {
      "label": "Rate limiter using token bucket algorithm.",
      "file_type": "rationale",
      "source_file": "custom-skills/16-seo-schema-validator/code/scripts/base_client.py",
      "source_location": "L36",
      "_origin": "ast",
      "community": 31,
      "norm_label": "rate limiter using token bucket algorithm.",
      "community_name": "Async API Client",
      "id": "custom_skills_16_seo_schema_validator_code_scripts_base_client_py_scripts_base_client_rationale_36"
    },
    {
      "label": "Initialize rate limiter.          Args:             rate: Number of requests all",
      "file_type": "rationale",
      "source_file": "custom-skills/16-seo-schema-validator/code/scripts/base_client.py",
      "source_location": "L39",
      "_origin": "ast",
      "community": 31,
      "norm_label": "initialize rate limiter.          args:             rate: number of requests all",
      "community_name": "Async API Client",
      "id": "custom_skills_16_seo_schema_validator_code_scripts_base_client_py_scripts_base_client_rationale_39"
    },
    {
      "label": "Acquire a token, waiting if necessary.",
      "file_type": "rationale",
      "source_file": "custom-skills/16-seo-schema-validator/code/scripts/base_client.py",
      "source_location": "L53",
      "_origin": "ast",
      "community": 31,
      "norm_label": "acquire a token, waiting if necessary.",
      "community_name": "Async API Client",
      "id": "custom_skills_16_seo_schema_validator_code_scripts_base_client_py_scripts_base_client_rationale_53"
    },
    {
      "label": "Base class for async API clients with rate limiting.",
      "file_type": "rationale",
      "source_file": "custom-skills/16-seo-schema-validator/code/scripts/base_client.py",
      "source_location": "L69",
      "_origin": "ast",
      "community": 31,
      "norm_label": "base class for async api clients with rate limiting.",
      "community_name": "Async API Client",
      "id": "custom_skills_16_seo_schema_validator_code_scripts_base_client_py_scripts_base_client_rationale_69"
    },
    {
      "label": "Initialize base client.          Args:             max_concurrent: Maximum concu",
      "file_type": "rationale",
      "source_file": "custom-skills/16-seo-schema-validator/code/scripts/base_client.py",
      "source_location": "L77",
      "_origin": "ast",
      "community": 31,
      "norm_label": "initialize base client.          args:             max_concurrent: maximum concu",
      "community_name": "Async API Client",
      "id": "custom_skills_16_seo_schema_validator_code_scripts_base_client_py_scripts_base_client_rationale_77"
    },
    {
      "label": "Execute a request with rate limiting and retry.",
      "file_type": "rationale",
      "source_file": "custom-skills/16-seo-schema-validator/code/scripts/base_client.py",
      "source_location": "L104",
      "_origin": "ast",
      "community": 31,
      "norm_label": "execute a request with rate limiting and retry.",
      "community_name": "Async API Client",
      "id": "custom_skills_16_seo_schema_validator_code_scripts_base_client_py_scripts_base_client_rationale_104"
    },
    {
      "label": "Execute multiple requests concurrently.",
      "file_type": "rationale",
      "source_file": "custom-skills/16-seo-schema-validator/code/scripts/base_client.py",
      "source_location": "L122",
      "_origin": "ast",
      "community": 31,
      "norm_label": "execute multiple requests concurrently.",
      "community_name": "Async API Client",
      "id": "custom_skills_16_seo_schema_validator_code_scripts_base_client_py_scripts_base_client_rationale_122"
    },
    {
      "label": "Print request statistics.",
      "file_type": "rationale",
      "source_file": "custom-skills/16-seo-schema-validator/code/scripts/base_client.py",
      "source_location": "L147",
      "_origin": "ast",
      "community": 31,
      "norm_label": "print request statistics.",
      "community_name": "Async API Client",
      "id": "custom_skills_16_seo_schema_validator_code_scripts_base_client_py_scripts_base_client_rationale_147"
    },
    {
      "label": "Manage API configuration and credentials.",
      "file_type": "rationale",
      "source_file": "custom-skills/16-seo-schema-validator/code/scripts/base_client.py",
      "source_location": "L157",
      "_origin": "ast",
      "community": 31,
      "norm_label": "manage api configuration and credentials.",
      "community_name": "Async API Client",
      "id": "custom_skills_16_seo_schema_validator_code_scripts_base_client_py_scripts_base_client_rationale_157"
    },
    {
      "label": "Get Google service account credentials path.",
      "file_type": "rationale",
      "source_file": "custom-skills/16-seo-schema-validator/code/scripts/base_client.py",
      "source_location": "L164",
      "_origin": "ast",
      "community": 31,
      "norm_label": "get google service account credentials path.",
      "community_name": "Async API Client",
      "id": "custom_skills_16_seo_schema_validator_code_scripts_base_client_py_scripts_base_client_rationale_164"
    },
    {
      "label": "Get PageSpeed Insights API key.",
      "file_type": "rationale",
      "source_file": "custom-skills/16-seo-schema-validator/code/scripts/base_client.py",
      "source_location": "L173",
      "_origin": "ast",
      "community": 31,
      "norm_label": "get pagespeed insights api key.",
      "community_name": "Async API Client",
      "id": "custom_skills_16_seo_schema_validator_code_scripts_base_client_py_scripts_base_client_rationale_173"
    },
    {
      "label": "Get Custom Search API key.",
      "file_type": "rationale",
      "source_file": "custom-skills/16-seo-schema-validator/code/scripts/base_client.py",
      "source_location": "L178",
      "_origin": "ast",
      "community": 31,
      "norm_label": "get custom search api key.",
      "community_name": "Async API Client",
      "id": "custom_skills_16_seo_schema_validator_code_scripts_base_client_py_scripts_base_client_rationale_178"
    },
    {
      "label": "Get Custom Search Engine ID.",
      "file_type": "rationale",
      "source_file": "custom-skills/16-seo-schema-validator/code/scripts/base_client.py",
      "source_location": "L183",
      "_origin": "ast",
      "community": 31,
      "norm_label": "get custom search engine id.",
      "community_name": "Async API Client",
      "id": "custom_skills_16_seo_schema_validator_code_scripts_base_client_py_scripts_base_client_rationale_183"
    },
    {
      "label": "Get Notion API token.",
      "file_type": "rationale",
      "source_file": "custom-skills/16-seo-schema-validator/code/scripts/base_client.py",
      "source_location": "L188",
      "_origin": "ast",
      "community": 31,
      "norm_label": "get notion api token.",
      "community_name": "Async API Client",
      "id": "custom_skills_16_seo_schema_validator_code_scripts_base_client_py_scripts_base_client_rationale_188"
    },
    {
      "label": "Validate Google credentials are configured.",
      "file_type": "rationale",
      "source_file": "custom-skills/16-seo-schema-validator/code/scripts/base_client.py",
      "source_location": "L192",
      "_origin": "ast",
      "community": 31,
      "norm_label": "validate google credentials are configured.",
      "community_name": "Async API Client",
      "id": "custom_skills_16_seo_schema_validator_code_scripts_base_client_py_scripts_base_client_rationale_192"
    },
    {
      "label": "Get required environment variable or raise error.",
      "file_type": "rationale",
      "source_file": "custom-skills/16-seo-schema-validator/code/scripts/base_client.py",
      "source_location": "L199",
      "_origin": "ast",
      "community": 31,
      "norm_label": "get required environment variable or raise error.",
      "community_name": "Async API Client",
      "id": "custom_skills_16_seo_schema_validator_code_scripts_base_client_py_scripts_base_client_rationale_199"
    },
    {
      "label": "schema_validator.py",
      "file_type": "code",
      "source_file": "custom-skills/16-seo-schema-validator/code/scripts/schema_validator.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 70,
      "norm_label": "schema_validator.py",
      "community_name": "JSON-LD Schema Validator",
      "id": "scripts_schema_validator"
    },
    {
      "label": "ValidationIssue",
      "file_type": "code",
      "source_file": "custom-skills/16-seo-schema-validator/code/scripts/schema_validator.py",
      "source_location": "L37",
      "_origin": "ast",
      "community": 70,
      "norm_label": "validationissue",
      "community_name": "JSON-LD Schema Validator",
      "id": "scripts_schema_validator_validationissue"
    },
    {
      "label": "ValidationResult",
      "file_type": "code",
      "source_file": "custom-skills/16-seo-schema-validator/code/scripts/schema_validator.py",
      "source_location": "L48",
      "_origin": "ast",
      "community": 70,
      "norm_label": "validationresult",
      "community_name": "JSON-LD Schema Validator",
      "id": "scripts_schema_validator_validationresult"
    },
    {
      "label": ".to_dict()",
      "file_type": "code",
      "source_file": "custom-skills/16-seo-schema-validator/code/scripts/schema_validator.py",
      "source_location": "L58",
      "_origin": "ast",
      "community": 70,
      "norm_label": ".to_dict()",
      "community_name": "JSON-LD Schema Validator",
      "id": "scripts_schema_validator_validationresult_to_dict"
    },
    {
      "label": "SchemaValidator",
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      "norm_label": "_walk_ids()",
      "community_name": "Knowledge Graph Construction",
      "id": "scripts_validate_schema_walk_ids"
    },
    {
      "label": "layer4_consistency()",
      "file_type": "code",
      "source_file": "custom-skills/16-seo-schema-validator/scripts/validate_schema.py",
      "source_location": "L641",
      "_origin": "ast",
      "community": 4,
      "norm_label": "layer4_consistency()",
      "community_name": "Knowledge Graph Construction",
      "id": "scripts_validate_schema_layer4_consistency"
    },
    {
      "label": "_http_get()",
      "file_type": "code",
      "source_file": "custom-skills/16-seo-schema-validator/scripts/validate_schema.py",
      "source_location": "L746",
      "_origin": "ast",
      "community": 4,
      "norm_label": "_http_get()",
      "community_name": "Knowledge Graph Construction",
      "id": "scripts_validate_schema_http_get"
    },
    {
      "label": "_wikidata_labels()",
      "file_type": "code",
      "source_file": "custom-skills/16-seo-schema-validator/scripts/validate_schema.py",
      "source_location": "L760",
      "_origin": "ast",
      "community": 4,
      "norm_label": "_wikidata_labels()",
      "community_name": "Knowledge Graph Construction",
      "id": "scripts_validate_schema_wikidata_labels"
    },
    {
      "label": "layer_references()",
      "file_type": "code",
      "source_file": "custom-skills/16-seo-schema-validator/scripts/validate_schema.py",
      "source_location": "L771",
      "_origin": "ast",
      "community": 4,
      "norm_label": "layer_references()",
      "community_name": "Knowledge Graph Construction",
      "id": "scripts_validate_schema_layer_references"
    },
    {
      "label": "run()",
      "file_type": "code",
      "source_file": "custom-skills/16-seo-schema-validator/scripts/validate_schema.py",
      "source_location": "L877",
      "_origin": "ast",
      "community": 4,
      "norm_label": "run()",
      "community_name": "Knowledge Graph Construction",
      "id": "scripts_validate_schema_run"
    },
    {
      "label": "write_outputs()",
      "file_type": "code",
      "source_file": "custom-skills/16-seo-schema-validator/scripts/validate_schema.py",
      "source_location": "L902",
      "_origin": "ast",
      "community": 4,
      "norm_label": "write_outputs()",
      "community_name": "Knowledge Graph Construction",
      "id": "scripts_validate_schema_write_outputs"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "custom-skills/16-seo-schema-validator/scripts/validate_schema.py",
      "source_location": "L966",
      "_origin": "ast",
      "community": 4,
      "norm_label": "main()",
      "community_name": "Knowledge Graph Construction",
      "id": "scripts_validate_schema_main"
    },
    {
      "label": "Accumulates findings. One row per finding, ready for triage.",
      "file_type": "rationale",
      "source_file": "custom-skills/16-seo-schema-validator/scripts/validate_schema.py",
      "source_location": "L79",
      "_origin": "ast",
      "community": 4,
      "norm_label": "accumulates findings. one row per finding, ready for triage.",
      "community_name": "Knowledge Graph Construction",
      "id": "scripts_validate_schema_rationale_79"
    },
    {
      "label": "Map normalized headers to canonical column roles. Returns {role: index}.",
      "file_type": "rationale",
      "source_file": "custom-skills/16-seo-schema-validator/scripts/validate_schema.py",
      "source_location": "L111",
      "_origin": "ast",
      "community": 4,
      "norm_label": "map normalized headers to canonical column roles. returns {role: index}.",
      "community_name": "Knowledge Graph Construction",
      "id": "scripts_validate_schema_rationale_111"
    },
    {
      "label": "True if a parsed object is itself JSON-LD (vs a wrapper row).",
      "file_type": "rationale",
      "source_file": "custom-skills/16-seo-schema-validator/scripts/validate_schema.py",
      "source_location": "L195",
      "_origin": "ast",
      "community": 4,
      "norm_label": "true if a parsed object is itself json-ld (vs a wrapper row).",
      "community_name": "Knowledge Graph Construction",
      "id": "scripts_validate_schema_rationale_195"
    },
    {
      "label": "A JSONL/JSON wrapper object that carries url/lang + a jsonld payload.",
      "file_type": "rationale",
      "source_file": "custom-skills/16-seo-schema-validator/scripts/validate_schema.py",
      "source_location": "L204",
      "_origin": "ast",
      "community": 4,
      "norm_label": "a jsonl/json wrapper object that carries url/lang + a jsonld payload.",
      "community_name": "Knowledge Graph Construction",
      "id": "scripts_validate_schema_rationale_204"
    },
    {
      "label": "Return the primary @type as a string (first if it's a list).",
      "file_type": "rationale",
      "source_file": "custom-skills/16-seo-schema-validator/scripts/validate_schema.py",
      "source_location": "L344",
      "_origin": "ast",
      "community": 4,
      "norm_label": "return the primary @type as a string (first if it's a list).",
      "community_name": "Knowledge Graph Construction",
      "id": "scripts_validate_schema_rationale_344"
    },
    {
      "label": "Yield every dict that has an @type, top-level and nested (recursively).",
      "file_type": "rationale",
      "source_file": "custom-skills/16-seo-schema-validator/scripts/validate_schema.py",
      "source_location": "L352",
      "_origin": "ast",
      "community": 4,
      "norm_label": "yield every dict that has an @type, top-level and nested (recursively).",
      "community_name": "Knowledge Graph Construction",
      "id": "scripts_validate_schema_rationale_352"
    },
    {
      "label": "Yield (key, value) for every string value anywhere in the structure.",
      "file_type": "rationale",
      "source_file": "custom-skills/16-seo-schema-validator/scripts/validate_schema.py",
      "source_location": "L374",
      "_origin": "ast",
      "community": 4,
      "norm_label": "yield (key, value) for every string value anywhere in the structure.",
      "community_name": "Knowledge Graph Construction",
      "id": "scripts_validate_schema_rationale_374"
    },
    {
      "label": "Coerce a property value to a comparable scalar (handles list/dict).",
      "file_type": "rationale",
      "source_file": "custom-skills/16-seo-schema-validator/scripts/validate_schema.py",
      "source_location": "L391",
      "_origin": "ast",
      "community": 4,
      "norm_label": "coerce a property value to a comparable scalar (handles list/dict).",
      "community_name": "Knowledge Graph Construction",
      "id": "scripts_validate_schema_rationale_391"
    },
    {
      "label": "Parse + structural checks. Returns parsed object or None (fatal).",
      "file_type": "rationale",
      "source_file": "custom-skills/16-seo-schema-validator/scripts/validate_schema.py",
      "source_location": "L445",
      "_origin": "ast",
      "community": 4,
      "norm_label": "parse + structural checks. returns parsed object or none (fatal).",
      "community_name": "Knowledge Graph Construction",
      "id": "scripts_validate_schema_rationale_445"
    },
    {
      "label": "City/region key, used to keep distinct same-name locations of a chain apart.",
      "file_type": "rationale",
      "source_file": "custom-skills/16-seo-schema-validator/scripts/validate_schema.py",
      "source_location": "L611",
      "_origin": "ast",
      "community": 4,
      "norm_label": "city/region key, used to keep distinct same-name locations of a chain apart.",
      "community_name": "Knowledge Graph Construction",
      "id": "scripts_validate_schema_rationale_611"
    },
    {
      "label": "Collect @id definitions vs pure references by walking the whole document.      A",
      "file_type": "rationale",
      "source_file": "custom-skills/16-seo-schema-validator/scripts/validate_schema.py",
      "source_location": "L621",
      "_origin": "ast",
      "community": 4,
      "norm_label": "collect @id definitions vs pure references by walking the whole document.      a",
      "community_name": "Knowledge Graph Construction",
      "id": "scripts_validate_schema_rationale_621"
    },
    {
      "label": "node_index: (entry, node) for every TYPED node.     parsed_docs: (entry, parsed)",
      "file_type": "rationale",
      "source_file": "custom-skills/16-seo-schema-validator/scripts/validate_schema.py",
      "source_location": "L642",
      "_origin": "ast",
      "community": 4,
      "norm_label": "node_index: (entry, node) for every typed node.     parsed_docs: (entry, parsed)",
      "community_name": "Knowledge Graph Construction",
      "id": "scripts_validate_schema_rationale_642"
    },
    {
      "label": "build_schema_drafts.py",
      "file_type": "code",
      "source_file": "custom-skills/17-seo-schema-generator/scripts/build_schema_drafts.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 5,
      "norm_label": "build_schema_drafts.py",
      "community_name": "Schema Draft Builder",
      "id": "scripts_build_schema_drafts"
    },
    {
      "label": "_norm()",
      "file_type": "code",
      "source_file": "custom-skills/17-seo-schema-generator/scripts/build_schema_drafts.py",
      "source_location": "L71",
      "_origin": "ast",
      "community": 5,
      "norm_label": "_norm()",
      "community_name": "Schema Draft Builder",
      "id": "scripts_build_schema_drafts_norm"
    },
    {
      "label": "map_columns()",
      "file_type": "code",
      "source_file": "custom-skills/17-seo-schema-generator/scripts/build_schema_drafts.py",
      "source_location": "L75",
      "_origin": "ast",
      "community": 5,
      "norm_label": "map_columns()",
      "community_name": "Schema Draft Builder",
      "id": "scripts_build_schema_drafts_map_columns"
    },
    {
      "label": "load_rows()",
      "file_type": "code",
      "source_file": "custom-skills/17-seo-schema-generator/scripts/build_schema_drafts.py",
      "source_location": "L90",
      "_origin": "ast",
      "community": 5,
      "norm_label": "load_rows()",
      "community_name": "Schema Draft Builder",
      "id": "scripts_build_schema_drafts_load_rows"
    },
    {
      "label": "collect_claims()",
      "file_type": "code",
      "source_file": "custom-skills/17-seo-schema-generator/scripts/build_schema_drafts.py",
      "source_location": "L122",
      "_origin": "ast",
      "community": 5,
      "norm_label": "collect_claims()",
      "community_name": "Schema Draft Builder",
      "id": "scripts_build_schema_drafts_collect_claims"
    },
    {
      "label": "fill()",
      "file_type": "code",
      "source_file": "custom-skills/17-seo-schema-generator/scripts/build_schema_drafts.py",
      "source_location": "L180",
      "_origin": "ast",
      "community": 5,
      "norm_label": "fill()",
      "community_name": "Schema Draft Builder",
      "id": "scripts_build_schema_drafts_fill"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "custom-skills/17-seo-schema-generator/scripts/build_schema_drafts.py",
      "source_location": "L222",
      "_origin": "ast",
      "community": 5,
      "norm_label": "main()",
      "community_name": "Schema Draft Builder",
      "id": "scripts_build_schema_drafts_main"
    },
    {
      "label": "Return {canonical_name: actual_header} using the alias table.",
      "file_type": "rationale",
      "source_file": "custom-skills/17-seo-schema-generator/scripts/build_schema_drafts.py",
      "source_location": "L76",
      "_origin": "ast",
      "community": 5,
      "norm_label": "return {canonical_name: actual_header} using the alias table.",
      "community_name": "Schema Draft Builder",
      "id": "scripts_build_schema_drafts_rationale_76"
    },
    {
      "label": "Yield dict rows from .csv or .xlsx. Keeps original header names.",
      "file_type": "rationale",
      "source_file": "custom-skills/17-seo-schema-generator/scripts/build_schema_drafts.py",
      "source_location": "L91",
      "_origin": "ast",
      "community": 5,
      "norm_label": "yield dict rows from .csv or .xlsx. keeps original header names.",
      "community_name": "Schema Draft Builder",
      "id": "scripts_build_schema_drafts_rationale_91"
    },
    {
      "label": "Recursively fill {{slots}}; return UNFILLED when a branch has no real data.",
      "file_type": "rationale",
      "source_file": "custom-skills/17-seo-schema-generator/scripts/build_schema_drafts.py",
      "source_location": "L181",
      "_origin": "ast",
      "community": 5,
      "norm_label": "recursively fill {{slots}}; return unfilled when a branch has no real data.",
      "community_name": "Schema Draft Builder",
      "id": "scripts_build_schema_drafts_rationale_181"
    },
    {
      "label": "extract_site_claims.py",
      "file_type": "code",
      "source_file": "custom-skills/17-seo-schema-generator/scripts/extract_site_claims.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 86,
      "norm_label": "extract_site_claims.py",
      "community_name": "Site Claim Extractor",
      "id": "scripts_extract_site_claims"
    },
    {
      "label": "MetaParser",
      "file_type": "code",
      "source_file": "custom-skills/17-seo-schema-generator/scripts/extract_site_claims.py",
      "source_location": "L71",
      "_origin": "ast",
      "community": 86,
      "norm_label": "metaparser",
      "community_name": "Site Claim Extractor",
      "id": "scripts_extract_site_claims_metaparser"
    },
    {
      "label": "HTMLParser",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "community": 86,
      "norm_label": "htmlparser",
      "community_name": "Site Claim Extractor",
      "id": "htmlparser"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/17-seo-schema-generator/scripts/extract_site_claims.py",
      "source_location": "L74",
      "_origin": "ast",
      "community": 86,
      "norm_label": ".__init__()",
      "community_name": "Site Claim Extractor",
      "id": "scripts_extract_site_claims_metaparser_init"
    },
    {
      "label": ".handle_starttag()",
      "file_type": "code",
      "source_file": "custom-skills/17-seo-schema-generator/scripts/extract_site_claims.py",
      "source_location": "L82",
      "_origin": "ast",
      "community": 86,
      "norm_label": ".handle_starttag()",
      "community_name": "Site Claim Extractor",
      "id": "scripts_extract_site_claims_metaparser_handle_starttag"
    },
    {
      "label": ".handle_endtag()",
      "file_type": "code",
      "source_file": "custom-skills/17-seo-schema-generator/scripts/extract_site_claims.py",
      "source_location": "L95",
      "_origin": "ast",
      "community": 86,
      "norm_label": ".handle_endtag()",
      "community_name": "Site Claim Extractor",
      "id": "scripts_extract_site_claims_metaparser_handle_endtag"
    },
    {
      "label": ".handle_data()",
      "file_type": "code",
      "source_file": "custom-skills/17-seo-schema-generator/scripts/extract_site_claims.py",
      "source_location": "L99",
      "_origin": "ast",
      "community": 86,
      "norm_label": ".handle_data()",
      "community_name": "Site Claim Extractor",
      "id": "scripts_extract_site_claims_metaparser_handle_data"
    },
    {
      "label": ".title()",
      "file_type": "code",
      "source_file": "custom-skills/17-seo-schema-generator/scripts/extract_site_claims.py",
      "source_location": "L104",
      "_origin": "ast",
      "community": 86,
      "norm_label": ".title()",
      "community_name": "Site Claim Extractor",
      "id": "scripts_extract_site_claims_metaparser_title"
    },
    {
      "label": "gather_pages()",
      "file_type": "code",
      "source_file": "custom-skills/17-seo-schema-generator/scripts/extract_site_claims.py",
      "source_location": "L111",
      "_origin": "ast",
      "community": 86,
      "norm_label": "gather_pages()",
      "community_name": "Site Claim Extractor",
      "id": "scripts_extract_site_claims_gather_pages"
    },
    {
      "label": "primary_type()",
      "file_type": "code",
      "source_file": "custom-skills/17-seo-schema-generator/scripts/extract_site_claims.py",
      "source_location": "L143",
      "_origin": "ast",
      "community": 86,
      "norm_label": "primary_type()",
      "community_name": "Site Claim Extractor",
      "id": "scripts_extract_site_claims_primary_type"
    },
    {
      "label": "top_level_nodes()",
      "file_type": "code",
      "source_file": "custom-skills/17-seo-schema-generator/scripts/extract_site_claims.py",
      "source_location": "L150",
      "_origin": "ast",
      "community": 86,
      "norm_label": "top_level_nodes()",
      "community_name": "Site Claim Extractor",
      "id": "scripts_extract_site_claims_top_level_nodes"
    },
    {
      "label": "flatten()",
      "file_type": "code",
      "source_file": "custom-skills/17-seo-schema-generator/scripts/extract_site_claims.py",
      "source_location": "L167",
      "_origin": "ast",
      "community": 86,
      "norm_label": "flatten()",
      "community_name": "Site Claim Extractor",
      "id": "scripts_extract_site_claims_flatten"
    },
    {
      "label": "slugify()",
      "file_type": "code",
      "source_file": "custom-skills/17-seo-schema-generator/scripts/extract_site_claims.py",
      "source_location": "L193",
      "_origin": "ast",
      "community": 86,
      "norm_label": "slugify()",
      "community_name": "Site Claim Extractor",
      "id": "scripts_extract_site_claims_slugify"
    },
    {
      "label": "entity_id_for()",
      "file_type": "code",
      "source_file": "custom-skills/17-seo-schema-generator/scripts/extract_site_claims.py",
      "source_location": "L199",
      "_origin": "ast",
      "community": 86,
      "norm_label": "entity_id_for()",
      "community_name": "Site Claim Extractor",
      "id": "scripts_extract_site_claims_entity_id_for"
    },
    {
      "label": "claims_from_page()",
      "file_type": "code",
      "source_file": "custom-skills/17-seo-schema-generator/scripts/extract_site_claims.py",
      "source_location": "L217",
      "_origin": "ast",
      "community": 86,
      "norm_label": "claims_from_page()",
      "community_name": "Site Claim Extractor",
      "id": "scripts_extract_site_claims_claims_from_page"
    },
    {
      "label": "_row()",
      "file_type": "code",
      "source_file": "custom-skills/17-seo-schema-generator/scripts/extract_site_claims.py",
      "source_location": "L270",
      "_origin": "ast",
      "community": 86,
      "norm_label": "_row()",
      "community_name": "Site Claim Extractor",
      "id": "scripts_extract_site_claims_row"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "custom-skills/17-seo-schema-generator/scripts/extract_site_claims.py",
      "source_location": "L282",
      "_origin": "ast",
      "community": 86,
      "norm_label": "main()",
      "community_name": "Site Claim Extractor",
      "id": "scripts_extract_site_claims_main"
    },
    {
      "label": "Pull <title>, <html lang>, <link rel=canonical>, and <meta> name/property.",
      "file_type": "rationale",
      "source_file": "custom-skills/17-seo-schema-generator/scripts/extract_site_claims.py",
      "source_location": "L72",
      "_origin": "ast",
      "community": 86,
      "norm_label": "pull <title>, <html lang>, <link rel=canonical>, and <meta> name/property.",
      "community_name": "Site Claim Extractor",
      "id": "scripts_extract_site_claims_rationale_72"
    },
    {
      "label": "Yield (url, html). Accepts http(s) URLs, .html files, and directories.",
      "file_type": "rationale",
      "source_file": "custom-skills/17-seo-schema-generator/scripts/extract_site_claims.py",
      "source_location": "L112",
      "_origin": "ast",
      "community": 86,
      "norm_label": "yield (url, html). accepts http(s) urls, .html files, and directories.",
      "community_name": "Site Claim Extractor",
      "id": "scripts_extract_site_claims_rationale_112"
    },
    {
      "label": "Return the ENTITY nodes only \u2014 @graph members, array items, or a single object.",
      "file_type": "rationale",
      "source_file": "custom-skills/17-seo-schema-generator/scripts/extract_site_claims.py",
      "source_location": "L151",
      "_origin": "ast",
      "community": 86,
      "norm_label": "return the entity nodes only \u2014 @graph members, array items, or a single object.",
      "community_name": "Site Claim Extractor",
      "id": "scripts_extract_site_claims_rationale_151"
    },
    {
      "label": "Yield (property_path, value) pairs matching the template {{dotted.path}} slots.",
      "file_type": "rationale",
      "source_file": "custom-skills/17-seo-schema-generator/scripts/extract_site_claims.py",
      "source_location": "L168",
      "_origin": "ast",
      "community": 86,
      "norm_label": "yield (property_path, value) pairs matching the template {{dotted.path}} slots.",
      "community_name": "Site Claim Extractor",
      "id": "scripts_extract_site_claims_rationale_168"
    },
    {
      "label": "Readable, groupable id like `hotel:westin-hotel` from an @id or URL.",
      "file_type": "rationale",
      "source_file": "custom-skills/17-seo-schema-generator/scripts/extract_site_claims.py",
      "source_location": "L200",
      "_origin": "ast",
      "community": 86,
      "norm_label": "readable, groupable id like `hotel:westin-hotel` from an @id or url.",
      "community_name": "Site Claim Extractor",
      "id": "scripts_extract_site_claims_rationale_200"
    },
    {
      "label": "Append claim rows for one page. seen_props tracks (entity_id, property)     alre",
      "file_type": "rationale",
      "source_file": "custom-skills/17-seo-schema-generator/scripts/extract_site_claims.py",
      "source_location": "L218",
      "_origin": "ast",
      "community": 86,
      "norm_label": "append claim rows for one page. seen_props tracks (entity_id, property)     alre",
      "community_name": "Site Claim Extractor",
      "id": "scripts_extract_site_claims_rationale_218"
    },
    {
      "label": "make_sample.py",
      "file_type": "code",
      "source_file": "custom-skills/17-seo-schema-generator/scripts/make_sample.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 270,
      "norm_label": "make_sample.py",
      "community_name": "Sample Script Execution",
      "id": "custom_skills_17_seo_schema_generator_scripts_make_sample_py_scripts_make_sample"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "custom-skills/17-seo-schema-generator/scripts/make_sample.py",
      "source_location": "L75",
      "_origin": "ast",
      "community": 270,
      "norm_label": "main()",
      "community_name": "Sample Script Execution",
      "id": "custom_skills_17_seo_schema_generator_scripts_make_sample_py_scripts_make_sample_main"
    },
    {
      "label": "base_client.py",
      "file_type": "code",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/base_client.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 32,
      "norm_label": "base_client.py",
      "community_name": "Async API Client",
      "id": "custom_skills_19_seo_keyword_strategy_code_scripts_base_client_py_scripts_base_client"
    },
    {
      "label": "RateLimiter",
      "file_type": "code",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/base_client.py",
      "source_location": "L35",
      "_origin": "ast",
      "community": 32,
      "norm_label": "ratelimiter",
      "community_name": "Async API Client",
      "id": "custom_skills_19_seo_keyword_strategy_code_scripts_base_client_py_scripts_base_client_ratelimiter"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/base_client.py",
      "source_location": "L38",
      "_origin": "ast",
      "community": 32,
      "norm_label": ".__init__()",
      "community_name": "Async API Client",
      "id": "custom_skills_19_seo_keyword_strategy_code_scripts_base_client_py_scripts_base_client_ratelimiter_init"
    },
    {
      "label": ".acquire()",
      "file_type": "code",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/base_client.py",
      "source_location": "L52",
      "_origin": "ast",
      "community": 32,
      "norm_label": ".acquire()",
      "community_name": "Async API Client",
      "id": "custom_skills_19_seo_keyword_strategy_code_scripts_base_client_py_scripts_base_client_ratelimiter_acquire"
    },
    {
      "label": "BaseAsyncClient",
      "file_type": "code",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/base_client.py",
      "source_location": "L68",
      "_origin": "ast",
      "community": 32,
      "norm_label": "baseasyncclient",
      "community_name": "Async API Client",
      "id": "custom_skills_19_seo_keyword_strategy_code_scripts_base_client_py_scripts_base_client_baseasyncclient"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/base_client.py",
      "source_location": "L71",
      "_origin": "ast",
      "community": 32,
      "norm_label": ".__init__()",
      "community_name": "Async API Client",
      "id": "custom_skills_19_seo_keyword_strategy_code_scripts_base_client_py_scripts_base_client_baseasyncclient_init"
    },
    {
      "label": "Logger",
      "file_type": "code",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/base_client.py",
      "source_location": "L71",
      "_origin": "ast",
      "community": 32,
      "norm_label": "logger",
      "community_name": "Async API Client",
      "id": "custom_skills_19_seo_keyword_strategy_code_scripts_base_client_py_logger"
    },
    {
      "label": "._rate_limited_request()",
      "file_type": "code",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/base_client.py",
      "source_location": "L100",
      "_origin": "ast",
      "community": 32,
      "norm_label": "._rate_limited_request()",
      "community_name": "Async API Client",
      "id": "custom_skills_19_seo_keyword_strategy_code_scripts_base_client_py_scripts_base_client_baseasyncclient_rate_limited_request"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/base_client.py",
      "source_location": "L100",
      "_origin": "ast",
      "community": 32,
      "norm_label": "any",
      "community_name": "Async API Client",
      "id": "custom_skills_19_seo_keyword_strategy_code_scripts_base_client_py_any"
    },
    {
      "label": ".batch_requests()",
      "file_type": "code",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/base_client.py",
      "source_location": "L117",
      "_origin": "ast",
      "community": 32,
      "norm_label": ".batch_requests()",
      "community_name": "Async API Client",
      "id": "custom_skills_19_seo_keyword_strategy_code_scripts_base_client_py_scripts_base_client_baseasyncclient_batch_requests"
    },
    {
      "label": ".print_stats()",
      "file_type": "code",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/base_client.py",
      "source_location": "L146",
      "_origin": "ast",
      "community": 32,
      "norm_label": ".print_stats()",
      "community_name": "Async API Client",
      "id": "custom_skills_19_seo_keyword_strategy_code_scripts_base_client_py_scripts_base_client_baseasyncclient_print_stats"
    },
    {
      "label": "ConfigManager",
      "file_type": "code",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/base_client.py",
      "source_location": "L156",
      "_origin": "ast",
      "community": 32,
      "norm_label": "configmanager",
      "community_name": "Async API Client",
      "id": "custom_skills_19_seo_keyword_strategy_code_scripts_base_client_py_scripts_base_client_configmanager"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/base_client.py",
      "source_location": "L159",
      "_origin": "ast",
      "community": 32,
      "norm_label": ".__init__()",
      "community_name": "Async API Client",
      "id": "custom_skills_19_seo_keyword_strategy_code_scripts_base_client_py_scripts_base_client_configmanager_init"
    },
    {
      "label": ".google_credentials_path()",
      "file_type": "code",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/base_client.py",
      "source_location": "L163",
      "_origin": "ast",
      "community": 32,
      "norm_label": ".google_credentials_path()",
      "community_name": "Async API Client",
      "id": "custom_skills_19_seo_keyword_strategy_code_scripts_base_client_py_scripts_base_client_configmanager_google_credentials_path"
    },
    {
      "label": ".pagespeed_api_key()",
      "file_type": "code",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/base_client.py",
      "source_location": "L172",
      "_origin": "ast",
      "community": 32,
      "norm_label": ".pagespeed_api_key()",
      "community_name": "Async API Client",
      "id": "custom_skills_19_seo_keyword_strategy_code_scripts_base_client_py_scripts_base_client_configmanager_pagespeed_api_key"
    },
    {
      "label": ".custom_search_api_key()",
      "file_type": "code",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/base_client.py",
      "source_location": "L177",
      "_origin": "ast",
      "community": 32,
      "norm_label": ".custom_search_api_key()",
      "community_name": "Async API Client",
      "id": "custom_skills_19_seo_keyword_strategy_code_scripts_base_client_py_scripts_base_client_configmanager_custom_search_api_key"
    },
    {
      "label": ".custom_search_engine_id()",
      "file_type": "code",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/base_client.py",
      "source_location": "L182",
      "_origin": "ast",
      "community": 32,
      "norm_label": ".custom_search_engine_id()",
      "community_name": "Async API Client",
      "id": "custom_skills_19_seo_keyword_strategy_code_scripts_base_client_py_scripts_base_client_configmanager_custom_search_engine_id"
    },
    {
      "label": ".notion_token()",
      "file_type": "code",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/base_client.py",
      "source_location": "L187",
      "_origin": "ast",
      "community": 32,
      "norm_label": ".notion_token()",
      "community_name": "Async API Client",
      "id": "custom_skills_19_seo_keyword_strategy_code_scripts_base_client_py_scripts_base_client_configmanager_notion_token"
    },
    {
      "label": ".validate_google_credentials()",
      "file_type": "code",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/base_client.py",
      "source_location": "L191",
      "_origin": "ast",
      "community": 32,
      "norm_label": ".validate_google_credentials()",
      "community_name": "Async API Client",
      "id": "custom_skills_19_seo_keyword_strategy_code_scripts_base_client_py_scripts_base_client_configmanager_validate_google_credentials"
    },
    {
      "label": ".get_required()",
      "file_type": "code",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/base_client.py",
      "source_location": "L198",
      "_origin": "ast",
      "community": 32,
      "norm_label": ".get_required()",
      "community_name": "Async API Client",
      "id": "custom_skills_19_seo_keyword_strategy_code_scripts_base_client_py_scripts_base_client_configmanager_get_required"
    },
    {
      "label": "Base Client - Shared async client utilities ====================================",
      "file_type": "rationale",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/base_client.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 32,
      "norm_label": "base client - shared async client utilities ====================================",
      "community_name": "Async API Client",
      "id": "custom_skills_19_seo_keyword_strategy_code_scripts_base_client_py_scripts_base_client_rationale_1"
    },
    {
      "label": "Rate limiter using token bucket algorithm.",
      "file_type": "rationale",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/base_client.py",
      "source_location": "L36",
      "_origin": "ast",
      "community": 32,
      "norm_label": "rate limiter using token bucket algorithm.",
      "community_name": "Async API Client",
      "id": "custom_skills_19_seo_keyword_strategy_code_scripts_base_client_py_scripts_base_client_rationale_36"
    },
    {
      "label": "Initialize rate limiter.          Args:             rate: Number of requests all",
      "file_type": "rationale",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/base_client.py",
      "source_location": "L39",
      "_origin": "ast",
      "community": 32,
      "norm_label": "initialize rate limiter.          args:             rate: number of requests all",
      "community_name": "Async API Client",
      "id": "custom_skills_19_seo_keyword_strategy_code_scripts_base_client_py_scripts_base_client_rationale_39"
    },
    {
      "label": "Acquire a token, waiting if necessary.",
      "file_type": "rationale",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/base_client.py",
      "source_location": "L53",
      "_origin": "ast",
      "community": 32,
      "norm_label": "acquire a token, waiting if necessary.",
      "community_name": "Async API Client",
      "id": "custom_skills_19_seo_keyword_strategy_code_scripts_base_client_py_scripts_base_client_rationale_53"
    },
    {
      "label": "Base class for async API clients with rate limiting.",
      "file_type": "rationale",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/base_client.py",
      "source_location": "L69",
      "_origin": "ast",
      "community": 32,
      "norm_label": "base class for async api clients with rate limiting.",
      "community_name": "Async API Client",
      "id": "custom_skills_19_seo_keyword_strategy_code_scripts_base_client_py_scripts_base_client_rationale_69"
    },
    {
      "label": "Initialize base client.          Args:             max_concurrent: Maximum concu",
      "file_type": "rationale",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/base_client.py",
      "source_location": "L77",
      "_origin": "ast",
      "community": 32,
      "norm_label": "initialize base client.          args:             max_concurrent: maximum concu",
      "community_name": "Async API Client",
      "id": "custom_skills_19_seo_keyword_strategy_code_scripts_base_client_py_scripts_base_client_rationale_77"
    },
    {
      "label": "Execute a request with rate limiting and retry.",
      "file_type": "rationale",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/base_client.py",
      "source_location": "L104",
      "_origin": "ast",
      "community": 32,
      "norm_label": "execute a request with rate limiting and retry.",
      "community_name": "Async API Client",
      "id": "custom_skills_19_seo_keyword_strategy_code_scripts_base_client_py_scripts_base_client_rationale_104"
    },
    {
      "label": "Execute multiple requests concurrently.",
      "file_type": "rationale",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/base_client.py",
      "source_location": "L122",
      "_origin": "ast",
      "community": 32,
      "norm_label": "execute multiple requests concurrently.",
      "community_name": "Async API Client",
      "id": "custom_skills_19_seo_keyword_strategy_code_scripts_base_client_py_scripts_base_client_rationale_122"
    },
    {
      "label": "Print request statistics.",
      "file_type": "rationale",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/base_client.py",
      "source_location": "L147",
      "_origin": "ast",
      "community": 32,
      "norm_label": "print request statistics.",
      "community_name": "Async API Client",
      "id": "custom_skills_19_seo_keyword_strategy_code_scripts_base_client_py_scripts_base_client_rationale_147"
    },
    {
      "label": "Manage API configuration and credentials.",
      "file_type": "rationale",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/base_client.py",
      "source_location": "L157",
      "_origin": "ast",
      "community": 32,
      "norm_label": "manage api configuration and credentials.",
      "community_name": "Async API Client",
      "id": "custom_skills_19_seo_keyword_strategy_code_scripts_base_client_py_scripts_base_client_rationale_157"
    },
    {
      "label": "Get Google service account credentials path.",
      "file_type": "rationale",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/base_client.py",
      "source_location": "L164",
      "_origin": "ast",
      "community": 32,
      "norm_label": "get google service account credentials path.",
      "community_name": "Async API Client",
      "id": "custom_skills_19_seo_keyword_strategy_code_scripts_base_client_py_scripts_base_client_rationale_164"
    },
    {
      "label": "Get PageSpeed Insights API key.",
      "file_type": "rationale",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/base_client.py",
      "source_location": "L173",
      "_origin": "ast",
      "community": 32,
      "norm_label": "get pagespeed insights api key.",
      "community_name": "Async API Client",
      "id": "custom_skills_19_seo_keyword_strategy_code_scripts_base_client_py_scripts_base_client_rationale_173"
    },
    {
      "label": "Get Custom Search API key.",
      "file_type": "rationale",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/base_client.py",
      "source_location": "L178",
      "_origin": "ast",
      "community": 32,
      "norm_label": "get custom search api key.",
      "community_name": "Async API Client",
      "id": "custom_skills_19_seo_keyword_strategy_code_scripts_base_client_py_scripts_base_client_rationale_178"
    },
    {
      "label": "Get Custom Search Engine ID.",
      "file_type": "rationale",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/base_client.py",
      "source_location": "L183",
      "_origin": "ast",
      "community": 32,
      "norm_label": "get custom search engine id.",
      "community_name": "Async API Client",
      "id": "custom_skills_19_seo_keyword_strategy_code_scripts_base_client_py_scripts_base_client_rationale_183"
    },
    {
      "label": "Get Notion API token.",
      "file_type": "rationale",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/base_client.py",
      "source_location": "L188",
      "_origin": "ast",
      "community": 32,
      "norm_label": "get notion api token.",
      "community_name": "Async API Client",
      "id": "custom_skills_19_seo_keyword_strategy_code_scripts_base_client_py_scripts_base_client_rationale_188"
    },
    {
      "label": "Validate Google credentials are configured.",
      "file_type": "rationale",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/base_client.py",
      "source_location": "L192",
      "_origin": "ast",
      "community": 32,
      "norm_label": "validate google credentials are configured.",
      "community_name": "Async API Client",
      "id": "custom_skills_19_seo_keyword_strategy_code_scripts_base_client_py_scripts_base_client_rationale_192"
    },
    {
      "label": "Get required environment variable or raise error.",
      "file_type": "rationale",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/base_client.py",
      "source_location": "L199",
      "_origin": "ast",
      "community": 32,
      "norm_label": "get required environment variable or raise error.",
      "community_name": "Async API Client",
      "id": "custom_skills_19_seo_keyword_strategy_code_scripts_base_client_py_scripts_base_client_rationale_199"
    },
    {
      "label": "keyword_gap_analyzer.py",
      "file_type": "code",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/keyword_gap_analyzer.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 95,
      "norm_label": "keyword_gap_analyzer.py",
      "community_name": "Keyword Gap Analyzer",
      "id": "scripts_keyword_gap_analyzer"
    },
    {
      "label": "OrganicKeyword",
      "file_type": "code",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/keyword_gap_analyzer.py",
      "source_location": "L62",
      "_origin": "ast",
      "community": 196,
      "norm_label": "organickeyword",
      "community_name": "Keyword Gap Analyzer",
      "id": "scripts_keyword_gap_analyzer_organickeyword"
    },
    {
      "label": "GapKeyword",
      "file_type": "code",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/keyword_gap_analyzer.py",
      "source_location": "L75",
      "_origin": "ast",
      "community": 196,
      "norm_label": "gapkeyword",
      "community_name": "Keyword Gap Analyzer",
      "id": "scripts_keyword_gap_analyzer_gapkeyword"
    },
    {
      "label": ".to_dict()",
      "file_type": "code",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/keyword_gap_analyzer.py",
      "source_location": "L88",
      "_origin": "ast",
      "community": 196,
      "norm_label": ".to_dict()",
      "community_name": "Keyword Gap Analyzer",
      "id": "scripts_keyword_gap_analyzer_gapkeyword_to_dict"
    },
    {
      "label": "GapAnalysisResult",
      "file_type": "code",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/keyword_gap_analyzer.py",
      "source_location": "L93",
      "_origin": "ast",
      "community": 95,
      "norm_label": "gapanalysisresult",
      "community_name": "Keyword Gap Analyzer",
      "id": "scripts_keyword_gap_analyzer_gapanalysisresult"
    },
    {
      "label": ".to_dict()",
      "file_type": "code",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/keyword_gap_analyzer.py",
      "source_location": "L108",
      "_origin": "ast",
      "community": 95,
      "norm_label": ".to_dict()",
      "community_name": "Keyword Gap Analyzer",
      "id": "scripts_keyword_gap_analyzer_gapanalysisresult_to_dict"
    },
    {
      "label": "call_mcp_tool()",
      "file_type": "code",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/keyword_gap_analyzer.py",
      "source_location": "L129",
      "_origin": "ast",
      "community": 95,
      "norm_label": "call_mcp_tool()",
      "community_name": "Keyword Gap Analyzer",
      "id": "scripts_keyword_gap_analyzer_call_mcp_tool"
    },
    {
      "label": "extract_domain()",
      "file_type": "code",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/keyword_gap_analyzer.py",
      "source_location": "L174",
      "_origin": "ast",
      "community": 95,
      "norm_label": "extract_domain()",
      "community_name": "Keyword Gap Analyzer",
      "id": "scripts_keyword_gap_analyzer_extract_domain"
    },
    {
      "label": "classify_intent()",
      "file_type": "code",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/keyword_gap_analyzer.py",
      "source_location": "L186",
      "_origin": "ast",
      "community": 196,
      "norm_label": "classify_intent()",
      "community_name": "Keyword Gap Analyzer",
      "id": "scripts_keyword_gap_analyzer_classify_intent"
    },
    {
      "label": "KeywordGapAnalyzer",
      "file_type": "code",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/keyword_gap_analyzer.py",
      "source_location": "L201",
      "_origin": "ast",
      "community": 95,
      "norm_label": "keywordgapanalyzer",
      "community_name": "Keyword Gap Analyzer",
      "id": "scripts_keyword_gap_analyzer_keywordgapanalyzer"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/keyword_gap_analyzer.py",
      "source_location": "L204",
      "_origin": "ast",
      "community": 95,
      "norm_label": ".__init__()",
      "community_name": "Keyword Gap Analyzer",
      "id": "scripts_keyword_gap_analyzer_keywordgapanalyzer_init"
    },
    {
      "label": ".get_organic_keywords()",
      "file_type": "code",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/keyword_gap_analyzer.py",
      "source_location": "L208",
      "_origin": "ast",
      "community": 95,
      "norm_label": ".get_organic_keywords()",
      "community_name": "Keyword Gap Analyzer",
      "id": "scripts_keyword_gap_analyzer_keywordgapanalyzer_get_organic_keywords"
    },
    {
      "label": ".find_gaps()",
      "file_type": "code",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/keyword_gap_analyzer.py",
      "source_location": "L242",
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      "id": "scripts_keyword_gap_analyzer_keywordgapanalyzer_analyze"
    },
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      "label": "format_text_report()",
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      "community_name": "Keyword Gap Analyzer",
      "id": "scripts_keyword_gap_analyzer_format_text_report"
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      "community_name": "Keyword Gap Analyzer",
      "id": "scripts_keyword_gap_analyzer_main"
    },
    {
      "label": "Keyword Gap Analyzer - Competitor keyword gap analysis with opportunity scoring",
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      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/keyword_gap_analyzer.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 95,
      "norm_label": "keyword gap analyzer - competitor keyword gap analysis with opportunity scoring",
      "community_name": "Keyword Gap Analyzer",
      "id": "scripts_keyword_gap_analyzer_rationale_1"
    },
    {
      "label": "A keyword that a domain ranks for organically.",
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      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/keyword_gap_analyzer.py",
      "source_location": "L63",
      "_origin": "ast",
      "community": 196,
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      "community_name": "Keyword Gap Analyzer",
      "id": "scripts_keyword_gap_analyzer_rationale_63"
    },
    {
      "label": "A keyword gap between target and competitor(s).",
      "file_type": "rationale",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/keyword_gap_analyzer.py",
      "source_location": "L76",
      "_origin": "ast",
      "community": 196,
      "norm_label": "a keyword gap between target and competitor(s).",
      "community_name": "Keyword Gap Analyzer",
      "id": "scripts_keyword_gap_analyzer_rationale_76"
    },
    {
      "label": "Complete gap analysis result.",
      "file_type": "rationale",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/keyword_gap_analyzer.py",
      "source_location": "L94",
      "_origin": "ast",
      "community": 95,
      "norm_label": "complete gap analysis result.",
      "community_name": "Keyword Gap Analyzer",
      "id": "scripts_keyword_gap_analyzer_rationale_94"
    },
    {
      "label": "Call an Ahrefs MCP tool and return parsed JSON response.      In production this",
      "file_type": "rationale",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/keyword_gap_analyzer.py",
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      "community": 95,
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      "community_name": "Keyword Gap Analyzer",
      "id": "scripts_keyword_gap_analyzer_rationale_130"
    },
    {
      "label": "Extract clean domain from URL.",
      "file_type": "rationale",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/keyword_gap_analyzer.py",
      "source_location": "L175",
      "_origin": "ast",
      "community": 95,
      "norm_label": "extract clean domain from url.",
      "community_name": "Keyword Gap Analyzer",
      "id": "scripts_keyword_gap_analyzer_rationale_175"
    },
    {
      "label": "Classify search intent based on keyword patterns.",
      "file_type": "rationale",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/keyword_gap_analyzer.py",
      "source_location": "L187",
      "_origin": "ast",
      "community": 196,
      "norm_label": "classify search intent based on keyword patterns.",
      "community_name": "Keyword Gap Analyzer",
      "id": "scripts_keyword_gap_analyzer_rationale_187"
    },
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      "file_type": "rationale",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/keyword_gap_analyzer.py",
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      "community": 95,
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    },
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      "_origin": "ast",
      "community": 95,
      "norm_label": "fetch organic keywords for a domain via ahrefs site-explorer-organic-keywords.",
      "community_name": "Keyword Gap Analyzer",
      "id": "scripts_keyword_gap_analyzer_rationale_209"
    },
    {
      "label": "Identify keywords that competitors rank for but the target doesn't.          A g",
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      "source_location": "L247",
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      "community": 196,
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      "community_name": "Keyword Gap Analyzer",
      "id": "scripts_keyword_gap_analyzer_rationale_247"
    },
    {
      "label": "Score each gap keyword by opportunity potential.          Formula:             o",
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      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/keyword_gap_analyzer.py",
      "source_location": "L304",
      "_origin": "ast",
      "community": 95,
      "norm_label": "score each gap keyword by opportunity potential.          formula:             o",
      "community_name": "Keyword Gap Analyzer",
      "id": "scripts_keyword_gap_analyzer_rationale_304"
    },
    {
      "label": "Orchestrate full keyword gap analysis:         1. Fetch organic keywords for tar",
      "file_type": "rationale",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/keyword_gap_analyzer.py",
      "source_location": "L367",
      "_origin": "ast",
      "community": 95,
      "norm_label": "orchestrate full keyword gap analysis:         1. fetch organic keywords for tar",
      "community_name": "Keyword Gap Analyzer",
      "id": "scripts_keyword_gap_analyzer_rationale_367"
    },
    {
      "label": "Format gap analysis result as a human-readable text report.",
      "file_type": "rationale",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/keyword_gap_analyzer.py",
      "source_location": "L433",
      "_origin": "ast",
      "community": 95,
      "norm_label": "format gap analysis result as a human-readable text report.",
      "community_name": "Keyword Gap Analyzer",
      "id": "scripts_keyword_gap_analyzer_rationale_433"
    },
    {
      "label": "keyword_researcher.py",
      "file_type": "code",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/keyword_researcher.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 49,
      "norm_label": "keyword_researcher.py",
      "community_name": "Keyword Research Tool",
      "id": "scripts_keyword_researcher"
    },
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      "label": "KeywordEntry",
      "file_type": "code",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/keyword_researcher.py",
      "source_location": "L81",
      "_origin": "ast",
      "community": 49,
      "norm_label": "keywordentry",
      "community_name": "Keyword Research Tool",
      "id": "scripts_keyword_researcher_keywordentry"
    },
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      "label": ".to_dict()",
      "file_type": "code",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/keyword_researcher.py",
      "source_location": "L93",
      "_origin": "ast",
      "community": 49,
      "norm_label": ".to_dict()",
      "community_name": "Keyword Research Tool",
      "id": "scripts_keyword_researcher_keywordentry_to_dict"
    },
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      "label": "KeywordCluster",
      "file_type": "code",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/keyword_researcher.py",
      "source_location": "L101",
      "_origin": "ast",
      "community": 49,
      "norm_label": "keywordcluster",
      "community_name": "Keyword Research Tool",
      "id": "scripts_keyword_researcher_keywordcluster"
    },
    {
      "label": ".to_dict()",
      "file_type": "code",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/keyword_researcher.py",
      "source_location": "L110",
      "_origin": "ast",
      "community": 49,
      "norm_label": ".to_dict()",
      "community_name": "Keyword Research Tool",
      "id": "scripts_keyword_researcher_keywordcluster_to_dict"
    },
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      "label": "ResearchResult",
      "file_type": "code",
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      "_origin": "ast",
      "community": 49,
      "norm_label": "researchresult",
      "community_name": "Keyword Research Tool",
      "id": "scripts_keyword_researcher_researchresult"
    },
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      "label": ".to_dict()",
      "file_type": "code",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/keyword_researcher.py",
      "source_location": "L126",
      "_origin": "ast",
      "community": 49,
      "norm_label": ".to_dict()",
      "community_name": "Keyword Research Tool",
      "id": "scripts_keyword_researcher_researchresult_to_dict"
    },
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      "label": "call_mcp_tool()",
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      "source_location": "L143",
      "_origin": "ast",
      "community": 49,
      "norm_label": "call_mcp_tool()",
      "community_name": "Keyword Research Tool",
      "id": "scripts_keyword_researcher_call_mcp_tool"
    },
    {
      "label": "KeywordResearcher",
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      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/keyword_researcher.py",
      "source_location": "L185",
      "_origin": "ast",
      "community": 49,
      "norm_label": "keywordresearcher",
      "community_name": "Keyword Research Tool",
      "id": "scripts_keyword_researcher_keywordresearcher"
    },
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      "source_location": "L188",
      "_origin": "ast",
      "community": 49,
      "norm_label": ".__init__()",
      "community_name": "Keyword Research Tool",
      "id": "scripts_keyword_researcher_keywordresearcher_init"
    },
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      "label": ".expand_keywords()",
      "file_type": "code",
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      "community": 49,
      "norm_label": ".expand_keywords()",
      "community_name": "Keyword Research Tool",
      "id": "scripts_keyword_researcher_keywordresearcher_expand_keywords"
    },
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      "label": ".expand_korean_suffixes()",
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      "community": 49,
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      "community_name": "Keyword Research Tool",
      "id": "scripts_keyword_researcher_keywordresearcher_expand_korean_suffixes"
    },
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      "id": "scripts_keyword_researcher_keywordresearcher_get_volume_by_country"
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      "community": 49,
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      "community_name": "Keyword Research Tool",
      "id": "scripts_keyword_researcher_keywordresearcher_classify_intent"
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      "source_location": "L334",
      "_origin": "ast",
      "community": 49,
      "norm_label": ".cluster_keywords()",
      "community_name": "Keyword Research Tool",
      "id": "scripts_keyword_researcher_keywordresearcher_cluster_keywords"
    },
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      "community_name": "Keyword Research Tool",
      "id": "scripts_keyword_researcher_keywordresearcher_analyze"
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      "community_name": "Keyword Research Tool",
      "id": "scripts_keyword_researcher_keywordresearcher_parse_keyword_item"
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      "community": 49,
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      "community_name": "Keyword Research Tool",
      "id": "scripts_keyword_researcher_main"
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      "label": "Keyword Researcher - Seed keyword expansion, intent classification, and topic cl",
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      "id": "scripts_keyword_researcher_rationale_1"
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      "id": "scripts_keyword_researcher_rationale_82"
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      "community_name": "Keyword Research Tool",
      "id": "scripts_keyword_researcher_rationale_116"
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      "file_type": "rationale",
      "source_file": "custom-skills/19-seo-keyword-strategy/code/scripts/keyword_researcher.py",
      "source_location": "L144",
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      "id": "scripts_keyword_researcher_rationale_335"
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      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/base_client.py",
      "source_location": "L1",
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      "community_name": "Async API Client",
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    {
      "label": "RateLimiter",
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      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/base_client.py",
      "source_location": "L35",
      "_origin": "ast",
      "community": 33,
      "norm_label": "ratelimiter",
      "community_name": "Async API Client",
      "id": "custom_skills_20_seo_serp_analysis_code_scripts_base_client_py_scripts_base_client_ratelimiter"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/base_client.py",
      "source_location": "L38",
      "_origin": "ast",
      "community": 33,
      "norm_label": ".__init__()",
      "community_name": "Async API Client",
      "id": "custom_skills_20_seo_serp_analysis_code_scripts_base_client_py_scripts_base_client_ratelimiter_init"
    },
    {
      "label": ".acquire()",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/base_client.py",
      "source_location": "L52",
      "_origin": "ast",
      "community": 33,
      "norm_label": ".acquire()",
      "community_name": "Async API Client",
      "id": "custom_skills_20_seo_serp_analysis_code_scripts_base_client_py_scripts_base_client_ratelimiter_acquire"
    },
    {
      "label": "BaseAsyncClient",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/base_client.py",
      "source_location": "L68",
      "_origin": "ast",
      "community": 33,
      "norm_label": "baseasyncclient",
      "community_name": "Async API Client",
      "id": "custom_skills_20_seo_serp_analysis_code_scripts_base_client_py_scripts_base_client_baseasyncclient"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/base_client.py",
      "source_location": "L71",
      "_origin": "ast",
      "community": 33,
      "norm_label": ".__init__()",
      "community_name": "Async API Client",
      "id": "custom_skills_20_seo_serp_analysis_code_scripts_base_client_py_scripts_base_client_baseasyncclient_init"
    },
    {
      "label": "Logger",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/base_client.py",
      "source_location": "L71",
      "_origin": "ast",
      "community": 33,
      "norm_label": "logger",
      "community_name": "Async API Client",
      "id": "custom_skills_20_seo_serp_analysis_code_scripts_base_client_py_logger"
    },
    {
      "label": "._rate_limited_request()",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/base_client.py",
      "source_location": "L100",
      "_origin": "ast",
      "community": 33,
      "norm_label": "._rate_limited_request()",
      "community_name": "Async API Client",
      "id": "custom_skills_20_seo_serp_analysis_code_scripts_base_client_py_scripts_base_client_baseasyncclient_rate_limited_request"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/base_client.py",
      "source_location": "L100",
      "_origin": "ast",
      "community": 33,
      "norm_label": "any",
      "community_name": "Async API Client",
      "id": "custom_skills_20_seo_serp_analysis_code_scripts_base_client_py_any"
    },
    {
      "label": ".batch_requests()",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/base_client.py",
      "source_location": "L117",
      "_origin": "ast",
      "community": 33,
      "norm_label": ".batch_requests()",
      "community_name": "Async API Client",
      "id": "custom_skills_20_seo_serp_analysis_code_scripts_base_client_py_scripts_base_client_baseasyncclient_batch_requests"
    },
    {
      "label": ".print_stats()",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/base_client.py",
      "source_location": "L146",
      "_origin": "ast",
      "community": 33,
      "norm_label": ".print_stats()",
      "community_name": "Async API Client",
      "id": "custom_skills_20_seo_serp_analysis_code_scripts_base_client_py_scripts_base_client_baseasyncclient_print_stats"
    },
    {
      "label": "ConfigManager",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/base_client.py",
      "source_location": "L156",
      "_origin": "ast",
      "community": 33,
      "norm_label": "configmanager",
      "community_name": "Async API Client",
      "id": "custom_skills_20_seo_serp_analysis_code_scripts_base_client_py_scripts_base_client_configmanager"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/base_client.py",
      "source_location": "L159",
      "_origin": "ast",
      "community": 33,
      "norm_label": ".__init__()",
      "community_name": "Async API Client",
      "id": "custom_skills_20_seo_serp_analysis_code_scripts_base_client_py_scripts_base_client_configmanager_init"
    },
    {
      "label": ".google_credentials_path()",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/base_client.py",
      "source_location": "L163",
      "_origin": "ast",
      "community": 33,
      "norm_label": ".google_credentials_path()",
      "community_name": "Async API Client",
      "id": "custom_skills_20_seo_serp_analysis_code_scripts_base_client_py_scripts_base_client_configmanager_google_credentials_path"
    },
    {
      "label": ".pagespeed_api_key()",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/base_client.py",
      "source_location": "L172",
      "_origin": "ast",
      "community": 33,
      "norm_label": ".pagespeed_api_key()",
      "community_name": "Async API Client",
      "id": "custom_skills_20_seo_serp_analysis_code_scripts_base_client_py_scripts_base_client_configmanager_pagespeed_api_key"
    },
    {
      "label": ".custom_search_api_key()",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/base_client.py",
      "source_location": "L177",
      "_origin": "ast",
      "community": 33,
      "norm_label": ".custom_search_api_key()",
      "community_name": "Async API Client",
      "id": "custom_skills_20_seo_serp_analysis_code_scripts_base_client_py_scripts_base_client_configmanager_custom_search_api_key"
    },
    {
      "label": ".custom_search_engine_id()",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/base_client.py",
      "source_location": "L182",
      "_origin": "ast",
      "community": 33,
      "norm_label": ".custom_search_engine_id()",
      "community_name": "Async API Client",
      "id": "custom_skills_20_seo_serp_analysis_code_scripts_base_client_py_scripts_base_client_configmanager_custom_search_engine_id"
    },
    {
      "label": ".notion_token()",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/base_client.py",
      "source_location": "L187",
      "_origin": "ast",
      "community": 33,
      "norm_label": ".notion_token()",
      "community_name": "Async API Client",
      "id": "custom_skills_20_seo_serp_analysis_code_scripts_base_client_py_scripts_base_client_configmanager_notion_token"
    },
    {
      "label": ".validate_google_credentials()",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/base_client.py",
      "source_location": "L191",
      "_origin": "ast",
      "community": 33,
      "norm_label": ".validate_google_credentials()",
      "community_name": "Async API Client",
      "id": "custom_skills_20_seo_serp_analysis_code_scripts_base_client_py_scripts_base_client_configmanager_validate_google_credentials"
    },
    {
      "label": ".get_required()",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/base_client.py",
      "source_location": "L198",
      "_origin": "ast",
      "community": 33,
      "norm_label": ".get_required()",
      "community_name": "Async API Client",
      "id": "custom_skills_20_seo_serp_analysis_code_scripts_base_client_py_scripts_base_client_configmanager_get_required"
    },
    {
      "label": "Base Client - Shared async client utilities ====================================",
      "file_type": "rationale",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/base_client.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 33,
      "norm_label": "base client - shared async client utilities ====================================",
      "community_name": "Async API Client",
      "id": "custom_skills_20_seo_serp_analysis_code_scripts_base_client_py_scripts_base_client_rationale_1"
    },
    {
      "label": "Rate limiter using token bucket algorithm.",
      "file_type": "rationale",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/base_client.py",
      "source_location": "L36",
      "_origin": "ast",
      "community": 33,
      "norm_label": "rate limiter using token bucket algorithm.",
      "community_name": "Async API Client",
      "id": "custom_skills_20_seo_serp_analysis_code_scripts_base_client_py_scripts_base_client_rationale_36"
    },
    {
      "label": "Initialize rate limiter.          Args:             rate: Number of requests all",
      "file_type": "rationale",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/base_client.py",
      "source_location": "L39",
      "_origin": "ast",
      "community": 33,
      "norm_label": "initialize rate limiter.          args:             rate: number of requests all",
      "community_name": "Async API Client",
      "id": "custom_skills_20_seo_serp_analysis_code_scripts_base_client_py_scripts_base_client_rationale_39"
    },
    {
      "label": "Acquire a token, waiting if necessary.",
      "file_type": "rationale",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/base_client.py",
      "source_location": "L53",
      "_origin": "ast",
      "community": 33,
      "norm_label": "acquire a token, waiting if necessary.",
      "community_name": "Async API Client",
      "id": "custom_skills_20_seo_serp_analysis_code_scripts_base_client_py_scripts_base_client_rationale_53"
    },
    {
      "label": "Base class for async API clients with rate limiting.",
      "file_type": "rationale",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/base_client.py",
      "source_location": "L69",
      "_origin": "ast",
      "community": 33,
      "norm_label": "base class for async api clients with rate limiting.",
      "community_name": "Async API Client",
      "id": "custom_skills_20_seo_serp_analysis_code_scripts_base_client_py_scripts_base_client_rationale_69"
    },
    {
      "label": "Initialize base client.          Args:             max_concurrent: Maximum concu",
      "file_type": "rationale",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/base_client.py",
      "source_location": "L77",
      "_origin": "ast",
      "community": 33,
      "norm_label": "initialize base client.          args:             max_concurrent: maximum concu",
      "community_name": "Async API Client",
      "id": "custom_skills_20_seo_serp_analysis_code_scripts_base_client_py_scripts_base_client_rationale_77"
    },
    {
      "label": "Execute a request with rate limiting and retry.",
      "file_type": "rationale",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/base_client.py",
      "source_location": "L104",
      "_origin": "ast",
      "community": 33,
      "norm_label": "execute a request with rate limiting and retry.",
      "community_name": "Async API Client",
      "id": "custom_skills_20_seo_serp_analysis_code_scripts_base_client_py_scripts_base_client_rationale_104"
    },
    {
      "label": "Execute multiple requests concurrently.",
      "file_type": "rationale",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/base_client.py",
      "source_location": "L122",
      "_origin": "ast",
      "community": 33,
      "norm_label": "execute multiple requests concurrently.",
      "community_name": "Async API Client",
      "id": "custom_skills_20_seo_serp_analysis_code_scripts_base_client_py_scripts_base_client_rationale_122"
    },
    {
      "label": "Print request statistics.",
      "file_type": "rationale",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/base_client.py",
      "source_location": "L147",
      "_origin": "ast",
      "community": 33,
      "norm_label": "print request statistics.",
      "community_name": "Async API Client",
      "id": "custom_skills_20_seo_serp_analysis_code_scripts_base_client_py_scripts_base_client_rationale_147"
    },
    {
      "label": "Manage API configuration and credentials.",
      "file_type": "rationale",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/base_client.py",
      "source_location": "L157",
      "_origin": "ast",
      "community": 33,
      "norm_label": "manage api configuration and credentials.",
      "community_name": "Async API Client",
      "id": "custom_skills_20_seo_serp_analysis_code_scripts_base_client_py_scripts_base_client_rationale_157"
    },
    {
      "label": "Get Google service account credentials path.",
      "file_type": "rationale",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/base_client.py",
      "source_location": "L164",
      "_origin": "ast",
      "community": 33,
      "norm_label": "get google service account credentials path.",
      "community_name": "Async API Client",
      "id": "custom_skills_20_seo_serp_analysis_code_scripts_base_client_py_scripts_base_client_rationale_164"
    },
    {
      "label": "Get PageSpeed Insights API key.",
      "file_type": "rationale",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/base_client.py",
      "source_location": "L173",
      "_origin": "ast",
      "community": 33,
      "norm_label": "get pagespeed insights api key.",
      "community_name": "Async API Client",
      "id": "custom_skills_20_seo_serp_analysis_code_scripts_base_client_py_scripts_base_client_rationale_173"
    },
    {
      "label": "Get Custom Search API key.",
      "file_type": "rationale",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/base_client.py",
      "source_location": "L178",
      "_origin": "ast",
      "community": 33,
      "norm_label": "get custom search api key.",
      "community_name": "Async API Client",
      "id": "custom_skills_20_seo_serp_analysis_code_scripts_base_client_py_scripts_base_client_rationale_178"
    },
    {
      "label": "Get Custom Search Engine ID.",
      "file_type": "rationale",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/base_client.py",
      "source_location": "L183",
      "_origin": "ast",
      "community": 33,
      "norm_label": "get custom search engine id.",
      "community_name": "Async API Client",
      "id": "custom_skills_20_seo_serp_analysis_code_scripts_base_client_py_scripts_base_client_rationale_183"
    },
    {
      "label": "Get Notion API token.",
      "file_type": "rationale",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/base_client.py",
      "source_location": "L188",
      "_origin": "ast",
      "community": 33,
      "norm_label": "get notion api token.",
      "community_name": "Async API Client",
      "id": "custom_skills_20_seo_serp_analysis_code_scripts_base_client_py_scripts_base_client_rationale_188"
    },
    {
      "label": "Validate Google credentials are configured.",
      "file_type": "rationale",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/base_client.py",
      "source_location": "L192",
      "_origin": "ast",
      "community": 33,
      "norm_label": "validate google credentials are configured.",
      "community_name": "Async API Client",
      "id": "custom_skills_20_seo_serp_analysis_code_scripts_base_client_py_scripts_base_client_rationale_192"
    },
    {
      "label": "Get required environment variable or raise error.",
      "file_type": "rationale",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/base_client.py",
      "source_location": "L199",
      "_origin": "ast",
      "community": 33,
      "norm_label": "get required environment variable or raise error.",
      "community_name": "Async API Client",
      "id": "custom_skills_20_seo_serp_analysis_code_scripts_base_client_py_scripts_base_client_rationale_199"
    },
    {
      "label": "naver_serp_analyzer.py",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/naver_serp_analyzer.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 34,
      "norm_label": "naver_serp_analyzer.py",
      "community_name": "Naver SERP Analyzer",
      "id": "scripts_naver_serp_analyzer"
    },
    {
      "label": "NaverSection",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/naver_serp_analyzer.py",
      "source_location": "L186",
      "_origin": "ast",
      "community": 34,
      "norm_label": "naversection",
      "community_name": "Naver SERP Analyzer",
      "id": "scripts_naver_serp_analyzer_naversection"
    },
    {
      "label": ".__post_init__()",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/naver_serp_analyzer.py",
      "source_location": "L197",
      "_origin": "ast",
      "community": 34,
      "norm_label": ".__post_init__()",
      "community_name": "Naver SERP Analyzer",
      "id": "scripts_naver_serp_analyzer_naversection_post_init"
    },
    {
      "label": "NaverSerpResult",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/naver_serp_analyzer.py",
      "source_location": "L205",
      "_origin": "ast",
      "community": 34,
      "norm_label": "naverserpresult",
      "community_name": "Naver SERP Analyzer",
      "id": "scripts_naver_serp_analyzer_naverserpresult"
    },
    {
      "label": ".__post_init__()",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/naver_serp_analyzer.py",
      "source_location": "L220",
      "_origin": "ast",
      "community": 34,
      "norm_label": ".__post_init__()",
      "community_name": "Naver SERP Analyzer",
      "id": "scripts_naver_serp_analyzer_naverserpresult_post_init"
    },
    {
      "label": "NaverSerpAnalyzer",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/naver_serp_analyzer.py",
      "source_location": "L230",
      "_origin": "ast",
      "community": 34,
      "norm_label": "naverserpanalyzer",
      "community_name": "Naver SERP Analyzer",
      "id": "scripts_naver_serp_analyzer_naverserpanalyzer"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/naver_serp_analyzer.py",
      "source_location": "L235",
      "_origin": "ast",
      "community": 34,
      "norm_label": ".__init__()",
      "community_name": "Naver SERP Analyzer",
      "id": "scripts_naver_serp_analyzer_naverserpanalyzer_init"
    },
    {
      "label": ".fetch_serp()",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/naver_serp_analyzer.py",
      "source_location": "L243",
      "_origin": "ast",
      "community": 34,
      "norm_label": ".fetch_serp()",
      "community_name": "Naver SERP Analyzer",
      "id": "scripts_naver_serp_analyzer_naverserpanalyzer_fetch_serp"
    },
    {
      "label": ".detect_sections()",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/naver_serp_analyzer.py",
      "source_location": "L278",
      "_origin": "ast",
      "community": 34,
      "norm_label": ".detect_sections()",
      "community_name": "Naver SERP Analyzer",
      "id": "scripts_naver_serp_analyzer_naverserpanalyzer_detect_sections"
    },
    {
      "label": "._count_section_items()",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/naver_serp_analyzer.py",
      "source_location": "L354",
      "_origin": "ast",
      "community": 34,
      "norm_label": "._count_section_items()",
      "community_name": "Naver SERP Analyzer",
      "id": "scripts_naver_serp_analyzer_naverserpanalyzer_count_section_items"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/naver_serp_analyzer.py",
      "source_location": "L354",
      "_origin": "ast",
      "community": 34,
      "norm_label": "any",
      "community_name": "Naver SERP Analyzer",
      "id": "custom_skills_20_seo_serp_analysis_code_scripts_naver_serp_analyzer_py_any"
    },
    {
      "label": "._fallback_text_detection()",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/naver_serp_analyzer.py",
      "source_location": "L381",
      "_origin": "ast",
      "community": 34,
      "norm_label": "._fallback_text_detection()",
      "community_name": "Naver SERP Analyzer",
      "id": "scripts_naver_serp_analyzer_naverserpanalyzer_fallback_text_detection"
    },
    {
      "label": ".analyze_section_priority()",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/naver_serp_analyzer.py",
      "source_location": "L405",
      "_origin": "ast",
      "community": 34,
      "norm_label": ".analyze_section_priority()",
      "community_name": "Naver SERP Analyzer",
      "id": "scripts_naver_serp_analyzer_naverserpanalyzer_analyze_section_priority"
    },
    {
      "label": ".check_brand_zone()",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/naver_serp_analyzer.py",
      "source_location": "L420",
      "_origin": "ast",
      "community": 34,
      "norm_label": ".check_brand_zone()",
      "community_name": "Naver SERP Analyzer",
      "id": "scripts_naver_serp_analyzer_naverserpanalyzer_check_brand_zone"
    },
    {
      "label": "._find_dominant_section()",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/naver_serp_analyzer.py",
      "source_location": "L464",
      "_origin": "ast",
      "community": 34,
      "norm_label": "._find_dominant_section()",
      "community_name": "Naver SERP Analyzer",
      "id": "scripts_naver_serp_analyzer_naverserpanalyzer_find_dominant_section"
    },
    {
      "label": ".analyze()",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/naver_serp_analyzer.py",
      "source_location": "L473",
      "_origin": "ast",
      "community": 34,
      "norm_label": ".analyze()",
      "community_name": "Naver SERP Analyzer",
      "id": "scripts_naver_serp_analyzer_naverserpanalyzer_analyze"
    },
    {
      "label": "result_to_dict()",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/naver_serp_analyzer.py",
      "source_location": "L525",
      "_origin": "ast",
      "community": 34,
      "norm_label": "result_to_dict()",
      "community_name": "Naver SERP Analyzer",
      "id": "scripts_naver_serp_analyzer_result_to_dict"
    },
    {
      "label": "print_rich_report()",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/naver_serp_analyzer.py",
      "source_location": "L534",
      "_origin": "ast",
      "community": 34,
      "norm_label": "print_rich_report()",
      "community_name": "Naver SERP Analyzer",
      "id": "scripts_naver_serp_analyzer_print_rich_report"
    },
    {
      "label": "build_parser()",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/naver_serp_analyzer.py",
      "source_location": "L600",
      "_origin": "ast",
      "community": 34,
      "norm_label": "build_parser()",
      "community_name": "Naver SERP Analyzer",
      "id": "scripts_naver_serp_analyzer_build_parser"
    },
    {
      "label": "ArgumentParser",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/naver_serp_analyzer.py",
      "source_location": "L600",
      "_origin": "ast",
      "community": 34,
      "norm_label": "argumentparser",
      "community_name": "Naver SERP Analyzer",
      "id": "custom_skills_20_seo_serp_analysis_code_scripts_naver_serp_analyzer_py_argumentparser"
    },
    {
      "label": "load_keywords()",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/naver_serp_analyzer.py",
      "source_location": "L636",
      "_origin": "ast",
      "community": 34,
      "norm_label": "load_keywords()",
      "community_name": "Naver SERP Analyzer",
      "id": "scripts_naver_serp_analyzer_load_keywords"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/naver_serp_analyzer.py",
      "source_location": "L652",
      "_origin": "ast",
      "community": 34,
      "norm_label": "main()",
      "community_name": "Naver SERP Analyzer",
      "id": "scripts_naver_serp_analyzer_main"
    },
    {
      "label": "Naver SERP Analyzer - Naver search result composition analysis =================",
      "file_type": "rationale",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/naver_serp_analyzer.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 34,
      "norm_label": "naver serp analyzer - naver search result composition analysis =================",
      "community_name": "Naver SERP Analyzer",
      "id": "scripts_naver_serp_analyzer_rationale_1"
    },
    {
      "label": "A detected section within Naver SERP.",
      "file_type": "rationale",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/naver_serp_analyzer.py",
      "source_location": "L187",
      "_origin": "ast",
      "community": 34,
      "norm_label": "a detected section within naver serp.",
      "community_name": "Naver SERP Analyzer",
      "id": "scripts_naver_serp_analyzer_rationale_187"
    },
    {
      "label": "Complete Naver SERP analysis result for a keyword.",
      "file_type": "rationale",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/naver_serp_analyzer.py",
      "source_location": "L206",
      "_origin": "ast",
      "community": 34,
      "norm_label": "complete naver serp analysis result for a keyword.",
      "community_name": "Naver SERP Analyzer",
      "id": "scripts_naver_serp_analyzer_rationale_206"
    },
    {
      "label": "Analyzes Naver search result page composition.",
      "file_type": "rationale",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/naver_serp_analyzer.py",
      "source_location": "L231",
      "_origin": "ast",
      "community": 34,
      "norm_label": "analyzes naver search result page composition.",
      "community_name": "Naver SERP Analyzer",
      "id": "scripts_naver_serp_analyzer_rationale_231"
    },
    {
      "label": "Fetch Naver search results HTML for a given keyword.          Returns the raw HT",
      "file_type": "rationale",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/naver_serp_analyzer.py",
      "source_location": "L244",
      "_origin": "ast",
      "community": 34,
      "norm_label": "fetch naver search results html for a given keyword.          returns the raw ht",
      "community_name": "Naver SERP Analyzer",
      "id": "scripts_naver_serp_analyzer_rationale_244"
    },
    {
      "label": "Identify Naver SERP sections from HTML structure.          Scans the HTML for kn",
      "file_type": "rationale",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/naver_serp_analyzer.py",
      "source_location": "L279",
      "_origin": "ast",
      "community": 34,
      "norm_label": "identify naver serp sections from html structure.          scans the html for kn",
      "community_name": "Naver SERP Analyzer",
      "id": "scripts_naver_serp_analyzer_rationale_279"
    },
    {
      "label": "Count the number of result items within a section element.",
      "file_type": "rationale",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/naver_serp_analyzer.py",
      "source_location": "L355",
      "_origin": "ast",
      "community": 34,
      "norm_label": "count the number of result items within a section element.",
      "community_name": "Naver SERP Analyzer",
      "id": "scripts_naver_serp_analyzer_rationale_355"
    },
    {
      "label": "Detect sections by scanning raw HTML text for known markers.",
      "file_type": "rationale",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/naver_serp_analyzer.py",
      "source_location": "L382",
      "_origin": "ast",
      "community": 34,
      "norm_label": "detect sections by scanning raw html text for known markers.",
      "community_name": "Naver SERP Analyzer",
      "id": "scripts_naver_serp_analyzer_rationale_382"
    },
    {
      "label": "Determine above-fold section order.          Returns ordered list of section typ",
      "file_type": "rationale",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/naver_serp_analyzer.py",
      "source_location": "L408",
      "_origin": "ast",
      "community": 34,
      "norm_label": "determine above-fold section order.          returns ordered list of section typ",
      "community_name": "Naver SERP Analyzer",
      "id": "scripts_naver_serp_analyzer_rationale_408"
    },
    {
      "label": "Detect brand zone presence and extract brand name if available.          Returns",
      "file_type": "rationale",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/naver_serp_analyzer.py",
      "source_location": "L421",
      "_origin": "ast",
      "community": 34,
      "norm_label": "detect brand zone presence and extract brand name if available.          returns",
      "community_name": "Naver SERP Analyzer",
      "id": "scripts_naver_serp_analyzer_rationale_421"
    },
    {
      "label": "Find the section with the most items (excluding ads).",
      "file_type": "rationale",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/naver_serp_analyzer.py",
      "source_location": "L465",
      "_origin": "ast",
      "community": 34,
      "norm_label": "find the section with the most items (excluding ads).",
      "community_name": "Naver SERP Analyzer",
      "id": "scripts_naver_serp_analyzer_rationale_465"
    },
    {
      "label": "Orchestrate full Naver SERP analysis for a single keyword.          Steps:",
      "file_type": "rationale",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/naver_serp_analyzer.py",
      "source_location": "L474",
      "_origin": "ast",
      "community": 34,
      "norm_label": "orchestrate full naver serp analysis for a single keyword.          steps:",
      "community_name": "Naver SERP Analyzer",
      "id": "scripts_naver_serp_analyzer_rationale_474"
    },
    {
      "label": "Convert NaverSerpResult to a JSON-serializable dictionary.",
      "file_type": "rationale",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/naver_serp_analyzer.py",
      "source_location": "L526",
      "_origin": "ast",
      "community": 34,
      "norm_label": "convert naverserpresult to a json-serializable dictionary.",
      "community_name": "Naver SERP Analyzer",
      "id": "scripts_naver_serp_analyzer_rationale_526"
    },
    {
      "label": "Print a human-readable report using rich.",
      "file_type": "rationale",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/naver_serp_analyzer.py",
      "source_location": "L535",
      "_origin": "ast",
      "community": 34,
      "norm_label": "print a human-readable report using rich.",
      "community_name": "Naver SERP Analyzer",
      "id": "scripts_naver_serp_analyzer_rationale_535"
    },
    {
      "label": "Load keywords from a text file, one per line.",
      "file_type": "rationale",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/naver_serp_analyzer.py",
      "source_location": "L637",
      "_origin": "ast",
      "community": 34,
      "norm_label": "load keywords from a text file, one per line.",
      "community_name": "Naver SERP Analyzer",
      "id": "scripts_naver_serp_analyzer_rationale_637"
    },
    {
      "label": "serp_analyzer.py",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/serp_analyzer.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 16,
      "norm_label": "serp_analyzer.py",
      "community_name": "SERP Feature Analyzer",
      "id": "scripts_serp_analyzer"
    },
    {
      "label": "SerpFeatures",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/serp_analyzer.py",
      "source_location": "L45",
      "_origin": "ast",
      "community": 16,
      "norm_label": "serpfeatures",
      "community_name": "SERP Feature Analyzer",
      "id": "scripts_serp_analyzer_serpfeatures"
    },
    {
      "label": ".feature_count()",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/serp_analyzer.py",
      "source_location": "L60",
      "_origin": "ast",
      "community": 16,
      "norm_label": ".feature_count()",
      "community_name": "SERP Feature Analyzer",
      "id": "scripts_serp_analyzer_serpfeatures_feature_count"
    },
    {
      "label": ".has_ads()",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/serp_analyzer.py",
      "source_location": "L78",
      "_origin": "ast",
      "community": 16,
      "norm_label": ".has_ads()",
      "community_name": "SERP Feature Analyzer",
      "id": "scripts_serp_analyzer_serpfeatures_has_ads"
    },
    {
      "label": "CompetitorPosition",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/serp_analyzer.py",
      "source_location": "L83",
      "_origin": "ast",
      "community": 16,
      "norm_label": "competitorposition",
      "community_name": "SERP Feature Analyzer",
      "id": "scripts_serp_analyzer_competitorposition"
    },
    {
      "label": "SerpResult",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/serp_analyzer.py",
      "source_location": "L97",
      "_origin": "ast",
      "community": 16,
      "norm_label": "serpresult",
      "community_name": "SERP Feature Analyzer",
      "id": "scripts_serp_analyzer_serpresult"
    },
    {
      "label": ".__post_init__()",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/serp_analyzer.py",
      "source_location": "L113",
      "_origin": "ast",
      "community": 16,
      "norm_label": ".__post_init__()",
      "community_name": "SERP Feature Analyzer",
      "id": "scripts_serp_analyzer_serpresult_post_init"
    },
    {
      "label": "SerpAnalyzer",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/serp_analyzer.py",
      "source_location": "L213",
      "_origin": "ast",
      "community": 16,
      "norm_label": "serpanalyzer",
      "community_name": "SERP Feature Analyzer",
      "id": "scripts_serp_analyzer_serpanalyzer"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/serp_analyzer.py",
      "source_location": "L216",
      "_origin": "ast",
      "community": 16,
      "norm_label": ".__init__()",
      "community_name": "SERP Feature Analyzer",
      "id": "scripts_serp_analyzer_serpanalyzer_init"
    },
    {
      "label": ".get_serp_data()",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/serp_analyzer.py",
      "source_location": "L221",
      "_origin": "ast",
      "community": 16,
      "norm_label": ".get_serp_data()",
      "community_name": "SERP Feature Analyzer",
      "id": "scripts_serp_analyzer_serpanalyzer_get_serp_data"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/serp_analyzer.py",
      "source_location": "L221",
      "_origin": "ast",
      "community": 16,
      "norm_label": "any",
      "community_name": "SERP Feature Analyzer",
      "id": "custom_skills_20_seo_serp_analysis_code_scripts_serp_analyzer_py_any"
    },
    {
      "label": ".detect_features()",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/serp_analyzer.py",
      "source_location": "L292",
      "_origin": "ast",
      "community": 16,
      "norm_label": ".detect_features()",
      "community_name": "SERP Feature Analyzer",
      "id": "scripts_serp_analyzer_serpanalyzer_detect_features"
    },
    {
      "label": ".map_competitors()",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/serp_analyzer.py",
      "source_location": "L358",
      "_origin": "ast",
      "community": 16,
      "norm_label": ".map_competitors()",
      "community_name": "SERP Feature Analyzer",
      "id": "scripts_serp_analyzer_serpanalyzer_map_competitors"
    },
    {
      "label": ".classify_content_type()",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/serp_analyzer.py",
      "source_location": "L402",
      "_origin": "ast",
      "community": 16,
      "norm_label": ".classify_content_type()",
      "community_name": "SERP Feature Analyzer",
      "id": "scripts_serp_analyzer_serpanalyzer_classify_content_type"
    },
    {
      "label": ".calculate_opportunity_score()",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/serp_analyzer.py",
      "source_location": "L442",
      "_origin": "ast",
      "community": 16,
      "norm_label": ".calculate_opportunity_score()",
      "community_name": "SERP Feature Analyzer",
      "id": "scripts_serp_analyzer_serpanalyzer_calculate_opportunity_score"
    },
    {
      "label": ".validate_intent()",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/serp_analyzer.py",
      "source_location": "L532",
      "_origin": "ast",
      "community": 16,
      "norm_label": ".validate_intent()",
      "community_name": "SERP Feature Analyzer",
      "id": "scripts_serp_analyzer_serpanalyzer_validate_intent"
    },
    {
      "label": "._content_type_distribution()",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/serp_analyzer.py",
      "source_location": "L603",
      "_origin": "ast",
      "community": 16,
      "norm_label": "._content_type_distribution()",
      "community_name": "SERP Feature Analyzer",
      "id": "scripts_serp_analyzer_serpanalyzer_content_type_distribution"
    },
    {
      "label": "._assess_volatility()",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/serp_analyzer.py",
      "source_location": "L614",
      "_origin": "ast",
      "community": 16,
      "norm_label": "._assess_volatility()",
      "community_name": "SERP Feature Analyzer",
      "id": "scripts_serp_analyzer_serpanalyzer_assess_volatility"
    },
    {
      "label": ".analyze()",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/serp_analyzer.py",
      "source_location": "L654",
      "_origin": "ast",
      "community": 16,
      "norm_label": ".analyze()",
      "community_name": "SERP Feature Analyzer",
      "id": "scripts_serp_analyzer_serpanalyzer_analyze"
    },
    {
      "label": "result_to_dict()",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/serp_analyzer.py",
      "source_location": "L703",
      "_origin": "ast",
      "community": 16,
      "norm_label": "result_to_dict()",
      "community_name": "SERP Feature Analyzer",
      "id": "scripts_serp_analyzer_result_to_dict"
    },
    {
      "label": "print_rich_report()",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/serp_analyzer.py",
      "source_location": "L709",
      "_origin": "ast",
      "community": 16,
      "norm_label": "print_rich_report()",
      "community_name": "SERP Feature Analyzer",
      "id": "scripts_serp_analyzer_print_rich_report"
    },
    {
      "label": "_bool_icon()",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/serp_analyzer.py",
      "source_location": "L783",
      "_origin": "ast",
      "community": 16,
      "norm_label": "_bool_icon()",
      "community_name": "SERP Feature Analyzer",
      "id": "scripts_serp_analyzer_bool_icon"
    },
    {
      "label": "build_parser()",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/serp_analyzer.py",
      "source_location": "L793",
      "_origin": "ast",
      "community": 16,
      "norm_label": "build_parser()",
      "community_name": "SERP Feature Analyzer",
      "id": "scripts_serp_analyzer_build_parser"
    },
    {
      "label": "ArgumentParser",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/serp_analyzer.py",
      "source_location": "L793",
      "_origin": "ast",
      "community": 16,
      "norm_label": "argumentparser",
      "community_name": "SERP Feature Analyzer",
      "id": "custom_skills_20_seo_serp_analysis_code_scripts_serp_analyzer_py_argumentparser"
    },
    {
      "label": "load_keywords()",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/serp_analyzer.py",
      "source_location": "L834",
      "_origin": "ast",
      "community": 16,
      "norm_label": "load_keywords()",
      "community_name": "SERP Feature Analyzer",
      "id": "scripts_serp_analyzer_load_keywords"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/serp_analyzer.py",
      "source_location": "L850",
      "_origin": "ast",
      "community": 16,
      "norm_label": "main()",
      "community_name": "SERP Feature Analyzer",
      "id": "scripts_serp_analyzer_main"
    },
    {
      "label": "SERP Analyzer - Google SERP feature detection and competitor mapping ===========",
      "file_type": "rationale",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/serp_analyzer.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 16,
      "norm_label": "serp analyzer - google serp feature detection and competitor mapping ===========",
      "community_name": "SERP Feature Analyzer",
      "id": "scripts_serp_analyzer_rationale_1"
    },
    {
      "label": "Tracks presence and count of Google SERP features.",
      "file_type": "rationale",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/serp_analyzer.py",
      "source_location": "L46",
      "_origin": "ast",
      "community": 16,
      "norm_label": "tracks presence and count of google serp features.",
      "community_name": "SERP Feature Analyzer",
      "id": "scripts_serp_analyzer_rationale_46"
    },
    {
      "label": "Count of boolean features that are present.",
      "file_type": "rationale",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/serp_analyzer.py",
      "source_location": "L61",
      "_origin": "ast",
      "community": 16,
      "norm_label": "count of boolean features that are present.",
      "community_name": "SERP Feature Analyzer",
      "id": "scripts_serp_analyzer_rationale_61"
    },
    {
      "label": "A single competitor entry in the SERP.",
      "file_type": "rationale",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/serp_analyzer.py",
      "source_location": "L84",
      "_origin": "ast",
      "community": 16,
      "norm_label": "a single competitor entry in the serp.",
      "community_name": "SERP Feature Analyzer",
      "id": "scripts_serp_analyzer_rationale_84"
    },
    {
      "label": "Complete SERP analysis result for a keyword.",
      "file_type": "rationale",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/serp_analyzer.py",
      "source_location": "L98",
      "_origin": "ast",
      "community": 16,
      "norm_label": "complete serp analysis result for a keyword.",
      "community_name": "SERP Feature Analyzer",
      "id": "scripts_serp_analyzer_rationale_98"
    },
    {
      "label": "Analyzes Google SERP features, competitor positions, and opportunities.",
      "file_type": "rationale",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/serp_analyzer.py",
      "source_location": "L214",
      "_origin": "ast",
      "community": 16,
      "norm_label": "analyzes google serp features, competitor positions, and opportunities.",
      "community_name": "SERP Feature Analyzer",
      "id": "scripts_serp_analyzer_rationale_214"
    },
    {
      "label": "Fetch SERP data via Ahrefs serp-overview MCP tool.          Uses subprocess to i",
      "file_type": "rationale",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/serp_analyzer.py",
      "source_location": "L222",
      "_origin": "ast",
      "community": 16,
      "norm_label": "fetch serp data via ahrefs serp-overview mcp tool.          uses subprocess to i",
      "community_name": "SERP Feature Analyzer",
      "id": "scripts_serp_analyzer_rationale_222"
    },
    {
      "label": "Identify SERP features from Ahrefs response data.          Handles both the stru",
      "file_type": "rationale",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/serp_analyzer.py",
      "source_location": "L293",
      "_origin": "ast",
      "community": 16,
      "norm_label": "identify serp features from ahrefs response data.          handles both the stru",
      "community_name": "SERP Feature Analyzer",
      "id": "scripts_serp_analyzer_rationale_293"
    },
    {
      "label": "Extract competitor positions and domains from SERP data.",
      "file_type": "rationale",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/serp_analyzer.py",
      "source_location": "L359",
      "_origin": "ast",
      "community": 16,
      "norm_label": "extract competitor positions and domains from serp data.",
      "community_name": "SERP Feature Analyzer",
      "id": "scripts_serp_analyzer_rationale_359"
    },
    {
      "label": "Classify a SERP result as blog/product/service/news/video/forum/wiki         bas",
      "file_type": "rationale",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/serp_analyzer.py",
      "source_location": "L403",
      "_origin": "ast",
      "community": 16,
      "norm_label": "classify a serp result as blog/product/service/news/video/forum/wiki         bas",
      "community_name": "SERP Feature Analyzer",
      "id": "scripts_serp_analyzer_rationale_403"
    },
    {
      "label": "Score SERP opportunity from 0-100.          Higher scores indicate better opport",
      "file_type": "rationale",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/serp_analyzer.py",
      "source_location": "L447",
      "_origin": "ast",
      "community": 16,
      "norm_label": "score serp opportunity from 0-100.          higher scores indicate better opport",
      "community_name": "SERP Feature Analyzer",
      "id": "scripts_serp_analyzer_rationale_447"
    },
    {
      "label": "Infer search intent from SERP composition.          Returns one of: informationa",
      "file_type": "rationale",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/serp_analyzer.py",
      "source_location": "L537",
      "_origin": "ast",
      "community": 16,
      "norm_label": "infer search intent from serp composition.          returns one of: informationa",
      "community_name": "SERP Feature Analyzer",
      "id": "scripts_serp_analyzer_rationale_537"
    },
    {
      "label": "Count content types across top organic results.",
      "file_type": "rationale",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/serp_analyzer.py",
      "source_location": "L606",
      "_origin": "ast",
      "community": 16,
      "norm_label": "count content types across top organic results.",
      "community_name": "SERP Feature Analyzer",
      "id": "scripts_serp_analyzer_rationale_606"
    },
    {
      "label": "Assess SERP volatility based on available signals.          Returns: stable, mod",
      "file_type": "rationale",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/serp_analyzer.py",
      "source_location": "L615",
      "_origin": "ast",
      "community": 16,
      "norm_label": "assess serp volatility based on available signals.          returns: stable, mod",
      "community_name": "SERP Feature Analyzer",
      "id": "scripts_serp_analyzer_rationale_615"
    },
    {
      "label": "Orchestrate full SERP analysis for a single keyword.          Steps:         1.",
      "file_type": "rationale",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/serp_analyzer.py",
      "source_location": "L655",
      "_origin": "ast",
      "community": 16,
      "norm_label": "orchestrate full serp analysis for a single keyword.          steps:         1.",
      "community_name": "SERP Feature Analyzer",
      "id": "scripts_serp_analyzer_rationale_655"
    },
    {
      "label": "Convert SerpResult to a JSON-serializable dictionary.",
      "file_type": "rationale",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/serp_analyzer.py",
      "source_location": "L704",
      "_origin": "ast",
      "community": 16,
      "norm_label": "convert serpresult to a json-serializable dictionary.",
      "community_name": "SERP Feature Analyzer",
      "id": "scripts_serp_analyzer_rationale_704"
    },
    {
      "label": "Print a human-readable report using rich.",
      "file_type": "rationale",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/serp_analyzer.py",
      "source_location": "L710",
      "_origin": "ast",
      "community": 16,
      "norm_label": "print a human-readable report using rich.",
      "community_name": "SERP Feature Analyzer",
      "id": "scripts_serp_analyzer_rationale_710"
    },
    {
      "label": "Return Yes/No string for boolean values.",
      "file_type": "rationale",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/serp_analyzer.py",
      "source_location": "L784",
      "_origin": "ast",
      "community": 16,
      "norm_label": "return yes/no string for boolean values.",
      "community_name": "SERP Feature Analyzer",
      "id": "scripts_serp_analyzer_rationale_784"
    },
    {
      "label": "Load keywords from a text file, one per line.",
      "file_type": "rationale",
      "source_file": "custom-skills/20-seo-serp-analysis/code/scripts/serp_analyzer.py",
      "source_location": "L835",
      "_origin": "ast",
      "community": 16,
      "norm_label": "load keywords from a text file, one per line.",
      "community_name": "SERP Feature Analyzer",
      "id": "scripts_serp_analyzer_rationale_835"
    },
    {
      "label": "base_client.py",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/base_client.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 35,
      "norm_label": "base_client.py",
      "community_name": "Async API Client",
      "id": "custom_skills_21_seo_position_tracking_code_scripts_base_client_py_scripts_base_client"
    },
    {
      "label": "RateLimiter",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/base_client.py",
      "source_location": "L35",
      "_origin": "ast",
      "community": 35,
      "norm_label": "ratelimiter",
      "community_name": "Async API Client",
      "id": "custom_skills_21_seo_position_tracking_code_scripts_base_client_py_scripts_base_client_ratelimiter"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/base_client.py",
      "source_location": "L38",
      "_origin": "ast",
      "community": 35,
      "norm_label": ".__init__()",
      "community_name": "Async API Client",
      "id": "custom_skills_21_seo_position_tracking_code_scripts_base_client_py_scripts_base_client_ratelimiter_init"
    },
    {
      "label": ".acquire()",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/base_client.py",
      "source_location": "L52",
      "_origin": "ast",
      "community": 35,
      "norm_label": ".acquire()",
      "community_name": "Async API Client",
      "id": "custom_skills_21_seo_position_tracking_code_scripts_base_client_py_scripts_base_client_ratelimiter_acquire"
    },
    {
      "label": "BaseAsyncClient",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/base_client.py",
      "source_location": "L68",
      "_origin": "ast",
      "community": 35,
      "norm_label": "baseasyncclient",
      "community_name": "Async API Client",
      "id": "custom_skills_21_seo_position_tracking_code_scripts_base_client_py_scripts_base_client_baseasyncclient"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/base_client.py",
      "source_location": "L71",
      "_origin": "ast",
      "community": 35,
      "norm_label": ".__init__()",
      "community_name": "Async API Client",
      "id": "custom_skills_21_seo_position_tracking_code_scripts_base_client_py_scripts_base_client_baseasyncclient_init"
    },
    {
      "label": "Logger",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/base_client.py",
      "source_location": "L71",
      "_origin": "ast",
      "community": 35,
      "norm_label": "logger",
      "community_name": "Async API Client",
      "id": "custom_skills_21_seo_position_tracking_code_scripts_base_client_py_logger"
    },
    {
      "label": "._rate_limited_request()",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/base_client.py",
      "source_location": "L100",
      "_origin": "ast",
      "community": 35,
      "norm_label": "._rate_limited_request()",
      "community_name": "Async API Client",
      "id": "custom_skills_21_seo_position_tracking_code_scripts_base_client_py_scripts_base_client_baseasyncclient_rate_limited_request"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/base_client.py",
      "source_location": "L100",
      "_origin": "ast",
      "community": 35,
      "norm_label": "any",
      "community_name": "Async API Client",
      "id": "custom_skills_21_seo_position_tracking_code_scripts_base_client_py_any"
    },
    {
      "label": ".batch_requests()",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/base_client.py",
      "source_location": "L117",
      "_origin": "ast",
      "community": 35,
      "norm_label": ".batch_requests()",
      "community_name": "Async API Client",
      "id": "custom_skills_21_seo_position_tracking_code_scripts_base_client_py_scripts_base_client_baseasyncclient_batch_requests"
    },
    {
      "label": ".print_stats()",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/base_client.py",
      "source_location": "L146",
      "_origin": "ast",
      "community": 35,
      "norm_label": ".print_stats()",
      "community_name": "Async API Client",
      "id": "custom_skills_21_seo_position_tracking_code_scripts_base_client_py_scripts_base_client_baseasyncclient_print_stats"
    },
    {
      "label": "ConfigManager",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/base_client.py",
      "source_location": "L156",
      "_origin": "ast",
      "community": 35,
      "norm_label": "configmanager",
      "community_name": "Async API Client",
      "id": "custom_skills_21_seo_position_tracking_code_scripts_base_client_py_scripts_base_client_configmanager"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/base_client.py",
      "source_location": "L159",
      "_origin": "ast",
      "community": 35,
      "norm_label": ".__init__()",
      "community_name": "Async API Client",
      "id": "custom_skills_21_seo_position_tracking_code_scripts_base_client_py_scripts_base_client_configmanager_init"
    },
    {
      "label": ".google_credentials_path()",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/base_client.py",
      "source_location": "L163",
      "_origin": "ast",
      "community": 35,
      "norm_label": ".google_credentials_path()",
      "community_name": "Async API Client",
      "id": "custom_skills_21_seo_position_tracking_code_scripts_base_client_py_scripts_base_client_configmanager_google_credentials_path"
    },
    {
      "label": ".pagespeed_api_key()",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/base_client.py",
      "source_location": "L172",
      "_origin": "ast",
      "community": 35,
      "norm_label": ".pagespeed_api_key()",
      "community_name": "Async API Client",
      "id": "custom_skills_21_seo_position_tracking_code_scripts_base_client_py_scripts_base_client_configmanager_pagespeed_api_key"
    },
    {
      "label": ".custom_search_api_key()",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/base_client.py",
      "source_location": "L177",
      "_origin": "ast",
      "community": 35,
      "norm_label": ".custom_search_api_key()",
      "community_name": "Async API Client",
      "id": "custom_skills_21_seo_position_tracking_code_scripts_base_client_py_scripts_base_client_configmanager_custom_search_api_key"
    },
    {
      "label": ".custom_search_engine_id()",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/base_client.py",
      "source_location": "L182",
      "_origin": "ast",
      "community": 35,
      "norm_label": ".custom_search_engine_id()",
      "community_name": "Async API Client",
      "id": "custom_skills_21_seo_position_tracking_code_scripts_base_client_py_scripts_base_client_configmanager_custom_search_engine_id"
    },
    {
      "label": ".notion_token()",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/base_client.py",
      "source_location": "L187",
      "_origin": "ast",
      "community": 35,
      "norm_label": ".notion_token()",
      "community_name": "Async API Client",
      "id": "custom_skills_21_seo_position_tracking_code_scripts_base_client_py_scripts_base_client_configmanager_notion_token"
    },
    {
      "label": ".validate_google_credentials()",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/base_client.py",
      "source_location": "L191",
      "_origin": "ast",
      "community": 35,
      "norm_label": ".validate_google_credentials()",
      "community_name": "Async API Client",
      "id": "custom_skills_21_seo_position_tracking_code_scripts_base_client_py_scripts_base_client_configmanager_validate_google_credentials"
    },
    {
      "label": ".get_required()",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/base_client.py",
      "source_location": "L198",
      "_origin": "ast",
      "community": 35,
      "norm_label": ".get_required()",
      "community_name": "Async API Client",
      "id": "custom_skills_21_seo_position_tracking_code_scripts_base_client_py_scripts_base_client_configmanager_get_required"
    },
    {
      "label": "Base Client - Shared async client utilities ====================================",
      "file_type": "rationale",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/base_client.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 35,
      "norm_label": "base client - shared async client utilities ====================================",
      "community_name": "Async API Client",
      "id": "custom_skills_21_seo_position_tracking_code_scripts_base_client_py_scripts_base_client_rationale_1"
    },
    {
      "label": "Rate limiter using token bucket algorithm.",
      "file_type": "rationale",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/base_client.py",
      "source_location": "L36",
      "_origin": "ast",
      "community": 35,
      "norm_label": "rate limiter using token bucket algorithm.",
      "community_name": "Async API Client",
      "id": "custom_skills_21_seo_position_tracking_code_scripts_base_client_py_scripts_base_client_rationale_36"
    },
    {
      "label": "Initialize rate limiter.          Args:             rate: Number of requests all",
      "file_type": "rationale",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/base_client.py",
      "source_location": "L39",
      "_origin": "ast",
      "community": 35,
      "norm_label": "initialize rate limiter.          args:             rate: number of requests all",
      "community_name": "Async API Client",
      "id": "custom_skills_21_seo_position_tracking_code_scripts_base_client_py_scripts_base_client_rationale_39"
    },
    {
      "label": "Acquire a token, waiting if necessary.",
      "file_type": "rationale",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/base_client.py",
      "source_location": "L53",
      "_origin": "ast",
      "community": 35,
      "norm_label": "acquire a token, waiting if necessary.",
      "community_name": "Async API Client",
      "id": "custom_skills_21_seo_position_tracking_code_scripts_base_client_py_scripts_base_client_rationale_53"
    },
    {
      "label": "Base class for async API clients with rate limiting.",
      "file_type": "rationale",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/base_client.py",
      "source_location": "L69",
      "_origin": "ast",
      "community": 35,
      "norm_label": "base class for async api clients with rate limiting.",
      "community_name": "Async API Client",
      "id": "custom_skills_21_seo_position_tracking_code_scripts_base_client_py_scripts_base_client_rationale_69"
    },
    {
      "label": "Initialize base client.          Args:             max_concurrent: Maximum concu",
      "file_type": "rationale",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/base_client.py",
      "source_location": "L77",
      "_origin": "ast",
      "community": 35,
      "norm_label": "initialize base client.          args:             max_concurrent: maximum concu",
      "community_name": "Async API Client",
      "id": "custom_skills_21_seo_position_tracking_code_scripts_base_client_py_scripts_base_client_rationale_77"
    },
    {
      "label": "Execute a request with rate limiting and retry.",
      "file_type": "rationale",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/base_client.py",
      "source_location": "L104",
      "_origin": "ast",
      "community": 35,
      "norm_label": "execute a request with rate limiting and retry.",
      "community_name": "Async API Client",
      "id": "custom_skills_21_seo_position_tracking_code_scripts_base_client_py_scripts_base_client_rationale_104"
    },
    {
      "label": "Execute multiple requests concurrently.",
      "file_type": "rationale",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/base_client.py",
      "source_location": "L122",
      "_origin": "ast",
      "community": 35,
      "norm_label": "execute multiple requests concurrently.",
      "community_name": "Async API Client",
      "id": "custom_skills_21_seo_position_tracking_code_scripts_base_client_py_scripts_base_client_rationale_122"
    },
    {
      "label": "Print request statistics.",
      "file_type": "rationale",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/base_client.py",
      "source_location": "L147",
      "_origin": "ast",
      "community": 35,
      "norm_label": "print request statistics.",
      "community_name": "Async API Client",
      "id": "custom_skills_21_seo_position_tracking_code_scripts_base_client_py_scripts_base_client_rationale_147"
    },
    {
      "label": "Manage API configuration and credentials.",
      "file_type": "rationale",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/base_client.py",
      "source_location": "L157",
      "_origin": "ast",
      "community": 35,
      "norm_label": "manage api configuration and credentials.",
      "community_name": "Async API Client",
      "id": "custom_skills_21_seo_position_tracking_code_scripts_base_client_py_scripts_base_client_rationale_157"
    },
    {
      "label": "Get Google service account credentials path.",
      "file_type": "rationale",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/base_client.py",
      "source_location": "L164",
      "_origin": "ast",
      "community": 35,
      "norm_label": "get google service account credentials path.",
      "community_name": "Async API Client",
      "id": "custom_skills_21_seo_position_tracking_code_scripts_base_client_py_scripts_base_client_rationale_164"
    },
    {
      "label": "Get PageSpeed Insights API key.",
      "file_type": "rationale",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/base_client.py",
      "source_location": "L173",
      "_origin": "ast",
      "community": 35,
      "norm_label": "get pagespeed insights api key.",
      "community_name": "Async API Client",
      "id": "custom_skills_21_seo_position_tracking_code_scripts_base_client_py_scripts_base_client_rationale_173"
    },
    {
      "label": "Get Custom Search API key.",
      "file_type": "rationale",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/base_client.py",
      "source_location": "L178",
      "_origin": "ast",
      "community": 35,
      "norm_label": "get custom search api key.",
      "community_name": "Async API Client",
      "id": "custom_skills_21_seo_position_tracking_code_scripts_base_client_py_scripts_base_client_rationale_178"
    },
    {
      "label": "Get Custom Search Engine ID.",
      "file_type": "rationale",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/base_client.py",
      "source_location": "L183",
      "_origin": "ast",
      "community": 35,
      "norm_label": "get custom search engine id.",
      "community_name": "Async API Client",
      "id": "custom_skills_21_seo_position_tracking_code_scripts_base_client_py_scripts_base_client_rationale_183"
    },
    {
      "label": "Get Notion API token.",
      "file_type": "rationale",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/base_client.py",
      "source_location": "L188",
      "_origin": "ast",
      "community": 35,
      "norm_label": "get notion api token.",
      "community_name": "Async API Client",
      "id": "custom_skills_21_seo_position_tracking_code_scripts_base_client_py_scripts_base_client_rationale_188"
    },
    {
      "label": "Validate Google credentials are configured.",
      "file_type": "rationale",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/base_client.py",
      "source_location": "L192",
      "_origin": "ast",
      "community": 35,
      "norm_label": "validate google credentials are configured.",
      "community_name": "Async API Client",
      "id": "custom_skills_21_seo_position_tracking_code_scripts_base_client_py_scripts_base_client_rationale_192"
    },
    {
      "label": "Get required environment variable or raise error.",
      "file_type": "rationale",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/base_client.py",
      "source_location": "L199",
      "_origin": "ast",
      "community": 35,
      "norm_label": "get required environment variable or raise error.",
      "community_name": "Async API Client",
      "id": "custom_skills_21_seo_position_tracking_code_scripts_base_client_py_scripts_base_client_rationale_199"
    },
    {
      "label": "position_tracker.py",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/position_tracker.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 112,
      "norm_label": "position_tracker.py",
      "community_name": "Keyword Position Tracker",
      "id": "scripts_position_tracker"
    },
    {
      "label": "KeywordPosition",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/position_tracker.py",
      "source_location": "L63",
      "_origin": "ast",
      "community": 147,
      "norm_label": "keywordposition",
      "community_name": "Keyword Visibility Analysis",
      "id": "scripts_position_tracker_keywordposition"
    },
    {
      "label": ".__post_init__()",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/position_tracker.py",
      "source_location": "L74",
      "_origin": "ast",
      "community": 147,
      "norm_label": ".__post_init__()",
      "community_name": "Keyword Visibility Analysis",
      "id": "scripts_position_tracker_keywordposition_post_init"
    },
    {
      "label": "VisibilityScore",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/position_tracker.py",
      "source_location": "L80",
      "_origin": "ast",
      "community": 147,
      "norm_label": "visibilityscore",
      "community_name": "Keyword Visibility Analysis",
      "id": "scripts_position_tracker_visibilityscore"
    },
    {
      "label": ".distribution()",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/position_tracker.py",
      "source_location": "L91",
      "_origin": "ast",
      "community": 147,
      "norm_label": ".distribution()",
      "community_name": "Keyword Visibility Analysis",
      "id": "scripts_position_tracker_visibilityscore_distribution"
    },
    {
      "label": "PositionAlert",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/position_tracker.py",
      "source_location": "L102",
      "_origin": "ast",
      "community": 112,
      "norm_label": "positionalert",
      "community_name": "Keyword Position Tracker",
      "id": "scripts_position_tracker_positionalert"
    },
    {
      "label": ".__post_init__()",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/position_tracker.py",
      "source_location": "L111",
      "_origin": "ast",
      "community": 112,
      "norm_label": ".__post_init__()",
      "community_name": "Keyword Position Tracker",
      "id": "scripts_position_tracker_positionalert_post_init"
    },
    {
      "label": "CompetitorComparison",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/position_tracker.py",
      "source_location": "L124",
      "_origin": "ast",
      "community": 178,
      "norm_label": "competitorcomparison",
      "community_name": "Competitor Ranking Comparison",
      "id": "scripts_position_tracker_competitorcomparison"
    },
    {
      "label": "SegmentData",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/position_tracker.py",
      "source_location": "L135",
      "_origin": "ast",
      "community": 112,
      "norm_label": "segmentdata",
      "community_name": "Keyword Position Tracker",
      "id": "scripts_position_tracker_segmentdata"
    },
    {
      "label": "TrackingResult",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/position_tracker.py",
      "source_location": "L147",
      "_origin": "ast",
      "community": 112,
      "norm_label": "trackingresult",
      "community_name": "Keyword Position Tracker",
      "id": "scripts_position_tracker_trackingresult"
    },
    {
      "label": ".__post_init__()",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/position_tracker.py",
      "source_location": "L162",
      "_origin": "ast",
      "community": 112,
      "norm_label": ".__post_init__()",
      "community_name": "Keyword Position Tracker",
      "id": "scripts_position_tracker_trackingresult_post_init"
    },
    {
      "label": ".to_dict()",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/position_tracker.py",
      "source_location": "L166",
      "_origin": "ast",
      "community": 112,
      "norm_label": ".to_dict()",
      "community_name": "Keyword Position Tracker",
      "id": "scripts_position_tracker_trackingresult_to_dict"
    },
    {
      "label": "PositionTracker",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/position_tracker.py",
      "source_location": "L188",
      "_origin": "ast",
      "community": 118,
      "norm_label": "positiontracker",
      "community_name": "Ahrefs Rank Tracking",
      "id": "scripts_position_tracker_positiontracker"
    },
    {
      "label": "BaseAsyncClient",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "community": 73,
      "norm_label": "baseasyncclient",
      "community_name": "AI Citation Analyzer",
      "id": "baseasyncclient"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/position_tracker.py",
      "source_location": "L191",
      "_origin": "ast",
      "community": 118,
      "norm_label": ".__init__()",
      "community_name": "Ahrefs Rank Tracking",
      "id": "scripts_position_tracker_positiontracker_init"
    },
    {
      "label": "._extract_domain_brand()",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/position_tracker.py",
      "source_location": "L199",
      "_origin": "ast",
      "community": 118,
      "norm_label": "._extract_domain_brand()",
      "community_name": "Ahrefs Rank Tracking",
      "id": "scripts_position_tracker_positiontracker_extract_domain_brand"
    },
    {
      "label": ".get_project_keywords()",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/position_tracker.py",
      "source_location": "L214",
      "_origin": "ast",
      "community": 118,
      "norm_label": ".get_project_keywords()",
      "community_name": "Ahrefs Rank Tracking",
      "id": "scripts_position_tracker_positiontracker_get_project_keywords"
    },
    {
      "label": "._call_ahrefs_projects()",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/position_tracker.py",
      "source_location": "L235",
      "_origin": "ast",
      "community": 118,
      "norm_label": "._call_ahrefs_projects()",
      "community_name": "Ahrefs Rank Tracking",
      "id": "scripts_position_tracker_positiontracker_call_ahrefs_projects"
    },
    {
      "label": "._call_ahrefs_project_keywords()",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/position_tracker.py",
      "source_location": "L256",
      "_origin": "ast",
      "community": 118,
      "norm_label": "._call_ahrefs_project_keywords()",
      "community_name": "Ahrefs Rank Tracking",
      "id": "scripts_position_tracker_positiontracker_call_ahrefs_project_keywords"
    },
    {
      "label": ".get_current_positions()",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/position_tracker.py",
      "source_location": "L274",
      "_origin": "ast",
      "community": 118,
      "norm_label": ".get_current_positions()",
      "community_name": "Ahrefs Rank Tracking",
      "id": "scripts_position_tracker_positiontracker_get_current_positions"
    },
    {
      "label": "._call_rank_tracker_overview()",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/position_tracker.py",
      "source_location": "L311",
      "_origin": "ast",
      "community": 118,
      "norm_label": "._call_rank_tracker_overview()",
      "community_name": "Ahrefs Rank Tracking",
      "id": "scripts_position_tracker_positiontracker_call_rank_tracker_overview"
    },
    {
      "label": "._is_brand_keyword()",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/position_tracker.py",
      "source_location": "L330",
      "_origin": "ast",
      "community": 118,
      "norm_label": "._is_brand_keyword()",
      "community_name": "Ahrefs Rank Tracking",
      "id": "scripts_position_tracker_positiontracker_is_brand_keyword"
    },
    {
      "label": ".detect_changes()",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/position_tracker.py",
      "source_location": "L338",
      "_origin": "ast",
      "community": 147,
      "norm_label": ".detect_changes()",
      "community_name": "Keyword Visibility Analysis",
      "id": "scripts_position_tracker_positiontracker_detect_changes"
    },
    {
      "label": ".calculate_visibility()",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/position_tracker.py",
      "source_location": "L411",
      "_origin": "ast",
      "community": 147,
      "norm_label": ".calculate_visibility()",
      "community_name": "Keyword Visibility Analysis",
      "id": "scripts_position_tracker_positiontracker_calculate_visibility"
    },
    {
      "label": ".segment_keywords()",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/position_tracker.py",
      "source_location": "L460",
      "_origin": "ast",
      "community": 147,
      "norm_label": ".segment_keywords()",
      "community_name": "Keyword Visibility Analysis",
      "id": "scripts_position_tracker_positiontracker_segment_keywords"
    },
    {
      "label": ".compare_competitors()",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/position_tracker.py",
      "source_location": "L531",
      "_origin": "ast",
      "community": 178,
      "norm_label": ".compare_competitors()",
      "community_name": "Competitor Ranking Comparison",
      "id": "scripts_position_tracker_positiontracker_compare_competitors"
    },
    {
      "label": "._call_competitors_overview()",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/position_tracker.py",
      "source_location": "L563",
      "_origin": "ast",
      "community": 178,
      "norm_label": "._call_competitors_overview()",
      "community_name": "Competitor Ranking Comparison",
      "id": "scripts_position_tracker_positiontracker_call_competitors_overview"
    },
    {
      "label": ".analyze()",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/position_tracker.py",
      "source_location": "L581",
      "_origin": "ast",
      "community": 147,
      "norm_label": ".analyze()",
      "community_name": "Keyword Visibility Analysis",
      "id": "scripts_position_tracker_positiontracker_analyze"
    },
    {
      "label": "format_text_report()",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/position_tracker.py",
      "source_location": "L643",
      "_origin": "ast",
      "community": 112,
      "norm_label": "format_text_report()",
      "community_name": "Keyword Position Tracker",
      "id": "scripts_position_tracker_format_text_report"
    },
    {
      "label": "parse_args()",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/position_tracker.py",
      "source_location": "L714",
      "_origin": "ast",
      "community": 112,
      "norm_label": "parse_args()",
      "community_name": "Keyword Position Tracker",
      "id": "scripts_position_tracker_parse_args"
    },
    {
      "label": "Namespace",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/position_tracker.py",
      "source_location": "L714",
      "_origin": "ast",
      "community": 112,
      "norm_label": "namespace",
      "community_name": "Keyword Position Tracker",
      "id": "custom_skills_21_seo_position_tracking_code_scripts_position_tracker_py_namespace"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/position_tracker.py",
      "source_location": "L758",
      "_origin": "ast",
      "community": 112,
      "norm_label": "main()",
      "community_name": "Keyword Position Tracker",
      "id": "scripts_position_tracker_main"
    },
    {
      "label": "Position Tracker - Keyword Ranking Monitor via Ahrefs Rank Tracker =============",
      "file_type": "rationale",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/position_tracker.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 112,
      "norm_label": "position tracker - keyword ranking monitor via ahrefs rank tracker =============",
      "community_name": "Keyword Position Tracker",
      "id": "scripts_position_tracker_rationale_1"
    },
    {
      "label": "Single keyword ranking position.",
      "file_type": "rationale",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/position_tracker.py",
      "source_location": "L64",
      "_origin": "ast",
      "community": 147,
      "norm_label": "single keyword ranking position.",
      "community_name": "Keyword Visibility Analysis",
      "id": "scripts_position_tracker_rationale_64"
    },
    {
      "label": "Weighted visibility score based on CTR curve.",
      "file_type": "rationale",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/position_tracker.py",
      "source_location": "L81",
      "_origin": "ast",
      "community": 147,
      "norm_label": "weighted visibility score based on ctr curve.",
      "community_name": "Keyword Visibility Analysis",
      "id": "scripts_position_tracker_rationale_81"
    },
    {
      "label": "Alert for significant position change.",
      "file_type": "rationale",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/position_tracker.py",
      "source_location": "L103",
      "_origin": "ast",
      "community": 112,
      "norm_label": "alert for significant position change.",
      "community_name": "Keyword Position Tracker",
      "id": "scripts_position_tracker_rationale_103"
    },
    {
      "label": "Competitor ranking comparison result.",
      "file_type": "rationale",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/position_tracker.py",
      "source_location": "L125",
      "_origin": "ast",
      "community": 178,
      "norm_label": "competitor ranking comparison result.",
      "community_name": "Competitor Ranking Comparison",
      "id": "scripts_position_tracker_rationale_125"
    },
    {
      "label": "Keyword segment aggregation.",
      "file_type": "rationale",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/position_tracker.py",
      "source_location": "L136",
      "_origin": "ast",
      "community": 112,
      "norm_label": "keyword segment aggregation.",
      "community_name": "Keyword Position Tracker",
      "id": "scripts_position_tracker_rationale_136"
    },
    {
      "label": "Complete position tracking result.",
      "file_type": "rationale",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/position_tracker.py",
      "source_location": "L148",
      "_origin": "ast",
      "community": 112,
      "norm_label": "complete position tracking result.",
      "community_name": "Keyword Position Tracker",
      "id": "scripts_position_tracker_rationale_148"
    },
    {
      "label": "Convert to JSON-serializable dictionary.",
      "file_type": "rationale",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/position_tracker.py",
      "source_location": "L167",
      "_origin": "ast",
      "community": 112,
      "norm_label": "convert to json-serializable dictionary.",
      "community_name": "Keyword Position Tracker",
      "id": "scripts_position_tracker_rationale_167"
    },
    {
      "label": "Track keyword ranking positions via Ahrefs Rank Tracker.",
      "file_type": "rationale",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/position_tracker.py",
      "source_location": "L189",
      "_origin": "ast",
      "community": 118,
      "norm_label": "track keyword ranking positions via ahrefs rank tracker.",
      "community_name": "Ahrefs Rank Tracking",
      "id": "scripts_position_tracker_rationale_189"
    },
    {
      "label": "Extract brand terms from the target domain name.",
      "file_type": "rationale",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/position_tracker.py",
      "source_location": "L200",
      "_origin": "ast",
      "community": 118,
      "norm_label": "extract brand terms from the target domain name.",
      "community_name": "Ahrefs Rank Tracking",
      "id": "scripts_position_tracker_rationale_200"
    },
    {
      "label": "Fetch tracked keywords from Ahrefs management-project-keywords.          Uses Ah",
      "file_type": "rationale",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/position_tracker.py",
      "source_location": "L215",
      "_origin": "ast",
      "community": 118,
      "norm_label": "fetch tracked keywords from ahrefs management-project-keywords.          uses ah",
      "community_name": "Ahrefs Rank Tracking",
      "id": "scripts_position_tracker_rationale_215"
    },
    {
      "label": "Call Ahrefs management-projects MCP tool.         In production, this calls the",
      "file_type": "rationale",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/position_tracker.py",
      "source_location": "L236",
      "_origin": "ast",
      "community": 118,
      "norm_label": "call ahrefs management-projects mcp tool.         in production, this calls the",
      "community_name": "Ahrefs Rank Tracking",
      "id": "scripts_position_tracker_rationale_236"
    },
    {
      "label": "Call Ahrefs management-project-keywords MCP tool.",
      "file_type": "rationale",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/position_tracker.py",
      "source_location": "L257",
      "_origin": "ast",
      "community": 118,
      "norm_label": "call ahrefs management-project-keywords mcp tool.",
      "community_name": "Ahrefs Rank Tracking",
      "id": "scripts_position_tracker_rationale_257"
    },
    {
      "label": "Fetch current keyword positions via Ahrefs rank-tracker-overview.          Retur",
      "file_type": "rationale",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/position_tracker.py",
      "source_location": "L275",
      "_origin": "ast",
      "community": 118,
      "norm_label": "fetch current keyword positions via ahrefs rank-tracker-overview.          retur",
      "community_name": "Ahrefs Rank Tracking",
      "id": "scripts_position_tracker_rationale_275"
    },
    {
      "label": "Call Ahrefs rank-tracker-overview MCP tool.",
      "file_type": "rationale",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/position_tracker.py",
      "source_location": "L312",
      "_origin": "ast",
      "community": 118,
      "norm_label": "call ahrefs rank-tracker-overview mcp tool.",
      "community_name": "Ahrefs Rank Tracking",
      "id": "scripts_position_tracker_rationale_312"
    },
    {
      "label": "Check if a keyword is brand-related based on domain name.",
      "file_type": "rationale",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/position_tracker.py",
      "source_location": "L331",
      "_origin": "ast",
      "community": 118,
      "norm_label": "check if a keyword is brand-related based on domain name.",
      "community_name": "Ahrefs Rank Tracking",
      "id": "scripts_position_tracker_rationale_331"
    },
    {
      "label": "Detect significant position changes and generate alerts.          Args:",
      "file_type": "rationale",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/position_tracker.py",
      "source_location": "L343",
      "_origin": "ast",
      "community": 147,
      "norm_label": "detect significant position changes and generate alerts.          args:",
      "community_name": "Keyword Visibility Analysis",
      "id": "scripts_position_tracker_rationale_343"
    },
    {
      "label": "Calculate weighted visibility score based on CTR curve.          Visibility = su",
      "file_type": "rationale",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/position_tracker.py",
      "source_location": "L412",
      "_origin": "ast",
      "community": 147,
      "norm_label": "calculate weighted visibility score based on ctr curve.          visibility = su",
      "community_name": "Keyword Visibility Analysis",
      "id": "scripts_position_tracker_rationale_412"
    },
    {
      "label": "Segment keywords into brand/non-brand and by intent type.          Args:",
      "file_type": "rationale",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/position_tracker.py",
      "source_location": "L465",
      "_origin": "ast",
      "community": 147,
      "norm_label": "segment keywords into brand/non-brand and by intent type.          args:",
      "community_name": "Keyword Visibility Analysis",
      "id": "scripts_position_tracker_rationale_465"
    },
    {
      "label": "Compare ranking positions against competitors.          Uses Ahrefs rank-tracker",
      "file_type": "rationale",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/position_tracker.py",
      "source_location": "L536",
      "_origin": "ast",
      "community": 178,
      "norm_label": "compare ranking positions against competitors.          uses ahrefs rank-tracker",
      "community_name": "Competitor Ranking Comparison",
      "id": "scripts_position_tracker_rationale_536"
    },
    {
      "label": "Call Ahrefs rank-tracker-competitors-overview MCP tool.",
      "file_type": "rationale",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/position_tracker.py",
      "source_location": "L564",
      "_origin": "ast",
      "community": 178,
      "norm_label": "call ahrefs rank-tracker-competitors-overview mcp tool.",
      "community_name": "Competitor Ranking Comparison",
      "id": "scripts_position_tracker_rationale_564"
    },
    {
      "label": "Orchestrate full position tracking analysis.          Args:             target:",
      "file_type": "rationale",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/position_tracker.py",
      "source_location": "L588",
      "_origin": "ast",
      "community": 147,
      "norm_label": "orchestrate full position tracking analysis.          args:             target:",
      "community_name": "Keyword Visibility Analysis",
      "id": "scripts_position_tracker_rationale_588"
    },
    {
      "label": "Format tracking result as human-readable text report.",
      "file_type": "rationale",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/position_tracker.py",
      "source_location": "L644",
      "_origin": "ast",
      "community": 112,
      "norm_label": "format tracking result as human-readable text report.",
      "community_name": "Keyword Position Tracker",
      "id": "scripts_position_tracker_rationale_644"
    },
    {
      "label": "ranking_reporter.py",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/ranking_reporter.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 163,
      "norm_label": "ranking_reporter.py",
      "community_name": "Ranking Performance Reporter",
      "id": "scripts_ranking_reporter"
    },
    {
      "label": "PositionSnapshot",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/ranking_reporter.py",
      "source_location": "L44",
      "_origin": "ast",
      "community": 77,
      "norm_label": "positionsnapshot",
      "community_name": "Keyword Ranking Reporter",
      "id": "scripts_ranking_reporter_positionsnapshot"
    },
    {
      "label": "RankingTrend",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/ranking_reporter.py",
      "source_location": "L53",
      "_origin": "ast",
      "community": 77,
      "norm_label": "rankingtrend",
      "community_name": "Keyword Ranking Reporter",
      "id": "scripts_ranking_reporter_rankingtrend"
    },
    {
      "label": ".compute_trend()",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/ranking_reporter.py",
      "source_location": "L66",
      "_origin": "ast",
      "community": 77,
      "norm_label": ".compute_trend()",
      "community_name": "Keyword Ranking Reporter",
      "id": "scripts_ranking_reporter_rankingtrend_compute_trend"
    },
    {
      "label": "TopMover",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/ranking_reporter.py",
      "source_location": "L107",
      "_origin": "ast",
      "community": 225,
      "norm_label": "topmover",
      "community_name": "Keyword Impact Analysis",
      "id": "scripts_ranking_reporter_topmover"
    },
    {
      "label": ".calculate_impact()",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/ranking_reporter.py",
      "source_location": "L117",
      "_origin": "ast",
      "community": 225,
      "norm_label": ".calculate_impact()",
      "community_name": "Keyword Impact Analysis",
      "id": "scripts_ranking_reporter_topmover_calculate_impact"
    },
    {
      "label": "SegmentReport",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/ranking_reporter.py",
      "source_location": "L127",
      "_origin": "ast",
      "community": 77,
      "norm_label": "segmentreport",
      "community_name": "Ranking Performance Reporter",
      "id": "scripts_ranking_reporter_segmentreport"
    },
    {
      "label": "CompetitorReport",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/ranking_reporter.py",
      "source_location": "L142",
      "_origin": "ast",
      "community": 178,
      "norm_label": "competitorreport",
      "community_name": "Competitor Ranking Comparison",
      "id": "scripts_ranking_reporter_competitorreport"
    },
    {
      "label": "RankingReport",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/ranking_reporter.py",
      "source_location": "L154",
      "_origin": "ast",
      "community": 163,
      "norm_label": "rankingreport",
      "community_name": "Ranking Performance Reporter",
      "id": "scripts_ranking_reporter_rankingreport"
    },
    {
      "label": ".__post_init__()",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/ranking_reporter.py",
      "source_location": "L174",
      "_origin": "ast",
      "community": 163,
      "norm_label": ".__post_init__()",
      "community_name": "Ranking Performance Reporter",
      "id": "scripts_ranking_reporter_rankingreport_post_init"
    },
    {
      "label": ".to_dict()",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/ranking_reporter.py",
      "source_location": "L183",
      "_origin": "ast",
      "community": 163,
      "norm_label": ".to_dict()",
      "community_name": "Ranking Performance Reporter",
      "id": "scripts_ranking_reporter_rankingreport_to_dict"
    },
    {
      "label": "RankingReporter",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/ranking_reporter.py",
      "source_location": "L222",
      "_origin": "ast",
      "community": 77,
      "norm_label": "rankingreporter",
      "community_name": "Keyword Ranking Reporter",
      "id": "scripts_ranking_reporter_rankingreporter"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/ranking_reporter.py",
      "source_location": "L225",
      "_origin": "ast",
      "community": 77,
      "norm_label": ".__init__()",
      "community_name": "Keyword Ranking Reporter",
      "id": "scripts_ranking_reporter_rankingreporter_init"
    },
    {
      "label": "._extract_domain_brand()",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/ranking_reporter.py",
      "source_location": "L232",
      "_origin": "ast",
      "community": 77,
      "norm_label": "._extract_domain_brand()",
      "community_name": "Keyword Ranking Reporter",
      "id": "scripts_ranking_reporter_rankingreporter_extract_domain_brand"
    },
    {
      "label": ".get_historical_positions()",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/ranking_reporter.py",
      "source_location": "L245",
      "_origin": "ast",
      "community": 77,
      "norm_label": ".get_historical_positions()",
      "community_name": "Keyword Ranking Reporter",
      "id": "scripts_ranking_reporter_rankingreporter_get_historical_positions"
    },
    {
      "label": "._call_rank_tracker_historical()",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/ranking_reporter.py",
      "source_location": "L292",
      "_origin": "ast",
      "community": 77,
      "norm_label": "._call_rank_tracker_historical()",
      "community_name": "Keyword Ranking Reporter",
      "id": "scripts_ranking_reporter_rankingreporter_call_rank_tracker_historical"
    },
    {
      "label": ".calculate_trends()",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/ranking_reporter.py",
      "source_location": "L315",
      "_origin": "ast",
      "community": 77,
      "norm_label": ".calculate_trends()",
      "community_name": "Keyword Ranking Reporter",
      "id": "scripts_ranking_reporter_rankingreporter_calculate_trends"
    },
    {
      "label": ".find_top_movers()",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/ranking_reporter.py",
      "source_location": "L341",
      "_origin": "ast",
      "community": 225,
      "norm_label": ".find_top_movers()",
      "community_name": "Keyword Ranking Reporter",
      "id": "scripts_ranking_reporter_rankingreporter_find_top_movers"
    },
    {
      "label": "._calculate_visibility_score()",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/ranking_reporter.py",
      "source_location": "L387",
      "_origin": "ast",
      "community": 77,
      "norm_label": "._calculate_visibility_score()",
      "community_name": "Keyword Ranking Reporter",
      "id": "scripts_ranking_reporter_rankingreporter_calculate_visibility_score"
    },
    {
      "label": ".generate_segment_report()",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/ranking_reporter.py",
      "source_location": "L406",
      "_origin": "ast",
      "community": 77,
      "norm_label": ".generate_segment_report()",
      "community_name": "Keyword Ranking Reporter",
      "id": "scripts_ranking_reporter_rankingreporter_generate_segment_report"
    },
    {
      "label": ".compare_with_competitor()",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/ranking_reporter.py",
      "source_location": "L461",
      "_origin": "ast",
      "community": 178,
      "norm_label": ".compare_with_competitor()",
      "community_name": "Competitor Ranking Comparison",
      "id": "scripts_ranking_reporter_rankingreporter_compare_with_competitor"
    },
    {
      "label": "._call_competitors_stats()",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/ranking_reporter.py",
      "source_location": "L499",
      "_origin": "ast",
      "community": 178,
      "norm_label": "._call_competitors_stats()",
      "community_name": "Competitor Ranking Comparison",
      "id": "scripts_ranking_reporter_rankingreporter_call_competitors_stats"
    },
    {
      "label": ".generate_report()",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/ranking_reporter.py",
      "source_location": "L515",
      "_origin": "ast",
      "community": 77,
      "norm_label": ".generate_report()",
      "community_name": "Keyword Ranking Reporter",
      "id": "scripts_ranking_reporter_rankingreporter_generate_report"
    },
    {
      "label": "format_text_report()",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/ranking_reporter.py",
      "source_location": "L582",
      "_origin": "ast",
      "community": 163,
      "norm_label": "format_text_report()",
      "community_name": "Ranking Performance Reporter",
      "id": "scripts_ranking_reporter_format_text_report"
    },
    {
      "label": "parse_args()",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/ranking_reporter.py",
      "source_location": "L664",
      "_origin": "ast",
      "community": 163,
      "norm_label": "parse_args()",
      "community_name": "Ranking Performance Reporter",
      "id": "scripts_ranking_reporter_parse_args"
    },
    {
      "label": "Namespace",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/ranking_reporter.py",
      "source_location": "L664",
      "_origin": "ast",
      "community": 163,
      "norm_label": "namespace",
      "community_name": "Ranking Performance Reporter",
      "id": "custom_skills_21_seo_position_tracking_code_scripts_ranking_reporter_py_namespace"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/ranking_reporter.py",
      "source_location": "L701",
      "_origin": "ast",
      "community": 163,
      "norm_label": "main()",
      "community_name": "Ranking Performance Reporter",
      "id": "scripts_ranking_reporter_main"
    },
    {
      "label": "Ranking Reporter - Ranking Performance Reports with Trends =====================",
      "file_type": "rationale",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/ranking_reporter.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 163,
      "norm_label": "ranking reporter - ranking performance reports with trends =====================",
      "community_name": "Ranking Performance Reporter",
      "id": "scripts_ranking_reporter_rationale_1"
    },
    {
      "label": "A single position measurement at a point in time.",
      "file_type": "rationale",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/ranking_reporter.py",
      "source_location": "L45",
      "_origin": "ast",
      "community": 77,
      "norm_label": "a single position measurement at a point in time.",
      "community_name": "Keyword Ranking Reporter",
      "id": "scripts_ranking_reporter_rationale_45"
    },
    {
      "label": "Keyword ranking trend over time.",
      "file_type": "rationale",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/ranking_reporter.py",
      "source_location": "L54",
      "_origin": "ast",
      "community": 77,
      "norm_label": "keyword ranking trend over time.",
      "community_name": "Keyword Ranking Reporter",
      "id": "scripts_ranking_reporter_rationale_54"
    },
    {
      "label": "Compute trend direction and average from position history.",
      "file_type": "rationale",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/ranking_reporter.py",
      "source_location": "L67",
      "_origin": "ast",
      "community": 77,
      "norm_label": "compute trend direction and average from position history.",
      "community_name": "Keyword Ranking Reporter",
      "id": "scripts_ranking_reporter_rationale_67"
    },
    {
      "label": "Keyword with significant position change.",
      "file_type": "rationale",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/ranking_reporter.py",
      "source_location": "L108",
      "_origin": "ast",
      "community": 225,
      "norm_label": "keyword with significant position change.",
      "community_name": "Keyword Impact Analysis",
      "id": "scripts_ranking_reporter_rationale_108"
    },
    {
      "label": "Calculate impact score: volume * CTR delta.",
      "file_type": "rationale",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/ranking_reporter.py",
      "source_location": "L118",
      "_origin": "ast",
      "community": 225,
      "norm_label": "calculate impact score: volume * ctr delta.",
      "community_name": "Keyword Impact Analysis",
      "id": "scripts_ranking_reporter_rationale_118"
    },
    {
      "label": "Performance breakdown for a keyword segment.",
      "file_type": "rationale",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/ranking_reporter.py",
      "source_location": "L128",
      "_origin": "ast",
      "community": 77,
      "norm_label": "performance breakdown for a keyword segment.",
      "community_name": "Ranking Performance Reporter",
      "id": "scripts_ranking_reporter_rationale_128"
    },
    {
      "label": "Competitor comparison for a reporting period.",
      "file_type": "rationale",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/ranking_reporter.py",
      "source_location": "L143",
      "_origin": "ast",
      "community": 178,
      "norm_label": "competitor comparison for a reporting period.",
      "community_name": "Competitor Ranking Comparison",
      "id": "scripts_ranking_reporter_rationale_143"
    },
    {
      "label": "Complete ranking performance report.",
      "file_type": "rationale",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/ranking_reporter.py",
      "source_location": "L155",
      "_origin": "ast",
      "community": 163,
      "norm_label": "complete ranking performance report.",
      "community_name": "Ranking Performance Reporter",
      "id": "scripts_ranking_reporter_rationale_155"
    },
    {
      "label": "Convert to JSON-serializable dictionary.",
      "file_type": "rationale",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/ranking_reporter.py",
      "source_location": "L184",
      "_origin": "ast",
      "community": 163,
      "norm_label": "convert to json-serializable dictionary.",
      "community_name": "Ranking Performance Reporter",
      "id": "scripts_ranking_reporter_rationale_184"
    },
    {
      "label": "Generate ranking performance reports with trend analysis.",
      "file_type": "rationale",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/ranking_reporter.py",
      "source_location": "L223",
      "_origin": "ast",
      "community": 77,
      "norm_label": "generate ranking performance reports with trend analysis.",
      "community_name": "Keyword Ranking Reporter",
      "id": "scripts_ranking_reporter_rationale_223"
    },
    {
      "label": "Extract brand terms from the target domain name.",
      "file_type": "rationale",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/ranking_reporter.py",
      "source_location": "L233",
      "_origin": "ast",
      "community": 77,
      "norm_label": "extract brand terms from the target domain name.",
      "community_name": "Keyword Ranking Reporter",
      "id": "scripts_ranking_reporter_rationale_233"
    },
    {
      "label": "Fetch historical position data from Ahrefs rank-tracker-overview         with da",
      "file_type": "rationale",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/ranking_reporter.py",
      "source_location": "L250",
      "_origin": "ast",
      "community": 77,
      "norm_label": "fetch historical position data from ahrefs rank-tracker-overview         with da",
      "community_name": "Keyword Ranking Reporter",
      "id": "scripts_ranking_reporter_rationale_250"
    },
    {
      "label": "Call Ahrefs rank-tracker-overview with date range.",
      "file_type": "rationale",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/ranking_reporter.py",
      "source_location": "L295",
      "_origin": "ast",
      "community": 77,
      "norm_label": "call ahrefs rank-tracker-overview with date range.",
      "community_name": "Keyword Ranking Reporter",
      "id": "scripts_ranking_reporter_rationale_295"
    },
    {
      "label": "Compute overall trend summary from keyword trends.          Returns dict with im",
      "file_type": "rationale",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/ranking_reporter.py",
      "source_location": "L316",
      "_origin": "ast",
      "community": 77,
      "norm_label": "compute overall trend summary from keyword trends.          returns dict with im",
      "community_name": "Keyword Ranking Reporter",
      "id": "scripts_ranking_reporter_rationale_316"
    },
    {
      "label": "Find keywords with biggest position gains and losses.          Returns tuple of",
      "file_type": "rationale",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/ranking_reporter.py",
      "source_location": "L346",
      "_origin": "ast",
      "community": 225,
      "norm_label": "find keywords with biggest position gains and losses.          returns tuple of",
      "community_name": "Keyword Ranking Reporter",
      "id": "scripts_ranking_reporter_rationale_346"
    },
    {
      "label": "Calculate visibility score from trends (current or start positions).",
      "file_type": "rationale",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/ranking_reporter.py",
      "source_location": "L388",
      "_origin": "ast",
      "community": 77,
      "norm_label": "calculate visibility score from trends (current or start positions).",
      "community_name": "Keyword Ranking Reporter",
      "id": "scripts_ranking_reporter_rationale_388"
    },
    {
      "label": "Generate performance breakdown by keyword segment.          Segments include: br",
      "file_type": "rationale",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/ranking_reporter.py",
      "source_location": "L407",
      "_origin": "ast",
      "community": 77,
      "norm_label": "generate performance breakdown by keyword segment.          segments include: br",
      "community_name": "Keyword Ranking Reporter",
      "id": "scripts_ranking_reporter_rationale_407"
    },
    {
      "label": "Period-over-period comparison with a competitor.          Uses Ahrefs rank-track",
      "file_type": "rationale",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/ranking_reporter.py",
      "source_location": "L467",
      "_origin": "ast",
      "community": 178,
      "norm_label": "period-over-period comparison with a competitor.          uses ahrefs rank-track",
      "community_name": "Competitor Ranking Comparison",
      "id": "scripts_ranking_reporter_rationale_467"
    },
    {
      "label": "Orchestrate full ranking performance report generation.          Args:",
      "file_type": "rationale",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/ranking_reporter.py",
      "source_location": "L521",
      "_origin": "ast",
      "community": 77,
      "norm_label": "orchestrate full ranking performance report generation.          args:",
      "community_name": "Keyword Ranking Reporter",
      "id": "scripts_ranking_reporter_rationale_521"
    },
    {
      "label": "Format ranking report as human-readable text.",
      "file_type": "rationale",
      "source_file": "custom-skills/21-seo-position-tracking/code/scripts/ranking_reporter.py",
      "source_location": "L583",
      "_origin": "ast",
      "community": 163,
      "norm_label": "format ranking report as human-readable text.",
      "community_name": "Ranking Performance Reporter",
      "id": "scripts_ranking_reporter_rationale_583"
    },
    {
      "label": "backlink_auditor.py",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 137,
      "norm_label": "backlink_auditor.py",
      "community_name": "Backlink Profile Auditor",
      "id": "scripts_backlink_auditor"
    },
    {
      "label": "BacklinkEntry",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L86",
      "_origin": "ast",
      "community": 183,
      "norm_label": "backlinkentry",
      "community_name": "Toxic Backlink Detector",
      "id": "scripts_backlink_auditor_backlinkentry"
    },
    {
      "label": "AnchorDistribution",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L99",
      "_origin": "ast",
      "community": 219,
      "norm_label": "anchordistribution",
      "community_name": "Anchor Text Distribution",
      "id": "scripts_backlink_auditor_anchordistribution"
    },
    {
      "label": ".branded_pct()",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L111",
      "_origin": "ast",
      "community": 219,
      "norm_label": ".branded_pct()",
      "community_name": "Anchor Text Distribution",
      "id": "scripts_backlink_auditor_anchordistribution_branded_pct"
    },
    {
      "label": ".exact_match_pct()",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L115",
      "_origin": "ast",
      "community": 219,
      "norm_label": ".exact_match_pct()",
      "community_name": "Anchor Text Distribution",
      "id": "scripts_backlink_auditor_anchordistribution_exact_match_pct"
    },
    {
      "label": ".generic_pct()",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L119",
      "_origin": "ast",
      "community": 219,
      "norm_label": ".generic_pct()",
      "community_name": "Anchor Text Distribution",
      "id": "scripts_backlink_auditor_anchordistribution_generic_pct"
    },
    {
      "label": ".naked_url_pct()",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L123",
      "_origin": "ast",
      "community": 219,
      "norm_label": ".naked_url_pct()",
      "community_name": "Anchor Text Distribution",
      "id": "scripts_backlink_auditor_anchordistribution_naked_url_pct"
    },
    {
      "label": "ToxicLink",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L128",
      "_origin": "ast",
      "community": 183,
      "norm_label": "toxiclink",
      "community_name": "Toxic Backlink Detector",
      "id": "scripts_backlink_auditor_toxiclink"
    },
    {
      "label": "KoreanPlatformStats",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L140",
      "_origin": "ast",
      "community": 137,
      "norm_label": "koreanplatformstats",
      "community_name": "Backlink Profile Auditor",
      "id": "scripts_backlink_auditor_koreanplatformstats"
    },
    {
      "label": "LinkVelocity",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L156",
      "_origin": "ast",
      "community": 220,
      "norm_label": "linkvelocity",
      "community_name": "Backlink Velocity Tracking",
      "id": "scripts_backlink_auditor_linkvelocity"
    },
    {
      "label": "BacklinkAuditResult",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L169",
      "_origin": "ast",
      "community": 137,
      "norm_label": "backlinkauditresult",
      "community_name": "Backlink Profile Auditor",
      "id": "scripts_backlink_auditor_backlinkauditresult"
    },
    {
      "label": "BacklinkAuditor",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L199",
      "_origin": "ast",
      "community": 157,
      "norm_label": "backlinkauditor",
      "community_name": "Anchor Text Analyzer",
      "id": "scripts_backlink_auditor_backlinkauditor"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L202",
      "_origin": "ast",
      "community": 157,
      "norm_label": ".__init__()",
      "community_name": "Anchor Text Analyzer",
      "id": "scripts_backlink_auditor_backlinkauditor_init"
    },
    {
      "label": "._call_ahrefs()",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L208",
      "_origin": "ast",
      "community": 152,
      "norm_label": "._call_ahrefs()",
      "community_name": "Ahrefs API Client",
      "id": "scripts_backlink_auditor_backlinkauditor_call_ahrefs"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L208",
      "_origin": "ast",
      "community": 152,
      "norm_label": "any",
      "community_name": "Ahrefs API Client",
      "id": "custom_skills_22_seo_link_building_code_scripts_backlink_auditor_py_any"
    },
    {
      "label": ".get_backlink_stats()",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L235",
      "_origin": "ast",
      "community": 152,
      "norm_label": ".get_backlink_stats()",
      "community_name": "Ahrefs API Client",
      "id": "scripts_backlink_auditor_backlinkauditor_get_backlink_stats"
    },
    {
      "label": ".get_domain_rating()",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L253",
      "_origin": "ast",
      "community": 152,
      "norm_label": ".get_domain_rating()",
      "community_name": "Ahrefs API Client",
      "id": "scripts_backlink_auditor_backlinkauditor_get_domain_rating"
    },
    {
      "label": ".get_referring_domains()",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L266",
      "_origin": "ast",
      "community": 152,
      "norm_label": ".get_referring_domains()",
      "community_name": "Ahrefs API Client",
      "id": "scripts_backlink_auditor_backlinkauditor_get_referring_domains"
    },
    {
      "label": ".get_all_backlinks()",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L280",
      "_origin": "ast",
      "community": 183,
      "norm_label": ".get_all_backlinks()",
      "community_name": "Toxic Backlink Detector",
      "id": "scripts_backlink_auditor_backlinkauditor_get_all_backlinks"
    },
    {
      "label": ".analyze_anchors()",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L308",
      "_origin": "ast",
      "community": 157,
      "norm_label": ".analyze_anchors()",
      "community_name": "Anchor Text Analyzer",
      "id": "scripts_backlink_auditor_backlinkauditor_analyze_anchors"
    },
    {
      "label": ".detect_toxic_links()",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L353",
      "_origin": "ast",
      "community": 183,
      "norm_label": ".detect_toxic_links()",
      "community_name": "Toxic Backlink Detector",
      "id": "scripts_backlink_auditor_backlinkauditor_detect_toxic_links"
    },
    {
      "label": ".find_broken_backlinks()",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L435",
      "_origin": "ast",
      "community": 152,
      "norm_label": ".find_broken_backlinks()",
      "community_name": "Ahrefs API Client",
      "id": "scripts_backlink_auditor_backlinkauditor_find_broken_backlinks"
    },
    {
      "label": ".track_velocity()",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L461",
      "_origin": "ast",
      "community": 220,
      "norm_label": ".track_velocity()",
      "community_name": "Backlink Velocity Tracking",
      "id": "scripts_backlink_auditor_backlinkauditor_track_velocity"
    },
    {
      "label": ".map_korean_platforms()",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L517",
      "_origin": "ast",
      "community": 152,
      "norm_label": ".map_korean_platforms()",
      "community_name": "Ahrefs API Client",
      "id": "scripts_backlink_auditor_backlinkauditor_map_korean_platforms"
    },
    {
      "label": ".audit()",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L554",
      "_origin": "ast",
      "community": 202,
      "norm_label": ".audit()",
      "community_name": "Backlink Audit Logic",
      "id": "scripts_backlink_auditor_backlinkauditor_audit"
    },
    {
      "label": "._is_branded_anchor()",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L670",
      "_origin": "ast",
      "community": 157,
      "norm_label": "._is_branded_anchor()",
      "community_name": "Anchor Text Analyzer",
      "id": "scripts_backlink_auditor_backlinkauditor_is_branded_anchor"
    },
    {
      "label": "._is_naked_url()",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L681",
      "_origin": "ast",
      "community": 157,
      "norm_label": "._is_naked_url()",
      "community_name": "Anchor Text Analyzer",
      "id": "scripts_backlink_auditor_backlinkauditor_is_naked_url"
    },
    {
      "label": "._is_generic_anchor()",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L691",
      "_origin": "ast",
      "community": 157,
      "norm_label": "._is_generic_anchor()",
      "community_name": "Anchor Text Analyzer",
      "id": "scripts_backlink_auditor_backlinkauditor_is_generic_anchor"
    },
    {
      "label": "._is_exact_match()",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L696",
      "_origin": "ast",
      "community": 157,
      "norm_label": "._is_exact_match()",
      "community_name": "Anchor Text Analyzer",
      "id": "scripts_backlink_auditor_backlinkauditor_is_exact_match"
    },
    {
      "label": "._extract_tld()",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L703",
      "_origin": "ast",
      "community": 183,
      "norm_label": "._extract_tld()",
      "community_name": "Toxic Backlink Detector",
      "id": "scripts_backlink_auditor_backlinkauditor_extract_tld"
    },
    {
      "label": "._dr_bucket()",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L711",
      "_origin": "ast",
      "community": 202,
      "norm_label": "._dr_bucket()",
      "community_name": "Backlink Audit Logic",
      "id": "scripts_backlink_auditor_backlinkauditor_dr_bucket"
    },
    {
      "label": "._find_closest_point()",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L735",
      "_origin": "ast",
      "community": 220,
      "norm_label": "._find_closest_point()",
      "community_name": "Backlink Velocity Tracking",
      "id": "scripts_backlink_auditor_backlinkauditor_find_closest_point"
    },
    {
      "label": "._generate_issues()",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L746",
      "_origin": "ast",
      "community": 202,
      "norm_label": "._generate_issues()",
      "community_name": "Backlink Audit Logic",
      "id": "scripts_backlink_auditor_backlinkauditor_generate_issues"
    },
    {
      "label": "._generate_recommendations()",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L813",
      "_origin": "ast",
      "community": 202,
      "norm_label": "._generate_recommendations()",
      "community_name": "Backlink Audit Logic",
      "id": "scripts_backlink_auditor_backlinkauditor_generate_recommendations"
    },
    {
      "label": "format_rich_output()",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L869",
      "_origin": "ast",
      "community": 137,
      "norm_label": "format_rich_output()",
      "community_name": "Backlink Profile Auditor",
      "id": "scripts_backlink_auditor_format_rich_output"
    },
    {
      "label": "result_to_dict()",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L979",
      "_origin": "ast",
      "community": 137,
      "norm_label": "result_to_dict()",
      "community_name": "Backlink Profile Auditor",
      "id": "scripts_backlink_auditor_result_to_dict"
    },
    {
      "label": "parse_args()",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L1014",
      "_origin": "ast",
      "community": 137,
      "norm_label": "parse_args()",
      "community_name": "Backlink Profile Auditor",
      "id": "scripts_backlink_auditor_parse_args"
    },
    {
      "label": "Namespace",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L1014",
      "_origin": "ast",
      "community": 137,
      "norm_label": "namespace",
      "community_name": "Backlink Profile Auditor",
      "id": "custom_skills_22_seo_link_building_code_scripts_backlink_auditor_py_namespace"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L1037",
      "_origin": "ast",
      "community": 137,
      "norm_label": "main()",
      "community_name": "Backlink Profile Auditor",
      "id": "scripts_backlink_auditor_main"
    },
    {
      "label": "Backlink Auditor - Backlink profile analysis and toxic link detection ==========",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 137,
      "norm_label": "backlink auditor - backlink profile analysis and toxic link detection ==========",
      "community_name": "Backlink Profile Auditor",
      "id": "scripts_backlink_auditor_rationale_1"
    },
    {
      "label": "Single backlink record.",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L87",
      "_origin": "ast",
      "community": 183,
      "norm_label": "single backlink record.",
      "community_name": "Toxic Backlink Detector",
      "id": "scripts_backlink_auditor_rationale_87"
    },
    {
      "label": "Anchor text distribution breakdown.",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L100",
      "_origin": "ast",
      "community": 219,
      "norm_label": "anchor text distribution breakdown.",
      "community_name": "Anchor Text Distribution",
      "id": "scripts_backlink_auditor_rationale_100"
    },
    {
      "label": "Potentially toxic or spammy backlink.",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L129",
      "_origin": "ast",
      "community": 183,
      "norm_label": "potentially toxic or spammy backlink.",
      "community_name": "Toxic Backlink Detector",
      "id": "scripts_backlink_auditor_rationale_129"
    },
    {
      "label": "Backlink counts from Korean platforms.",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L141",
      "_origin": "ast",
      "community": 137,
      "norm_label": "backlink counts from korean platforms.",
      "community_name": "Backlink Profile Auditor",
      "id": "scripts_backlink_auditor_rationale_141"
    },
    {
      "label": "Link acquisition and loss velocity.",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L157",
      "_origin": "ast",
      "community": 220,
      "norm_label": "link acquisition and loss velocity.",
      "community_name": "Backlink Velocity Tracking",
      "id": "scripts_backlink_auditor_rationale_157"
    },
    {
      "label": "Complete backlink audit result.",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L170",
      "_origin": "ast",
      "community": 137,
      "norm_label": "complete backlink audit result.",
      "community_name": "Backlink Profile Auditor",
      "id": "scripts_backlink_auditor_rationale_170"
    },
    {
      "label": "Analyze backlink profiles using Ahrefs MCP tools.",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L200",
      "_origin": "ast",
      "community": 157,
      "norm_label": "analyze backlink profiles using ahrefs mcp tools.",
      "community_name": "Anchor Text Analyzer",
      "id": "scripts_backlink_auditor_rationale_200"
    },
    {
      "label": "Call Ahrefs API endpoint.          In MCP context this would call mcp__ahrefs__<",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L211",
      "_origin": "ast",
      "community": 152,
      "norm_label": "call ahrefs api endpoint.          in mcp context this would call mcp__ahrefs__<",
      "community_name": "Ahrefs API Client",
      "id": "scripts_backlink_auditor_rationale_211"
    },
    {
      "label": "Fetch backlink statistics overview via site-explorer-backlinks-stats.",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L236",
      "_origin": "ast",
      "community": 152,
      "norm_label": "fetch backlink statistics overview via site-explorer-backlinks-stats.",
      "community_name": "Ahrefs API Client",
      "id": "scripts_backlink_auditor_rationale_236"
    },
    {
      "label": "Fetch Domain Rating via site-explorer-domain-rating.",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L254",
      "_origin": "ast",
      "community": 152,
      "norm_label": "fetch domain rating via site-explorer-domain-rating.",
      "community_name": "Ahrefs API Client",
      "id": "scripts_backlink_auditor_rationale_254"
    },
    {
      "label": "List referring domains via site-explorer-referring-domains.",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L269",
      "_origin": "ast",
      "community": 152,
      "norm_label": "list referring domains via site-explorer-referring-domains.",
      "community_name": "Ahrefs API Client",
      "id": "scripts_backlink_auditor_rationale_269"
    },
    {
      "label": "Fetch all backlinks via site-explorer-all-backlinks.",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L283",
      "_origin": "ast",
      "community": 183,
      "norm_label": "fetch all backlinks via site-explorer-all-backlinks.",
      "community_name": "Toxic Backlink Detector",
      "id": "scripts_backlink_auditor_rationale_283"
    },
    {
      "label": "Analyze anchor text distribution via site-explorer-anchors.",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L311",
      "_origin": "ast",
      "community": 157,
      "norm_label": "analyze anchor text distribution via site-explorer-anchors.",
      "community_name": "Anchor Text Analyzer",
      "id": "scripts_backlink_auditor_rationale_311"
    },
    {
      "label": "Identify potentially toxic backlinks using heuristic scoring.",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L356",
      "_origin": "ast",
      "community": 183,
      "norm_label": "identify potentially toxic backlinks using heuristic scoring.",
      "community_name": "Toxic Backlink Detector",
      "id": "scripts_backlink_auditor_rationale_356"
    },
    {
      "label": "Find broken backlinks for recovery via site-explorer-broken-backlinks.",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L436",
      "_origin": "ast",
      "community": 152,
      "norm_label": "find broken backlinks for recovery via site-explorer-broken-backlinks.",
      "community_name": "Ahrefs API Client",
      "id": "scripts_backlink_auditor_rationale_436"
    },
    {
      "label": "Track new/lost referring domains via refdomains-history.",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L462",
      "_origin": "ast",
      "community": 220,
      "norm_label": "track new/lost referring domains via refdomains-history.",
      "community_name": "Backlink Velocity Tracking",
      "id": "scripts_backlink_auditor_rationale_462"
    },
    {
      "label": "Categorize referring domains by Korean platform.",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L520",
      "_origin": "ast",
      "community": 152,
      "norm_label": "categorize referring domains by korean platform.",
      "community_name": "Ahrefs API Client",
      "id": "scripts_backlink_auditor_rationale_520"
    },
    {
      "label": "Orchestrate a full backlink audit.",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L562",
      "_origin": "ast",
      "community": 202,
      "norm_label": "orchestrate a full backlink audit.",
      "community_name": "Backlink Audit Logic",
      "id": "scripts_backlink_auditor_rationale_562"
    },
    {
      "label": "Check if anchor text is a brand mention.",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L671",
      "_origin": "ast",
      "community": 157,
      "norm_label": "check if anchor text is a brand mention.",
      "community_name": "Anchor Text Analyzer",
      "id": "scripts_backlink_auditor_rationale_671"
    },
    {
      "label": "Check if anchor text is a naked URL.",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L682",
      "_origin": "ast",
      "community": 157,
      "norm_label": "check if anchor text is a naked url.",
      "community_name": "Anchor Text Analyzer",
      "id": "scripts_backlink_auditor_rationale_682"
    },
    {
      "label": "Check if anchor text is generic.",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L692",
      "_origin": "ast",
      "community": 157,
      "norm_label": "check if anchor text is generic.",
      "community_name": "Anchor Text Analyzer",
      "id": "scripts_backlink_auditor_rationale_692"
    },
    {
      "label": "Check if anchor is exact-match keyword (not brand).",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L697",
      "_origin": "ast",
      "community": 157,
      "norm_label": "check if anchor is exact-match keyword (not brand).",
      "community_name": "Anchor Text Analyzer",
      "id": "scripts_backlink_auditor_rationale_697"
    },
    {
      "label": "Extract TLD from domain.",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L704",
      "_origin": "ast",
      "community": 183,
      "norm_label": "extract tld from domain.",
      "community_name": "Toxic Backlink Detector",
      "id": "scripts_backlink_auditor_rationale_704"
    },
    {
      "label": "Map DR value to bucket range.",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L712",
      "_origin": "ast",
      "community": 202,
      "norm_label": "map dr value to bucket range.",
      "community_name": "Backlink Audit Logic",
      "id": "scripts_backlink_auditor_rationale_712"
    },
    {
      "label": "Find referring domain count closest to N days ago.",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L736",
      "_origin": "ast",
      "community": 220,
      "norm_label": "find referring domain count closest to n days ago.",
      "community_name": "Backlink Velocity Tracking",
      "id": "scripts_backlink_auditor_rationale_736"
    },
    {
      "label": "Generate audit issues based on findings.",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L747",
      "_origin": "ast",
      "community": 202,
      "norm_label": "generate audit issues based on findings.",
      "community_name": "Backlink Audit Logic",
      "id": "scripts_backlink_auditor_rationale_747"
    },
    {
      "label": "Generate actionable recommendations.",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L814",
      "_origin": "ast",
      "community": 202,
      "norm_label": "generate actionable recommendations.",
      "community_name": "Backlink Audit Logic",
      "id": "scripts_backlink_auditor_rationale_814"
    },
    {
      "label": "Convert audit result to JSON-serializable dict.",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L980",
      "_origin": "ast",
      "community": 137,
      "norm_label": "convert audit result to json-serializable dict.",
      "community_name": "Backlink Profile Auditor",
      "id": "scripts_backlink_auditor_rationale_980"
    },
    {
      "label": "Parse command-line arguments.",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/backlink_auditor.py",
      "source_location": "L1015",
      "_origin": "ast",
      "community": 137,
      "norm_label": "parse command-line arguments.",
      "community_name": "Backlink Profile Auditor",
      "id": "scripts_backlink_auditor_rationale_1015"
    },
    {
      "label": "base_client.py",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/base_client.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 36,
      "norm_label": "base_client.py",
      "community_name": "Async API Client",
      "id": "custom_skills_22_seo_link_building_code_scripts_base_client_py_scripts_base_client"
    },
    {
      "label": "RateLimiter",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/base_client.py",
      "source_location": "L35",
      "_origin": "ast",
      "community": 36,
      "norm_label": "ratelimiter",
      "community_name": "Async API Client",
      "id": "custom_skills_22_seo_link_building_code_scripts_base_client_py_scripts_base_client_ratelimiter"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/base_client.py",
      "source_location": "L38",
      "_origin": "ast",
      "community": 36,
      "norm_label": ".__init__()",
      "community_name": "Async API Client",
      "id": "custom_skills_22_seo_link_building_code_scripts_base_client_py_scripts_base_client_ratelimiter_init"
    },
    {
      "label": ".acquire()",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/base_client.py",
      "source_location": "L52",
      "_origin": "ast",
      "community": 36,
      "norm_label": ".acquire()",
      "community_name": "Async API Client",
      "id": "custom_skills_22_seo_link_building_code_scripts_base_client_py_scripts_base_client_ratelimiter_acquire"
    },
    {
      "label": "BaseAsyncClient",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/base_client.py",
      "source_location": "L68",
      "_origin": "ast",
      "community": 36,
      "norm_label": "baseasyncclient",
      "community_name": "Async API Client",
      "id": "custom_skills_22_seo_link_building_code_scripts_base_client_py_scripts_base_client_baseasyncclient"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/base_client.py",
      "source_location": "L71",
      "_origin": "ast",
      "community": 36,
      "norm_label": ".__init__()",
      "community_name": "Async API Client",
      "id": "custom_skills_22_seo_link_building_code_scripts_base_client_py_scripts_base_client_baseasyncclient_init"
    },
    {
      "label": "Logger",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/base_client.py",
      "source_location": "L71",
      "_origin": "ast",
      "community": 36,
      "norm_label": "logger",
      "community_name": "Async API Client",
      "id": "custom_skills_22_seo_link_building_code_scripts_base_client_py_logger"
    },
    {
      "label": "._rate_limited_request()",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/base_client.py",
      "source_location": "L100",
      "_origin": "ast",
      "community": 36,
      "norm_label": "._rate_limited_request()",
      "community_name": "Async API Client",
      "id": "custom_skills_22_seo_link_building_code_scripts_base_client_py_scripts_base_client_baseasyncclient_rate_limited_request"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/base_client.py",
      "source_location": "L100",
      "_origin": "ast",
      "community": 36,
      "norm_label": "any",
      "community_name": "Async API Client",
      "id": "custom_skills_22_seo_link_building_code_scripts_base_client_py_any"
    },
    {
      "label": ".batch_requests()",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/base_client.py",
      "source_location": "L117",
      "_origin": "ast",
      "community": 36,
      "norm_label": ".batch_requests()",
      "community_name": "Async API Client",
      "id": "custom_skills_22_seo_link_building_code_scripts_base_client_py_scripts_base_client_baseasyncclient_batch_requests"
    },
    {
      "label": ".print_stats()",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/base_client.py",
      "source_location": "L146",
      "_origin": "ast",
      "community": 36,
      "norm_label": ".print_stats()",
      "community_name": "Async API Client",
      "id": "custom_skills_22_seo_link_building_code_scripts_base_client_py_scripts_base_client_baseasyncclient_print_stats"
    },
    {
      "label": "ConfigManager",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/base_client.py",
      "source_location": "L156",
      "_origin": "ast",
      "community": 36,
      "norm_label": "configmanager",
      "community_name": "Async API Client",
      "id": "custom_skills_22_seo_link_building_code_scripts_base_client_py_scripts_base_client_configmanager"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/base_client.py",
      "source_location": "L159",
      "_origin": "ast",
      "community": 36,
      "norm_label": ".__init__()",
      "community_name": "Async API Client",
      "id": "custom_skills_22_seo_link_building_code_scripts_base_client_py_scripts_base_client_configmanager_init"
    },
    {
      "label": ".google_credentials_path()",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/base_client.py",
      "source_location": "L163",
      "_origin": "ast",
      "community": 36,
      "norm_label": ".google_credentials_path()",
      "community_name": "Async API Client",
      "id": "custom_skills_22_seo_link_building_code_scripts_base_client_py_scripts_base_client_configmanager_google_credentials_path"
    },
    {
      "label": ".pagespeed_api_key()",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/base_client.py",
      "source_location": "L172",
      "_origin": "ast",
      "community": 36,
      "norm_label": ".pagespeed_api_key()",
      "community_name": "Async API Client",
      "id": "custom_skills_22_seo_link_building_code_scripts_base_client_py_scripts_base_client_configmanager_pagespeed_api_key"
    },
    {
      "label": ".custom_search_api_key()",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/base_client.py",
      "source_location": "L177",
      "_origin": "ast",
      "community": 36,
      "norm_label": ".custom_search_api_key()",
      "community_name": "Async API Client",
      "id": "custom_skills_22_seo_link_building_code_scripts_base_client_py_scripts_base_client_configmanager_custom_search_api_key"
    },
    {
      "label": ".custom_search_engine_id()",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/base_client.py",
      "source_location": "L182",
      "_origin": "ast",
      "community": 36,
      "norm_label": ".custom_search_engine_id()",
      "community_name": "Async API Client",
      "id": "custom_skills_22_seo_link_building_code_scripts_base_client_py_scripts_base_client_configmanager_custom_search_engine_id"
    },
    {
      "label": ".notion_token()",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/base_client.py",
      "source_location": "L187",
      "_origin": "ast",
      "community": 36,
      "norm_label": ".notion_token()",
      "community_name": "Async API Client",
      "id": "custom_skills_22_seo_link_building_code_scripts_base_client_py_scripts_base_client_configmanager_notion_token"
    },
    {
      "label": ".validate_google_credentials()",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/base_client.py",
      "source_location": "L191",
      "_origin": "ast",
      "community": 36,
      "norm_label": ".validate_google_credentials()",
      "community_name": "Async API Client",
      "id": "custom_skills_22_seo_link_building_code_scripts_base_client_py_scripts_base_client_configmanager_validate_google_credentials"
    },
    {
      "label": ".get_required()",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/base_client.py",
      "source_location": "L198",
      "_origin": "ast",
      "community": 36,
      "norm_label": ".get_required()",
      "community_name": "Async API Client",
      "id": "custom_skills_22_seo_link_building_code_scripts_base_client_py_scripts_base_client_configmanager_get_required"
    },
    {
      "label": "Base Client - Shared async client utilities ====================================",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/base_client.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 36,
      "norm_label": "base client - shared async client utilities ====================================",
      "community_name": "Async API Client",
      "id": "custom_skills_22_seo_link_building_code_scripts_base_client_py_scripts_base_client_rationale_1"
    },
    {
      "label": "Rate limiter using token bucket algorithm.",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/base_client.py",
      "source_location": "L36",
      "_origin": "ast",
      "community": 36,
      "norm_label": "rate limiter using token bucket algorithm.",
      "community_name": "Async API Client",
      "id": "custom_skills_22_seo_link_building_code_scripts_base_client_py_scripts_base_client_rationale_36"
    },
    {
      "label": "Initialize rate limiter.          Args:             rate: Number of requests all",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/base_client.py",
      "source_location": "L39",
      "_origin": "ast",
      "community": 36,
      "norm_label": "initialize rate limiter.          args:             rate: number of requests all",
      "community_name": "Async API Client",
      "id": "custom_skills_22_seo_link_building_code_scripts_base_client_py_scripts_base_client_rationale_39"
    },
    {
      "label": "Acquire a token, waiting if necessary.",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/base_client.py",
      "source_location": "L53",
      "_origin": "ast",
      "community": 36,
      "norm_label": "acquire a token, waiting if necessary.",
      "community_name": "Async API Client",
      "id": "custom_skills_22_seo_link_building_code_scripts_base_client_py_scripts_base_client_rationale_53"
    },
    {
      "label": "Base class for async API clients with rate limiting.",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/base_client.py",
      "source_location": "L69",
      "_origin": "ast",
      "community": 36,
      "norm_label": "base class for async api clients with rate limiting.",
      "community_name": "Async API Client",
      "id": "custom_skills_22_seo_link_building_code_scripts_base_client_py_scripts_base_client_rationale_69"
    },
    {
      "label": "Initialize base client.          Args:             max_concurrent: Maximum concu",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/base_client.py",
      "source_location": "L77",
      "_origin": "ast",
      "community": 36,
      "norm_label": "initialize base client.          args:             max_concurrent: maximum concu",
      "community_name": "Async API Client",
      "id": "custom_skills_22_seo_link_building_code_scripts_base_client_py_scripts_base_client_rationale_77"
    },
    {
      "label": "Execute a request with rate limiting and retry.",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/base_client.py",
      "source_location": "L104",
      "_origin": "ast",
      "community": 36,
      "norm_label": "execute a request with rate limiting and retry.",
      "community_name": "Async API Client",
      "id": "custom_skills_22_seo_link_building_code_scripts_base_client_py_scripts_base_client_rationale_104"
    },
    {
      "label": "Execute multiple requests concurrently.",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/base_client.py",
      "source_location": "L122",
      "_origin": "ast",
      "community": 36,
      "norm_label": "execute multiple requests concurrently.",
      "community_name": "Async API Client",
      "id": "custom_skills_22_seo_link_building_code_scripts_base_client_py_scripts_base_client_rationale_122"
    },
    {
      "label": "Print request statistics.",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/base_client.py",
      "source_location": "L147",
      "_origin": "ast",
      "community": 36,
      "norm_label": "print request statistics.",
      "community_name": "Async API Client",
      "id": "custom_skills_22_seo_link_building_code_scripts_base_client_py_scripts_base_client_rationale_147"
    },
    {
      "label": "Manage API configuration and credentials.",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/base_client.py",
      "source_location": "L157",
      "_origin": "ast",
      "community": 36,
      "norm_label": "manage api configuration and credentials.",
      "community_name": "Async API Client",
      "id": "custom_skills_22_seo_link_building_code_scripts_base_client_py_scripts_base_client_rationale_157"
    },
    {
      "label": "Get Google service account credentials path.",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/base_client.py",
      "source_location": "L164",
      "_origin": "ast",
      "community": 36,
      "norm_label": "get google service account credentials path.",
      "community_name": "Async API Client",
      "id": "custom_skills_22_seo_link_building_code_scripts_base_client_py_scripts_base_client_rationale_164"
    },
    {
      "label": "Get PageSpeed Insights API key.",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/base_client.py",
      "source_location": "L173",
      "_origin": "ast",
      "community": 36,
      "norm_label": "get pagespeed insights api key.",
      "community_name": "Async API Client",
      "id": "custom_skills_22_seo_link_building_code_scripts_base_client_py_scripts_base_client_rationale_173"
    },
    {
      "label": "Get Custom Search API key.",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/base_client.py",
      "source_location": "L178",
      "_origin": "ast",
      "community": 36,
      "norm_label": "get custom search api key.",
      "community_name": "Async API Client",
      "id": "custom_skills_22_seo_link_building_code_scripts_base_client_py_scripts_base_client_rationale_178"
    },
    {
      "label": "Get Custom Search Engine ID.",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/base_client.py",
      "source_location": "L183",
      "_origin": "ast",
      "community": 36,
      "norm_label": "get custom search engine id.",
      "community_name": "Async API Client",
      "id": "custom_skills_22_seo_link_building_code_scripts_base_client_py_scripts_base_client_rationale_183"
    },
    {
      "label": "Get Notion API token.",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/base_client.py",
      "source_location": "L188",
      "_origin": "ast",
      "community": 36,
      "norm_label": "get notion api token.",
      "community_name": "Async API Client",
      "id": "custom_skills_22_seo_link_building_code_scripts_base_client_py_scripts_base_client_rationale_188"
    },
    {
      "label": "Validate Google credentials are configured.",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/base_client.py",
      "source_location": "L192",
      "_origin": "ast",
      "community": 36,
      "norm_label": "validate google credentials are configured.",
      "community_name": "Async API Client",
      "id": "custom_skills_22_seo_link_building_code_scripts_base_client_py_scripts_base_client_rationale_192"
    },
    {
      "label": "Get required environment variable or raise error.",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/base_client.py",
      "source_location": "L199",
      "_origin": "ast",
      "community": 36,
      "norm_label": "get required environment variable or raise error.",
      "community_name": "Async API Client",
      "id": "custom_skills_22_seo_link_building_code_scripts_base_client_py_scripts_base_client_rationale_199"
    },
    {
      "label": "link_gap_finder.py",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/link_gap_finder.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 18,
      "norm_label": "link_gap_finder.py",
      "community_name": "Backlink Gap Finder",
      "id": "scripts_link_gap_finder"
    },
    {
      "label": "LinkOpportunity",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/link_gap_finder.py",
      "source_location": "L85",
      "_origin": "ast",
      "community": 18,
      "norm_label": "linkopportunity",
      "community_name": "Backlink Gap Finder",
      "id": "scripts_link_gap_finder_linkopportunity"
    },
    {
      "label": "GapSummary",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/link_gap_finder.py",
      "source_location": "L103",
      "_origin": "ast",
      "community": 18,
      "norm_label": "gapsummary",
      "community_name": "Backlink Gap Finder",
      "id": "scripts_link_gap_finder_gapsummary"
    },
    {
      "label": "LinkGapResult",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/link_gap_finder.py",
      "source_location": "L115",
      "_origin": "ast",
      "community": 18,
      "norm_label": "linkgapresult",
      "community_name": "Backlink Gap Finder",
      "id": "scripts_link_gap_finder_linkgapresult"
    },
    {
      "label": "LinkGapFinder",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/link_gap_finder.py",
      "source_location": "L135",
      "_origin": "ast",
      "community": 18,
      "norm_label": "linkgapfinder",
      "community_name": "Backlink Gap Finder",
      "id": "scripts_link_gap_finder_linkgapfinder"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/link_gap_finder.py",
      "source_location": "L138",
      "_origin": "ast",
      "community": 18,
      "norm_label": ".__init__()",
      "community_name": "Backlink Gap Finder",
      "id": "scripts_link_gap_finder_linkgapfinder_init"
    },
    {
      "label": "._call_ahrefs()",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/link_gap_finder.py",
      "source_location": "L144",
      "_origin": "ast",
      "community": 18,
      "norm_label": "._call_ahrefs()",
      "community_name": "Backlink Gap Finder",
      "id": "scripts_link_gap_finder_linkgapfinder_call_ahrefs"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/link_gap_finder.py",
      "source_location": "L144",
      "_origin": "ast",
      "community": 18,
      "norm_label": "any",
      "community_name": "Backlink Gap Finder",
      "id": "custom_skills_22_seo_link_building_code_scripts_link_gap_finder_py_any"
    },
    {
      "label": ".get_referring_domains()",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/link_gap_finder.py",
      "source_location": "L170",
      "_origin": "ast",
      "community": 18,
      "norm_label": ".get_referring_domains()",
      "community_name": "Backlink Gap Finder",
      "id": "scripts_link_gap_finder_linkgapfinder_get_referring_domains"
    },
    {
      "label": ".get_domain_rating()",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/link_gap_finder.py",
      "source_location": "L184",
      "_origin": "ast",
      "community": 18,
      "norm_label": ".get_domain_rating()",
      "community_name": "Backlink Gap Finder",
      "id": "scripts_link_gap_finder_linkgapfinder_get_domain_rating"
    },
    {
      "label": ".get_domain_metrics()",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/link_gap_finder.py",
      "source_location": "L194",
      "_origin": "ast",
      "community": 18,
      "norm_label": ".get_domain_metrics()",
      "community_name": "Backlink Gap Finder",
      "id": "scripts_link_gap_finder_linkgapfinder_get_domain_metrics"
    },
    {
      "label": ".find_gaps()",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/link_gap_finder.py",
      "source_location": "L208",
      "_origin": "ast",
      "community": 18,
      "norm_label": ".find_gaps()",
      "community_name": "Backlink Gap Finder",
      "id": "scripts_link_gap_finder_linkgapfinder_find_gaps"
    },
    {
      "label": ".score_opportunities()",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/link_gap_finder.py",
      "source_location": "L245",
      "_origin": "ast",
      "community": 18,
      "norm_label": ".score_opportunities()",
      "community_name": "Backlink Gap Finder",
      "id": "scripts_link_gap_finder_linkgapfinder_score_opportunities"
    },
    {
      "label": ".categorize_sources()",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/link_gap_finder.py",
      "source_location": "L327",
      "_origin": "ast",
      "community": 18,
      "norm_label": ".categorize_sources()",
      "community_name": "Backlink Gap Finder",
      "id": "scripts_link_gap_finder_linkgapfinder_categorize_sources"
    },
    {
      "label": ".analyze()",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/link_gap_finder.py",
      "source_location": "L341",
      "_origin": "ast",
      "community": 18,
      "norm_label": ".analyze()",
      "community_name": "Backlink Gap Finder",
      "id": "scripts_link_gap_finder_linkgapfinder_analyze"
    },
    {
      "label": "._detect_category()",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/link_gap_finder.py",
      "source_location": "L446",
      "_origin": "ast",
      "community": 18,
      "norm_label": "._detect_category()",
      "community_name": "Backlink Gap Finder",
      "id": "scripts_link_gap_finder_linkgapfinder_detect_category"
    },
    {
      "label": "._build_summary()",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/link_gap_finder.py",
      "source_location": "L461",
      "_origin": "ast",
      "community": 18,
      "norm_label": "._build_summary()",
      "community_name": "Backlink Gap Finder",
      "id": "scripts_link_gap_finder_linkgapfinder_build_summary"
    },
    {
      "label": "._generate_issues()",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/link_gap_finder.py",
      "source_location": "L500",
      "_origin": "ast",
      "community": 18,
      "norm_label": "._generate_issues()",
      "community_name": "Backlink Gap Finder",
      "id": "scripts_link_gap_finder_linkgapfinder_generate_issues"
    },
    {
      "label": "._generate_recommendations()",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/link_gap_finder.py",
      "source_location": "L546",
      "_origin": "ast",
      "community": 18,
      "norm_label": "._generate_recommendations()",
      "community_name": "Backlink Gap Finder",
      "id": "scripts_link_gap_finder_linkgapfinder_generate_recommendations"
    },
    {
      "label": "format_rich_output()",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/link_gap_finder.py",
      "source_location": "L629",
      "_origin": "ast",
      "community": 18,
      "norm_label": "format_rich_output()",
      "community_name": "Backlink Gap Finder",
      "id": "scripts_link_gap_finder_format_rich_output"
    },
    {
      "label": "result_to_dict()",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/link_gap_finder.py",
      "source_location": "L704",
      "_origin": "ast",
      "community": 18,
      "norm_label": "result_to_dict()",
      "community_name": "Backlink Gap Finder",
      "id": "scripts_link_gap_finder_result_to_dict"
    },
    {
      "label": "parse_args()",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/link_gap_finder.py",
      "source_location": "L726",
      "_origin": "ast",
      "community": 18,
      "norm_label": "parse_args()",
      "community_name": "Backlink Gap Finder",
      "id": "scripts_link_gap_finder_parse_args"
    },
    {
      "label": "Namespace",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/link_gap_finder.py",
      "source_location": "L726",
      "_origin": "ast",
      "community": 18,
      "norm_label": "namespace",
      "community_name": "Backlink Gap Finder",
      "id": "custom_skills_22_seo_link_building_code_scripts_link_gap_finder_py_namespace"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/link_gap_finder.py",
      "source_location": "L760",
      "_origin": "ast",
      "community": 18,
      "norm_label": "main()",
      "community_name": "Backlink Gap Finder",
      "id": "scripts_link_gap_finder_main"
    },
    {
      "label": "Link Gap Finder - Competitor link gap analysis =================================",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/link_gap_finder.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 18,
      "norm_label": "link gap finder - competitor link gap analysis =================================",
      "community_name": "Backlink Gap Finder",
      "id": "scripts_link_gap_finder_rationale_1"
    },
    {
      "label": "A single link building opportunity from gap analysis.",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/link_gap_finder.py",
      "source_location": "L86",
      "_origin": "ast",
      "community": 18,
      "norm_label": "a single link building opportunity from gap analysis.",
      "community_name": "Backlink Gap Finder",
      "id": "scripts_link_gap_finder_rationale_86"
    },
    {
      "label": "Summary statistics for the gap analysis.",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/link_gap_finder.py",
      "source_location": "L104",
      "_origin": "ast",
      "community": 18,
      "norm_label": "summary statistics for the gap analysis.",
      "community_name": "Backlink Gap Finder",
      "id": "scripts_link_gap_finder_rationale_104"
    },
    {
      "label": "Complete link gap analysis result.",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/link_gap_finder.py",
      "source_location": "L116",
      "_origin": "ast",
      "community": 18,
      "norm_label": "complete link gap analysis result.",
      "community_name": "Backlink Gap Finder",
      "id": "scripts_link_gap_finder_rationale_116"
    },
    {
      "label": "Find link building opportunities by analyzing competitor backlink gaps.",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/link_gap_finder.py",
      "source_location": "L136",
      "_origin": "ast",
      "community": 18,
      "norm_label": "find link building opportunities by analyzing competitor backlink gaps.",
      "community_name": "Backlink Gap Finder",
      "id": "scripts_link_gap_finder_rationale_136"
    },
    {
      "label": "Call Ahrefs API endpoint.          In MCP context this calls mcp__ahrefs__<endpo",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/link_gap_finder.py",
      "source_location": "L147",
      "_origin": "ast",
      "community": 18,
      "norm_label": "call ahrefs api endpoint.          in mcp context this calls mcp__ahrefs__<endpo",
      "community_name": "Backlink Gap Finder",
      "id": "scripts_link_gap_finder_rationale_147"
    },
    {
      "label": "Fetch referring domains for a given URL/domain.",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/link_gap_finder.py",
      "source_location": "L173",
      "_origin": "ast",
      "community": 18,
      "norm_label": "fetch referring domains for a given url/domain.",
      "community_name": "Backlink Gap Finder",
      "id": "scripts_link_gap_finder_rationale_173"
    },
    {
      "label": "Fetch Domain Rating for a URL.",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/link_gap_finder.py",
      "source_location": "L185",
      "_origin": "ast",
      "community": 18,
      "norm_label": "fetch domain rating for a url.",
      "community_name": "Backlink Gap Finder",
      "id": "scripts_link_gap_finder_rationale_185"
    },
    {
      "label": "Fetch comprehensive domain metrics.",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/link_gap_finder.py",
      "source_location": "L195",
      "_origin": "ast",
      "community": 18,
      "norm_label": "fetch comprehensive domain metrics.",
      "community_name": "Backlink Gap Finder",
      "id": "scripts_link_gap_finder_rationale_195"
    },
    {
      "label": "Find domains linking to competitors but not to the target.          Returns a li",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/link_gap_finder.py",
      "source_location": "L213",
      "_origin": "ast",
      "community": 18,
      "norm_label": "find domains linking to competitors but not to the target.          returns a li",
      "community_name": "Backlink Gap Finder",
      "id": "scripts_link_gap_finder_rationale_213"
    },
    {
      "label": "Score gap opportunities by DR, traffic, relevance, and feasibility.          Sco",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/link_gap_finder.py",
      "source_location": "L251",
      "_origin": "ast",
      "community": 18,
      "norm_label": "score gap opportunities by dr, traffic, relevance, and feasibility.          sco",
      "community_name": "Backlink Gap Finder",
      "id": "scripts_link_gap_finder_rationale_251"
    },
    {
      "label": "Group opportunities by source category.",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/link_gap_finder.py",
      "source_location": "L330",
      "_origin": "ast",
      "community": 18,
      "norm_label": "group opportunities by source category.",
      "community_name": "Backlink Gap Finder",
      "id": "scripts_link_gap_finder_rationale_330"
    },
    {
      "label": "Orchestrate full link gap analysis.",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/link_gap_finder.py",
      "source_location": "L349",
      "_origin": "ast",
      "community": 18,
      "norm_label": "orchestrate full link gap analysis.",
      "community_name": "Backlink Gap Finder",
      "id": "scripts_link_gap_finder_rationale_349"
    },
    {
      "label": "Detect the category of a domain based on patterns.",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/link_gap_finder.py",
      "source_location": "L447",
      "_origin": "ast",
      "community": 18,
      "norm_label": "detect the category of a domain based on patterns.",
      "community_name": "Backlink Gap Finder",
      "id": "scripts_link_gap_finder_rationale_447"
    },
    {
      "label": "Build summary statistics from opportunities.",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/link_gap_finder.py",
      "source_location": "L467",
      "_origin": "ast",
      "community": 18,
      "norm_label": "build summary statistics from opportunities.",
      "community_name": "Backlink Gap Finder",
      "id": "scripts_link_gap_finder_rationale_467"
    },
    {
      "label": "Generate issues based on gap analysis.",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/link_gap_finder.py",
      "source_location": "L501",
      "_origin": "ast",
      "community": 18,
      "norm_label": "generate issues based on gap analysis.",
      "community_name": "Backlink Gap Finder",
      "id": "scripts_link_gap_finder_rationale_501"
    },
    {
      "label": "Generate actionable recommendations.",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/link_gap_finder.py",
      "source_location": "L547",
      "_origin": "ast",
      "community": 18,
      "norm_label": "generate actionable recommendations.",
      "community_name": "Backlink Gap Finder",
      "id": "scripts_link_gap_finder_rationale_547"
    },
    {
      "label": "Display gap analysis results using Rich tables.",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/link_gap_finder.py",
      "source_location": "L630",
      "_origin": "ast",
      "community": 18,
      "norm_label": "display gap analysis results using rich tables.",
      "community_name": "Backlink Gap Finder",
      "id": "scripts_link_gap_finder_rationale_630"
    },
    {
      "label": "Convert gap result to JSON-serializable dict.",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/link_gap_finder.py",
      "source_location": "L705",
      "_origin": "ast",
      "community": 18,
      "norm_label": "convert gap result to json-serializable dict.",
      "community_name": "Backlink Gap Finder",
      "id": "scripts_link_gap_finder_rationale_705"
    },
    {
      "label": "Parse command-line arguments.",
      "file_type": "rationale",
      "source_file": "custom-skills/22-seo-link-building/code/scripts/link_gap_finder.py",
      "source_location": "L727",
      "_origin": "ast",
      "community": 18,
      "norm_label": "parse command-line arguments.",
      "community_name": "Backlink Gap Finder",
      "id": "scripts_link_gap_finder_rationale_727"
    },
    {
      "label": "base_client.py",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/base_client.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 37,
      "norm_label": "base_client.py",
      "community_name": "Async API Client",
      "id": "custom_skills_23_seo_content_strategy_code_scripts_base_client_py_scripts_base_client"
    },
    {
      "label": "RateLimiter",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/base_client.py",
      "source_location": "L35",
      "_origin": "ast",
      "community": 37,
      "norm_label": "ratelimiter",
      "community_name": "Async API Client",
      "id": "custom_skills_23_seo_content_strategy_code_scripts_base_client_py_scripts_base_client_ratelimiter"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/base_client.py",
      "source_location": "L38",
      "_origin": "ast",
      "community": 37,
      "norm_label": ".__init__()",
      "community_name": "Async API Client",
      "id": "custom_skills_23_seo_content_strategy_code_scripts_base_client_py_scripts_base_client_ratelimiter_init"
    },
    {
      "label": ".acquire()",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/base_client.py",
      "source_location": "L52",
      "_origin": "ast",
      "community": 37,
      "norm_label": ".acquire()",
      "community_name": "Async API Client",
      "id": "custom_skills_23_seo_content_strategy_code_scripts_base_client_py_scripts_base_client_ratelimiter_acquire"
    },
    {
      "label": "BaseAsyncClient",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/base_client.py",
      "source_location": "L68",
      "_origin": "ast",
      "community": 37,
      "norm_label": "baseasyncclient",
      "community_name": "Async API Client",
      "id": "custom_skills_23_seo_content_strategy_code_scripts_base_client_py_scripts_base_client_baseasyncclient"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/base_client.py",
      "source_location": "L71",
      "_origin": "ast",
      "community": 37,
      "norm_label": ".__init__()",
      "community_name": "Async API Client",
      "id": "custom_skills_23_seo_content_strategy_code_scripts_base_client_py_scripts_base_client_baseasyncclient_init"
    },
    {
      "label": "Logger",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/base_client.py",
      "source_location": "L71",
      "_origin": "ast",
      "community": 37,
      "norm_label": "logger",
      "community_name": "Async API Client",
      "id": "custom_skills_23_seo_content_strategy_code_scripts_base_client_py_logger"
    },
    {
      "label": "._rate_limited_request()",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/base_client.py",
      "source_location": "L100",
      "_origin": "ast",
      "community": 37,
      "norm_label": "._rate_limited_request()",
      "community_name": "Async API Client",
      "id": "custom_skills_23_seo_content_strategy_code_scripts_base_client_py_scripts_base_client_baseasyncclient_rate_limited_request"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/base_client.py",
      "source_location": "L100",
      "_origin": "ast",
      "community": 37,
      "norm_label": "any",
      "community_name": "Async API Client",
      "id": "custom_skills_23_seo_content_strategy_code_scripts_base_client_py_any"
    },
    {
      "label": ".batch_requests()",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/base_client.py",
      "source_location": "L117",
      "_origin": "ast",
      "community": 37,
      "norm_label": ".batch_requests()",
      "community_name": "Async API Client",
      "id": "custom_skills_23_seo_content_strategy_code_scripts_base_client_py_scripts_base_client_baseasyncclient_batch_requests"
    },
    {
      "label": ".print_stats()",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/base_client.py",
      "source_location": "L146",
      "_origin": "ast",
      "community": 37,
      "norm_label": ".print_stats()",
      "community_name": "Async API Client",
      "id": "custom_skills_23_seo_content_strategy_code_scripts_base_client_py_scripts_base_client_baseasyncclient_print_stats"
    },
    {
      "label": "ConfigManager",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/base_client.py",
      "source_location": "L156",
      "_origin": "ast",
      "community": 37,
      "norm_label": "configmanager",
      "community_name": "Async API Client",
      "id": "custom_skills_23_seo_content_strategy_code_scripts_base_client_py_scripts_base_client_configmanager"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/base_client.py",
      "source_location": "L159",
      "_origin": "ast",
      "community": 37,
      "norm_label": ".__init__()",
      "community_name": "Async API Client",
      "id": "custom_skills_23_seo_content_strategy_code_scripts_base_client_py_scripts_base_client_configmanager_init"
    },
    {
      "label": ".google_credentials_path()",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/base_client.py",
      "source_location": "L163",
      "_origin": "ast",
      "community": 37,
      "norm_label": ".google_credentials_path()",
      "community_name": "Async API Client",
      "id": "custom_skills_23_seo_content_strategy_code_scripts_base_client_py_scripts_base_client_configmanager_google_credentials_path"
    },
    {
      "label": ".pagespeed_api_key()",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/base_client.py",
      "source_location": "L172",
      "_origin": "ast",
      "community": 37,
      "norm_label": ".pagespeed_api_key()",
      "community_name": "Async API Client",
      "id": "custom_skills_23_seo_content_strategy_code_scripts_base_client_py_scripts_base_client_configmanager_pagespeed_api_key"
    },
    {
      "label": ".custom_search_api_key()",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/base_client.py",
      "source_location": "L177",
      "_origin": "ast",
      "community": 37,
      "norm_label": ".custom_search_api_key()",
      "community_name": "Async API Client",
      "id": "custom_skills_23_seo_content_strategy_code_scripts_base_client_py_scripts_base_client_configmanager_custom_search_api_key"
    },
    {
      "label": ".custom_search_engine_id()",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/base_client.py",
      "source_location": "L182",
      "_origin": "ast",
      "community": 37,
      "norm_label": ".custom_search_engine_id()",
      "community_name": "Async API Client",
      "id": "custom_skills_23_seo_content_strategy_code_scripts_base_client_py_scripts_base_client_configmanager_custom_search_engine_id"
    },
    {
      "label": ".notion_token()",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/base_client.py",
      "source_location": "L187",
      "_origin": "ast",
      "community": 37,
      "norm_label": ".notion_token()",
      "community_name": "Async API Client",
      "id": "custom_skills_23_seo_content_strategy_code_scripts_base_client_py_scripts_base_client_configmanager_notion_token"
    },
    {
      "label": ".validate_google_credentials()",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/base_client.py",
      "source_location": "L191",
      "_origin": "ast",
      "community": 37,
      "norm_label": ".validate_google_credentials()",
      "community_name": "Async API Client",
      "id": "custom_skills_23_seo_content_strategy_code_scripts_base_client_py_scripts_base_client_configmanager_validate_google_credentials"
    },
    {
      "label": ".get_required()",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/base_client.py",
      "source_location": "L198",
      "_origin": "ast",
      "community": 37,
      "norm_label": ".get_required()",
      "community_name": "Async API Client",
      "id": "custom_skills_23_seo_content_strategy_code_scripts_base_client_py_scripts_base_client_configmanager_get_required"
    },
    {
      "label": "Base Client - Shared async client utilities ====================================",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/base_client.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 37,
      "norm_label": "base client - shared async client utilities ====================================",
      "community_name": "Async API Client",
      "id": "custom_skills_23_seo_content_strategy_code_scripts_base_client_py_scripts_base_client_rationale_1"
    },
    {
      "label": "Rate limiter using token bucket algorithm.",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/base_client.py",
      "source_location": "L36",
      "_origin": "ast",
      "community": 37,
      "norm_label": "rate limiter using token bucket algorithm.",
      "community_name": "Async API Client",
      "id": "custom_skills_23_seo_content_strategy_code_scripts_base_client_py_scripts_base_client_rationale_36"
    },
    {
      "label": "Initialize rate limiter.          Args:             rate: Number of requests all",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/base_client.py",
      "source_location": "L39",
      "_origin": "ast",
      "community": 37,
      "norm_label": "initialize rate limiter.          args:             rate: number of requests all",
      "community_name": "Async API Client",
      "id": "custom_skills_23_seo_content_strategy_code_scripts_base_client_py_scripts_base_client_rationale_39"
    },
    {
      "label": "Acquire a token, waiting if necessary.",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/base_client.py",
      "source_location": "L53",
      "_origin": "ast",
      "community": 37,
      "norm_label": "acquire a token, waiting if necessary.",
      "community_name": "Async API Client",
      "id": "custom_skills_23_seo_content_strategy_code_scripts_base_client_py_scripts_base_client_rationale_53"
    },
    {
      "label": "Base class for async API clients with rate limiting.",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/base_client.py",
      "source_location": "L69",
      "_origin": "ast",
      "community": 37,
      "norm_label": "base class for async api clients with rate limiting.",
      "community_name": "Async API Client",
      "id": "custom_skills_23_seo_content_strategy_code_scripts_base_client_py_scripts_base_client_rationale_69"
    },
    {
      "label": "Initialize base client.          Args:             max_concurrent: Maximum concu",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/base_client.py",
      "source_location": "L77",
      "_origin": "ast",
      "community": 37,
      "norm_label": "initialize base client.          args:             max_concurrent: maximum concu",
      "community_name": "Async API Client",
      "id": "custom_skills_23_seo_content_strategy_code_scripts_base_client_py_scripts_base_client_rationale_77"
    },
    {
      "label": "Execute a request with rate limiting and retry.",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/base_client.py",
      "source_location": "L104",
      "_origin": "ast",
      "community": 37,
      "norm_label": "execute a request with rate limiting and retry.",
      "community_name": "Async API Client",
      "id": "custom_skills_23_seo_content_strategy_code_scripts_base_client_py_scripts_base_client_rationale_104"
    },
    {
      "label": "Execute multiple requests concurrently.",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/base_client.py",
      "source_location": "L122",
      "_origin": "ast",
      "community": 37,
      "norm_label": "execute multiple requests concurrently.",
      "community_name": "Async API Client",
      "id": "custom_skills_23_seo_content_strategy_code_scripts_base_client_py_scripts_base_client_rationale_122"
    },
    {
      "label": "Print request statistics.",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/base_client.py",
      "source_location": "L147",
      "_origin": "ast",
      "community": 37,
      "norm_label": "print request statistics.",
      "community_name": "Async API Client",
      "id": "custom_skills_23_seo_content_strategy_code_scripts_base_client_py_scripts_base_client_rationale_147"
    },
    {
      "label": "Manage API configuration and credentials.",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/base_client.py",
      "source_location": "L157",
      "_origin": "ast",
      "community": 37,
      "norm_label": "manage api configuration and credentials.",
      "community_name": "Async API Client",
      "id": "custom_skills_23_seo_content_strategy_code_scripts_base_client_py_scripts_base_client_rationale_157"
    },
    {
      "label": "Get Google service account credentials path.",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/base_client.py",
      "source_location": "L164",
      "_origin": "ast",
      "community": 37,
      "norm_label": "get google service account credentials path.",
      "community_name": "Async API Client",
      "id": "custom_skills_23_seo_content_strategy_code_scripts_base_client_py_scripts_base_client_rationale_164"
    },
    {
      "label": "Get PageSpeed Insights API key.",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/base_client.py",
      "source_location": "L173",
      "_origin": "ast",
      "community": 37,
      "norm_label": "get pagespeed insights api key.",
      "community_name": "Async API Client",
      "id": "custom_skills_23_seo_content_strategy_code_scripts_base_client_py_scripts_base_client_rationale_173"
    },
    {
      "label": "Get Custom Search API key.",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/base_client.py",
      "source_location": "L178",
      "_origin": "ast",
      "community": 37,
      "norm_label": "get custom search api key.",
      "community_name": "Async API Client",
      "id": "custom_skills_23_seo_content_strategy_code_scripts_base_client_py_scripts_base_client_rationale_178"
    },
    {
      "label": "Get Custom Search Engine ID.",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/base_client.py",
      "source_location": "L183",
      "_origin": "ast",
      "community": 37,
      "norm_label": "get custom search engine id.",
      "community_name": "Async API Client",
      "id": "custom_skills_23_seo_content_strategy_code_scripts_base_client_py_scripts_base_client_rationale_183"
    },
    {
      "label": "Get Notion API token.",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/base_client.py",
      "source_location": "L188",
      "_origin": "ast",
      "community": 37,
      "norm_label": "get notion api token.",
      "community_name": "Async API Client",
      "id": "custom_skills_23_seo_content_strategy_code_scripts_base_client_py_scripts_base_client_rationale_188"
    },
    {
      "label": "Validate Google credentials are configured.",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/base_client.py",
      "source_location": "L192",
      "_origin": "ast",
      "community": 37,
      "norm_label": "validate google credentials are configured.",
      "community_name": "Async API Client",
      "id": "custom_skills_23_seo_content_strategy_code_scripts_base_client_py_scripts_base_client_rationale_192"
    },
    {
      "label": "Get required environment variable or raise error.",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/base_client.py",
      "source_location": "L199",
      "_origin": "ast",
      "community": 37,
      "norm_label": "get required environment variable or raise error.",
      "community_name": "Async API Client",
      "id": "custom_skills_23_seo_content_strategy_code_scripts_base_client_py_scripts_base_client_rationale_199"
    },
    {
      "label": "content_auditor.py",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_auditor.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 20,
      "norm_label": "content_auditor.py",
      "community_name": "Content Freshness Auditor",
      "id": "scripts_content_auditor"
    },
    {
      "label": "ContentPage",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_auditor.py",
      "source_location": "L34",
      "_origin": "ast",
      "community": 20,
      "norm_label": "contentpage",
      "community_name": "Content Freshness Auditor",
      "id": "scripts_content_auditor_contentpage"
    },
    {
      "label": "ContentInventory",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_auditor.py",
      "source_location": "L52",
      "_origin": "ast",
      "community": 20,
      "norm_label": "contentinventory",
      "community_name": "Content Freshness Auditor",
      "id": "scripts_content_auditor_contentinventory"
    },
    {
      "label": "ContentAuditResult",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_auditor.py",
      "source_location": "L63",
      "_origin": "ast",
      "community": 20,
      "norm_label": "contentauditresult",
      "community_name": "Content Freshness Auditor",
      "id": "scripts_content_auditor_contentauditresult"
    },
    {
      "label": "ContentAuditor",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_auditor.py",
      "source_location": "L129",
      "_origin": "ast",
      "community": 20,
      "norm_label": "contentauditor",
      "community_name": "Content Freshness Auditor",
      "id": "scripts_content_auditor_contentauditor"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_auditor.py",
      "source_location": "L132",
      "_origin": "ast",
      "community": 20,
      "norm_label": ".__init__()",
      "community_name": "Content Freshness Auditor",
      "id": "scripts_content_auditor_contentauditor_init"
    },
    {
      "label": "._ensure_session()",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_auditor.py",
      "source_location": "L136",
      "_origin": "ast",
      "community": 20,
      "norm_label": "._ensure_session()",
      "community_name": "Content Freshness Auditor",
      "id": "scripts_content_auditor_contentauditor_ensure_session"
    },
    {
      "label": "ClientSession",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_auditor.py",
      "source_location": "L136",
      "_origin": "ast",
      "community": 20,
      "norm_label": "clientsession",
      "community_name": "Content Freshness Auditor",
      "id": "custom_skills_23_seo_content_strategy_code_scripts_content_auditor_py_clientsession"
    },
    {
      "label": ".close()",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_auditor.py",
      "source_location": "L142",
      "_origin": "ast",
      "community": 20,
      "norm_label": ".close()",
      "community_name": "Content Freshness Auditor",
      "id": "scripts_content_auditor_contentauditor_close"
    },
    {
      "label": ".get_top_pages()",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_auditor.py",
      "source_location": "L150",
      "_origin": "ast",
      "community": 20,
      "norm_label": ".get_top_pages()",
      "community_name": "Content Freshness Auditor",
      "id": "scripts_content_auditor_contentauditor_get_top_pages"
    },
    {
      "label": ".get_pages_by_traffic()",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_auditor.py",
      "source_location": "L182",
      "_origin": "ast",
      "community": 20,
      "norm_label": ".get_pages_by_traffic()",
      "community_name": "Content Freshness Auditor",
      "id": "scripts_content_auditor_contentauditor_get_pages_by_traffic"
    },
    {
      "label": ".crawl_sitemap()",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_auditor.py",
      "source_location": "L215",
      "_origin": "ast",
      "community": 20,
      "norm_label": ".crawl_sitemap()",
      "community_name": "Content Freshness Auditor",
      "id": "scripts_content_auditor_contentauditor_crawl_sitemap"
    },
    {
      "label": "._parse_sitemap()",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_auditor.py",
      "source_location": "L256",
      "_origin": "ast",
      "community": 20,
      "norm_label": "._parse_sitemap()",
      "community_name": "Content Freshness Auditor",
      "id": "scripts_content_auditor_contentauditor_parse_sitemap"
    },
    {
      "label": ".classify_content_type()",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_auditor.py",
      "source_location": "L278",
      "_origin": "ast",
      "community": 20,
      "norm_label": ".classify_content_type()",
      "community_name": "Content Freshness Auditor",
      "id": "scripts_content_auditor_contentauditor_classify_content_type"
    },
    {
      "label": ".score_performance()",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_auditor.py",
      "source_location": "L304",
      "_origin": "ast",
      "community": 20,
      "norm_label": ".score_performance()",
      "community_name": "Content Freshness Auditor",
      "id": "scripts_content_auditor_contentauditor_score_performance"
    },
    {
      "label": ".detect_decay()",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_auditor.py",
      "source_location": "L327",
      "_origin": "ast",
      "community": 20,
      "norm_label": ".detect_decay()",
      "community_name": "Content Freshness Auditor",
      "id": "scripts_content_auditor_contentauditor_detect_decay"
    },
    {
      "label": ".analyze_freshness()",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_auditor.py",
      "source_location": "L366",
      "_origin": "ast",
      "community": 20,
      "norm_label": ".analyze_freshness()",
      "community_name": "Content Freshness Auditor",
      "id": "scripts_content_auditor_contentauditor_analyze_freshness"
    },
    {
      "label": ".identify_korean_patterns()",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_auditor.py",
      "source_location": "L411",
      "_origin": "ast",
      "community": 20,
      "norm_label": ".identify_korean_patterns()",
      "community_name": "Content Freshness Auditor",
      "id": "scripts_content_auditor_contentauditor_identify_korean_patterns"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_auditor.py",
      "source_location": "L411",
      "_origin": "ast",
      "community": 20,
      "norm_label": "any",
      "community_name": "Content Freshness Auditor",
      "id": "custom_skills_23_seo_content_strategy_code_scripts_content_auditor_py_any"
    },
    {
      "label": ".audit()",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_auditor.py",
      "source_location": "L451",
      "_origin": "ast",
      "community": 20,
      "norm_label": ".audit()",
      "community_name": "Content Freshness Auditor",
      "id": "scripts_content_auditor_contentauditor_audit"
    },
    {
      "label": "._generate_recommendations()",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_auditor.py",
      "source_location": "L578",
      "_origin": "ast",
      "community": 20,
      "norm_label": "._generate_recommendations()",
      "community_name": "Content Freshness Auditor",
      "id": "scripts_content_auditor_contentauditor_generate_recommendations"
    },
    {
      "label": "build_parser()",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_auditor.py",
      "source_location": "L633",
      "_origin": "ast",
      "community": 20,
      "norm_label": "build_parser()",
      "community_name": "Content Freshness Auditor",
      "id": "scripts_content_auditor_build_parser"
    },
    {
      "label": "ArgumentParser",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_auditor.py",
      "source_location": "L633",
      "_origin": "ast",
      "community": 20,
      "norm_label": "argumentparser",
      "community_name": "Content Freshness Auditor",
      "id": "custom_skills_23_seo_content_strategy_code_scripts_content_auditor_py_argumentparser"
    },
    {
      "label": "format_text_report()",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_auditor.py",
      "source_location": "L646",
      "_origin": "ast",
      "community": 20,
      "norm_label": "format_text_report()",
      "community_name": "Content Freshness Auditor",
      "id": "scripts_content_auditor_format_text_report"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_auditor.py",
      "source_location": "L685",
      "_origin": "ast",
      "community": 20,
      "norm_label": "main()",
      "community_name": "Content Freshness Auditor",
      "id": "scripts_content_auditor_main"
    },
    {
      "label": "Content Auditor - SEO Content Inventory & Performance Analysis =================",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_auditor.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 20,
      "norm_label": "content auditor - seo content inventory & performance analysis =================",
      "community_name": "Content Freshness Auditor",
      "id": "scripts_content_auditor_rationale_1"
    },
    {
      "label": "Single content page with performance metrics.",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_auditor.py",
      "source_location": "L35",
      "_origin": "ast",
      "community": 20,
      "norm_label": "single content page with performance metrics.",
      "community_name": "Content Freshness Auditor",
      "id": "scripts_content_auditor_rationale_35"
    },
    {
      "label": "Aggregated content inventory summary.",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_auditor.py",
      "source_location": "L53",
      "_origin": "ast",
      "community": 20,
      "norm_label": "aggregated content inventory summary.",
      "community_name": "Content Freshness Auditor",
      "id": "scripts_content_auditor_rationale_53"
    },
    {
      "label": "Full content audit result.",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_auditor.py",
      "source_location": "L64",
      "_origin": "ast",
      "community": 20,
      "norm_label": "full content audit result.",
      "community_name": "Content Freshness Auditor",
      "id": "scripts_content_auditor_rationale_64"
    },
    {
      "label": "Content auditor using Ahrefs API and sitemap crawling.",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_auditor.py",
      "source_location": "L130",
      "_origin": "ast",
      "community": 20,
      "norm_label": "content auditor using ahrefs api and sitemap crawling.",
      "community_name": "Content Freshness Auditor",
      "id": "scripts_content_auditor_rationale_130"
    },
    {
      "label": "Retrieve top pages via Ahrefs site-explorer-top-pages.          Returns list of",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_auditor.py",
      "source_location": "L151",
      "_origin": "ast",
      "community": 20,
      "norm_label": "retrieve top pages via ahrefs site-explorer-top-pages.          returns list of",
      "community_name": "Content Freshness Auditor",
      "id": "scripts_content_auditor_rationale_151"
    },
    {
      "label": "Retrieve pages sorted by organic traffic via Ahrefs site-explorer-pages-by-traff",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_auditor.py",
      "source_location": "L183",
      "_origin": "ast",
      "community": 20,
      "norm_label": "retrieve pages sorted by organic traffic via ahrefs site-explorer-pages-by-traff",
      "community_name": "Content Freshness Auditor",
      "id": "scripts_content_auditor_rationale_183"
    },
    {
      "label": "Discover URLs from sitemap.xml.",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_auditor.py",
      "source_location": "L216",
      "_origin": "ast",
      "community": 20,
      "norm_label": "discover urls from sitemap.xml.",
      "community_name": "Content Freshness Auditor",
      "id": "scripts_content_auditor_rationale_216"
    },
    {
      "label": "Parse a single sitemap XML and return URLs.",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_auditor.py",
      "source_location": "L257",
      "_origin": "ast",
      "community": 20,
      "norm_label": "parse a single sitemap xml and return urls.",
      "community_name": "Content Freshness Auditor",
      "id": "scripts_content_auditor_rationale_257"
    },
    {
      "label": "Classify content type based on URL path patterns and title.          Returns one",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_auditor.py",
      "source_location": "L279",
      "_origin": "ast",
      "community": 20,
      "norm_label": "classify content type based on url path patterns and title.          returns one",
      "community_name": "Content Freshness Auditor",
      "id": "scripts_content_auditor_rationale_279"
    },
    {
      "label": "Compute composite performance score (0-100) from traffic, keywords, backlinks.",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_auditor.py",
      "source_location": "L305",
      "_origin": "ast",
      "community": 20,
      "norm_label": "compute composite performance score (0-100) from traffic, keywords, backlinks.",
      "community_name": "Content Freshness Auditor",
      "id": "scripts_content_auditor_rationale_305"
    },
    {
      "label": "Flag pages with declining traffic trend.          Uses a simple heuristic: pages",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_auditor.py",
      "source_location": "L328",
      "_origin": "ast",
      "community": 20,
      "norm_label": "flag pages with declining traffic trend.          uses a simple heuristic: pages",
      "community_name": "Content Freshness Auditor",
      "id": "scripts_content_auditor_rationale_328"
    },
    {
      "label": "Categorize pages by freshness based on last_modified dates.          Returns dis",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_auditor.py",
      "source_location": "L367",
      "_origin": "ast",
      "community": 20,
      "norm_label": "categorize pages by freshness based on last_modified dates.          returns dis",
      "community_name": "Content Freshness Auditor",
      "id": "scripts_content_auditor_rationale_367"
    },
    {
      "label": "Detect Korean content patterns across pages.          Identifies Naver Blog styl",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_auditor.py",
      "source_location": "L412",
      "_origin": "ast",
      "community": 20,
      "norm_label": "detect korean content patterns across pages.          identifies naver blog styl",
      "community_name": "Content Freshness Auditor",
      "id": "scripts_content_auditor_rationale_412"
    },
    {
      "label": "Run full content audit: inventory, scoring, decay, Korean patterns.          Arg",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_auditor.py",
      "source_location": "L458",
      "_origin": "ast",
      "community": 20,
      "norm_label": "run full content audit: inventory, scoring, decay, korean patterns.          arg",
      "community_name": "Content Freshness Auditor",
      "id": "scripts_content_auditor_rationale_458"
    },
    {
      "label": "Generate actionable recommendations from audit data.",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_auditor.py",
      "source_location": "L579",
      "_origin": "ast",
      "community": 20,
      "norm_label": "generate actionable recommendations from audit data.",
      "community_name": "Content Freshness Auditor",
      "id": "scripts_content_auditor_rationale_579"
    },
    {
      "label": "Format audit result as human-readable text.",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_auditor.py",
      "source_location": "L647",
      "_origin": "ast",
      "community": 20,
      "norm_label": "format audit result as human-readable text.",
      "community_name": "Content Freshness Auditor",
      "id": "scripts_content_auditor_rationale_647"
    },
    {
      "label": "content_brief_generator.py",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_brief_generator.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 23,
      "norm_label": "content_brief_generator.py",
      "community_name": "Content Brief Generator",
      "id": "scripts_content_brief_generator"
    },
    {
      "label": "OutlineSection",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_brief_generator.py",
      "source_location": "L35",
      "_origin": "ast",
      "community": 23,
      "norm_label": "outlinesection",
      "community_name": "Content Brief Generator",
      "id": "scripts_content_brief_generator_outlinesection"
    },
    {
      "label": "CompetitorPageAnalysis",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_brief_generator.py",
      "source_location": "L45",
      "_origin": "ast",
      "community": 23,
      "norm_label": "competitorpageanalysis",
      "community_name": "Content Brief Generator",
      "id": "scripts_content_brief_generator_competitorpageanalysis"
    },
    {
      "label": "ContentBrief",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_brief_generator.py",
      "source_location": "L60",
      "_origin": "ast",
      "community": 23,
      "norm_label": "contentbrief",
      "community_name": "Content Brief Generator",
      "id": "scripts_content_brief_generator_contentbrief"
    },
    {
      "label": "ContentBriefGenerator",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_brief_generator.py",
      "source_location": "L139",
      "_origin": "ast",
      "community": 23,
      "norm_label": "contentbriefgenerator",
      "community_name": "Content Brief Generator",
      "id": "scripts_content_brief_generator_contentbriefgenerator"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_brief_generator.py",
      "source_location": "L142",
      "_origin": "ast",
      "community": 23,
      "norm_label": ".__init__()",
      "community_name": "Content Brief Generator",
      "id": "scripts_content_brief_generator_contentbriefgenerator_init"
    },
    {
      "label": "._ensure_session()",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_brief_generator.py",
      "source_location": "L146",
      "_origin": "ast",
      "community": 23,
      "norm_label": "._ensure_session()",
      "community_name": "Content Brief Generator",
      "id": "scripts_content_brief_generator_contentbriefgenerator_ensure_session"
    },
    {
      "label": "ClientSession",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_brief_generator.py",
      "source_location": "L146",
      "_origin": "ast",
      "community": 23,
      "norm_label": "clientsession",
      "community_name": "Content Brief Generator",
      "id": "custom_skills_23_seo_content_strategy_code_scripts_content_brief_generator_py_clientsession"
    },
    {
      "label": ".close()",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_brief_generator.py",
      "source_location": "L155",
      "_origin": "ast",
      "community": 23,
      "norm_label": ".close()",
      "community_name": "Content Brief Generator",
      "id": "scripts_content_brief_generator_contentbriefgenerator_close"
    },
    {
      "label": ".analyze_top_results()",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_brief_generator.py",
      "source_location": "L163",
      "_origin": "ast",
      "community": 23,
      "norm_label": ".analyze_top_results()",
      "community_name": "Content Brief Generator",
      "id": "scripts_content_brief_generator_contentbriefgenerator_analyze_top_results"
    },
    {
      "label": "._analyze_page_content()",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_brief_generator.py",
      "source_location": "L217",
      "_origin": "ast",
      "community": 23,
      "norm_label": "._analyze_page_content()",
      "community_name": "Content Brief Generator",
      "id": "scripts_content_brief_generator_contentbriefgenerator_analyze_page_content"
    },
    {
      "label": ".extract_outline()",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_brief_generator.py",
      "source_location": "L259",
      "_origin": "ast",
      "community": 23,
      "norm_label": ".extract_outline()",
      "community_name": "Content Brief Generator",
      "id": "scripts_content_brief_generator_contentbriefgenerator_extract_outline"
    },
    {
      "label": ".suggest_keywords()",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_brief_generator.py",
      "source_location": "L334",
      "_origin": "ast",
      "community": 23,
      "norm_label": ".suggest_keywords()",
      "community_name": "Content Brief Generator",
      "id": "scripts_content_brief_generator_contentbriefgenerator_suggest_keywords"
    },
    {
      "label": ".calculate_word_count()",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_brief_generator.py",
      "source_location": "L393",
      "_origin": "ast",
      "community": 23,
      "norm_label": ".calculate_word_count()",
      "community_name": "Content Brief Generator",
      "id": "scripts_content_brief_generator_contentbriefgenerator_calculate_word_count"
    },
    {
      "label": ".suggest_internal_links()",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_brief_generator.py",
      "source_location": "L413",
      "_origin": "ast",
      "community": 23,
      "norm_label": ".suggest_internal_links()",
      "community_name": "Content Brief Generator",
      "id": "scripts_content_brief_generator_contentbriefgenerator_suggest_internal_links"
    },
    {
      "label": ".detect_search_intent()",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_brief_generator.py",
      "source_location": "L484",
      "_origin": "ast",
      "community": 23,
      "norm_label": ".detect_search_intent()",
      "community_name": "Content Brief Generator",
      "id": "scripts_content_brief_generator_contentbriefgenerator_detect_search_intent"
    },
    {
      "label": ".generate()",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_brief_generator.py",
      "source_location": "L502",
      "_origin": "ast",
      "community": 23,
      "norm_label": ".generate()",
      "community_name": "Content Brief Generator",
      "id": "scripts_content_brief_generator_contentbriefgenerator_generate"
    },
    {
      "label": "._generate_title()",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_brief_generator.py",
      "source_location": "L576",
      "_origin": "ast",
      "community": 23,
      "norm_label": "._generate_title()",
      "community_name": "Content Brief Generator",
      "id": "scripts_content_brief_generator_contentbriefgenerator_generate_title"
    },
    {
      "label": "._generate_meta_description()",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_brief_generator.py",
      "source_location": "L588",
      "_origin": "ast",
      "community": 23,
      "norm_label": "._generate_meta_description()",
      "community_name": "Content Brief Generator",
      "id": "scripts_content_brief_generator_contentbriefgenerator_generate_meta_description"
    },
    {
      "label": "._suggest_format()",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_brief_generator.py",
      "source_location": "L611",
      "_origin": "ast",
      "community": 23,
      "norm_label": "._suggest_format()",
      "community_name": "Content Brief Generator",
      "id": "scripts_content_brief_generator_contentbriefgenerator_suggest_format"
    },
    {
      "label": "build_parser()",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_brief_generator.py",
      "source_location": "L633",
      "_origin": "ast",
      "community": 23,
      "norm_label": "build_parser()",
      "community_name": "Content Brief Generator",
      "id": "scripts_content_brief_generator_build_parser"
    },
    {
      "label": "ArgumentParser",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_brief_generator.py",
      "source_location": "L633",
      "_origin": "ast",
      "community": 23,
      "norm_label": "argumentparser",
      "community_name": "Content Brief Generator",
      "id": "custom_skills_23_seo_content_strategy_code_scripts_content_brief_generator_py_argumentparser"
    },
    {
      "label": "format_text_report()",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_brief_generator.py",
      "source_location": "L645",
      "_origin": "ast",
      "community": 23,
      "norm_label": "format_text_report()",
      "community_name": "Content Brief Generator",
      "id": "scripts_content_brief_generator_format_text_report"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_brief_generator.py",
      "source_location": "L708",
      "_origin": "ast",
      "community": 23,
      "norm_label": "main()",
      "community_name": "Content Brief Generator",
      "id": "scripts_content_brief_generator_main"
    },
    {
      "label": "Content Brief Generator - SEO Content Brief Creation ===========================",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_brief_generator.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 23,
      "norm_label": "content brief generator - seo content brief creation ===========================",
      "community_name": "Content Brief Generator",
      "id": "scripts_content_brief_generator_rationale_1"
    },
    {
      "label": "A single heading section in the content outline.",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_brief_generator.py",
      "source_location": "L36",
      "_origin": "ast",
      "community": 23,
      "norm_label": "a single heading section in the content outline.",
      "community_name": "Content Brief Generator",
      "id": "scripts_content_brief_generator_rationale_36"
    },
    {
      "label": "Analysis of a single competitor page for the target keyword.",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_brief_generator.py",
      "source_location": "L46",
      "_origin": "ast",
      "community": 23,
      "norm_label": "analysis of a single competitor page for the target keyword.",
      "community_name": "Content Brief Generator",
      "id": "scripts_content_brief_generator_rationale_46"
    },
    {
      "label": "Complete SEO content brief.",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_brief_generator.py",
      "source_location": "L61",
      "_origin": "ast",
      "community": 23,
      "norm_label": "complete seo content brief.",
      "community_name": "Content Brief Generator",
      "id": "scripts_content_brief_generator_rationale_61"
    },
    {
      "label": "Generate comprehensive SEO content briefs.",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_brief_generator.py",
      "source_location": "L140",
      "_origin": "ast",
      "community": 23,
      "norm_label": "generate comprehensive seo content briefs.",
      "community_name": "Content Brief Generator",
      "id": "scripts_content_brief_generator_rationale_140"
    },
    {
      "label": "Analyze top ranking pages for a keyword using Ahrefs SERP data.          Falls b",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_brief_generator.py",
      "source_location": "L169",
      "_origin": "ast",
      "community": 23,
      "norm_label": "analyze top ranking pages for a keyword using ahrefs serp data.          falls b",
      "community_name": "Content Brief Generator",
      "id": "scripts_content_brief_generator_rationale_169"
    },
    {
      "label": "Parse HTML and extract content metrics.",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_brief_generator.py",
      "source_location": "L218",
      "_origin": "ast",
      "community": 23,
      "norm_label": "parse html and extract content metrics.",
      "community_name": "Content Brief Generator",
      "id": "scripts_content_brief_generator_rationale_218"
    },
    {
      "label": "Build recommended H2/H3 outline by aggregating competitor headings.          Ide",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_brief_generator.py",
      "source_location": "L264",
      "_origin": "ast",
      "community": 23,
      "norm_label": "build recommended h2/h3 outline by aggregating competitor headings.          ide",
      "community_name": "Content Brief Generator",
      "id": "scripts_content_brief_generator_rationale_264"
    },
    {
      "label": "Generate primary, secondary, and LSI keyword suggestions.          Uses Ahrefs r",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_brief_generator.py",
      "source_location": "L335",
      "_origin": "ast",
      "community": 23,
      "norm_label": "generate primary, secondary, and lsi keyword suggestions.          uses ahrefs r",
      "community_name": "Content Brief Generator",
      "id": "scripts_content_brief_generator_rationale_335"
    },
    {
      "label": "Calculate target word count based on top 5 ranking pages.          Returns the a",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_brief_generator.py",
      "source_location": "L394",
      "_origin": "ast",
      "community": 23,
      "norm_label": "calculate target word count based on top 5 ranking pages.          returns the a",
      "community_name": "Content Brief Generator",
      "id": "scripts_content_brief_generator_rationale_394"
    },
    {
      "label": "Find related existing pages on the site for internal linking.          Uses Ahre",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_brief_generator.py",
      "source_location": "L418",
      "_origin": "ast",
      "community": 23,
      "norm_label": "find related existing pages on the site for internal linking.          uses ahre",
      "community_name": "Content Brief Generator",
      "id": "scripts_content_brief_generator_rationale_418"
    },
    {
      "label": "Classify keyword search intent.",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_brief_generator.py",
      "source_location": "L485",
      "_origin": "ast",
      "community": 23,
      "norm_label": "classify keyword search intent.",
      "community_name": "Content Brief Generator",
      "id": "scripts_content_brief_generator_rationale_485"
    },
    {
      "label": "Generate a comprehensive SEO content brief.          Args:             keyword:",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_brief_generator.py",
      "source_location": "L508",
      "_origin": "ast",
      "community": 23,
      "norm_label": "generate a comprehensive seo content brief.          args:             keyword:",
      "community_name": "Content Brief Generator",
      "id": "scripts_content_brief_generator_rationale_508"
    },
    {
      "label": "Generate a suggested title based on keyword and intent.",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_brief_generator.py",
      "source_location": "L577",
      "_origin": "ast",
      "community": 23,
      "norm_label": "generate a suggested title based on keyword and intent.",
      "community_name": "Content Brief Generator",
      "id": "scripts_content_brief_generator_rationale_577"
    },
    {
      "label": "Generate a suggested meta description.",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_brief_generator.py",
      "source_location": "L589",
      "_origin": "ast",
      "community": 23,
      "norm_label": "generate a suggested meta description.",
      "community_name": "Content Brief Generator",
      "id": "scripts_content_brief_generator_rationale_589"
    },
    {
      "label": "Suggest content format based on intent and competitor analysis.",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_brief_generator.py",
      "source_location": "L612",
      "_origin": "ast",
      "community": 23,
      "norm_label": "suggest content format based on intent and competitor analysis.",
      "community_name": "Content Brief Generator",
      "id": "scripts_content_brief_generator_rationale_612"
    },
    {
      "label": "Format content brief as human-readable text.",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_brief_generator.py",
      "source_location": "L646",
      "_origin": "ast",
      "community": 23,
      "norm_label": "format content brief as human-readable text.",
      "community_name": "Content Brief Generator",
      "id": "scripts_content_brief_generator_rationale_646"
    },
    {
      "label": "content_gap_analyzer.py",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_gap_analyzer.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 164,
      "norm_label": "content_gap_analyzer.py",
      "community_name": "Content Gap Analyzer",
      "id": "scripts_content_gap_analyzer"
    },
    {
      "label": "TopicGap",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_gap_analyzer.py",
      "source_location": "L36",
      "_origin": "ast",
      "community": 230,
      "norm_label": "topicgap",
      "community_name": "Content Gap Analyzer",
      "id": "scripts_content_gap_analyzer_topicgap"
    },
    {
      "label": "TopicCluster",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_gap_analyzer.py",
      "source_location": "L48",
      "_origin": "ast",
      "community": 203,
      "norm_label": "topiccluster",
      "community_name": "Content Gap Analyzer",
      "id": "scripts_content_gap_analyzer_topiccluster"
    },
    {
      "label": "CalendarEntry",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_gap_analyzer.py",
      "source_location": "L59",
      "_origin": "ast",
      "community": 203,
      "norm_label": "calendarentry",
      "community_name": "Content Gap Analyzer",
      "id": "scripts_content_gap_analyzer_calendarentry"
    },
    {
      "label": "ContentGapResult",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_gap_analyzer.py",
      "source_location": "L73",
      "_origin": "ast",
      "community": 164,
      "norm_label": "contentgapresult",
      "community_name": "Content Gap Analyzer",
      "id": "scripts_content_gap_analyzer_contentgapresult"
    },
    {
      "label": "ContentGapAnalyzer",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_gap_analyzer.py",
      "source_location": "L108",
      "_origin": "ast",
      "community": 158,
      "norm_label": "contentgapanalyzer",
      "community_name": "Content Gap Analyzer",
      "id": "scripts_content_gap_analyzer_contentgapanalyzer"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_gap_analyzer.py",
      "source_location": "L111",
      "_origin": "ast",
      "community": 158,
      "norm_label": ".__init__()",
      "community_name": "Content Gap Analyzer",
      "id": "scripts_content_gap_analyzer_contentgapanalyzer_init"
    },
    {
      "label": ".get_competitor_topics()",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_gap_analyzer.py",
      "source_location": "L118",
      "_origin": "ast",
      "community": 158,
      "norm_label": ".get_competitor_topics()",
      "community_name": "Content Gap Analyzer",
      "id": "scripts_content_gap_analyzer_contentgapanalyzer_get_competitor_topics"
    },
    {
      "label": ".get_target_keywords()",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_gap_analyzer.py",
      "source_location": "L152",
      "_origin": "ast",
      "community": 158,
      "norm_label": ".get_target_keywords()",
      "community_name": "Content Gap Analyzer",
      "id": "scripts_content_gap_analyzer_contentgapanalyzer_get_target_keywords"
    },
    {
      "label": ".get_organic_competitors()",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_gap_analyzer.py",
      "source_location": "L176",
      "_origin": "ast",
      "community": 158,
      "norm_label": ".get_organic_competitors()",
      "community_name": "Content Gap Analyzer",
      "id": "scripts_content_gap_analyzer_contentgapanalyzer_get_organic_competitors"
    },
    {
      "label": ".find_topic_gaps()",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_gap_analyzer.py",
      "source_location": "L204",
      "_origin": "ast",
      "community": 158,
      "norm_label": ".find_topic_gaps()",
      "community_name": "Content Gap Analyzer",
      "id": "scripts_content_gap_analyzer_contentgapanalyzer_find_topic_gaps"
    },
    {
      "label": "._suggest_content_type()",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_gap_analyzer.py",
      "source_location": "L288",
      "_origin": "ast",
      "community": 158,
      "norm_label": "._suggest_content_type()",
      "community_name": "Content Gap Analyzer",
      "id": "scripts_content_gap_analyzer_contentgapanalyzer_suggest_content_type"
    },
    {
      "label": ".build_topic_clusters()",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_gap_analyzer.py",
      "source_location": "L305",
      "_origin": "ast",
      "community": 203,
      "norm_label": ".build_topic_clusters()",
      "community_name": "Content Gap Analyzer",
      "id": "scripts_content_gap_analyzer_contentgapanalyzer_build_topic_clusters"
    },
    {
      "label": ".generate_calendar()",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_gap_analyzer.py",
      "source_location": "L384",
      "_origin": "ast",
      "community": 203,
      "norm_label": ".generate_calendar()",
      "community_name": "Content Gap Analyzer",
      "id": "scripts_content_gap_analyzer_contentgapanalyzer_generate_calendar"
    },
    {
      "label": ".detect_korean_opportunities()",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_gap_analyzer.py",
      "source_location": "L467",
      "_origin": "ast",
      "community": 230,
      "norm_label": ".detect_korean_opportunities()",
      "community_name": "Content Gap Analyzer",
      "id": "scripts_content_gap_analyzer_contentgapanalyzer_detect_korean_opportunities"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_gap_analyzer.py",
      "source_location": "L467",
      "_origin": "ast",
      "community": 230,
      "norm_label": "any",
      "community_name": "Content Gap Analyzer",
      "id": "custom_skills_23_seo_content_strategy_code_scripts_content_gap_analyzer_py_any"
    },
    {
      "label": ".analyze()",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_gap_analyzer.py",
      "source_location": "L490",
      "_origin": "ast",
      "community": 164,
      "norm_label": ".analyze()",
      "community_name": "Content Gap Analyzer",
      "id": "scripts_content_gap_analyzer_contentgapanalyzer_analyze"
    },
    {
      "label": "._generate_recommendations()",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_gap_analyzer.py",
      "source_location": "L550",
      "_origin": "ast",
      "community": 164,
      "norm_label": "._generate_recommendations()",
      "community_name": "Content Gap Analyzer",
      "id": "scripts_content_gap_analyzer_contentgapanalyzer_generate_recommendations"
    },
    {
      "label": "build_parser()",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_gap_analyzer.py",
      "source_location": "L601",
      "_origin": "ast",
      "community": 164,
      "norm_label": "build_parser()",
      "community_name": "Content Gap Analyzer",
      "id": "scripts_content_gap_analyzer_build_parser"
    },
    {
      "label": "ArgumentParser",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_gap_analyzer.py",
      "source_location": "L601",
      "_origin": "ast",
      "community": 164,
      "norm_label": "argumentparser",
      "community_name": "Content Gap Analyzer",
      "id": "custom_skills_23_seo_content_strategy_code_scripts_content_gap_analyzer_py_argumentparser"
    },
    {
      "label": "format_text_report()",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_gap_analyzer.py",
      "source_location": "L616",
      "_origin": "ast",
      "community": 164,
      "norm_label": "format_text_report()",
      "community_name": "Content Gap Analyzer",
      "id": "scripts_content_gap_analyzer_format_text_report"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_gap_analyzer.py",
      "source_location": "L667",
      "_origin": "ast",
      "community": 164,
      "norm_label": "main()",
      "community_name": "Content Gap Analyzer",
      "id": "scripts_content_gap_analyzer_main"
    },
    {
      "label": "Content Gap Analyzer - Topic Gap Detection & Cluster Mapping ===================",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_gap_analyzer.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 164,
      "norm_label": "content gap analyzer - topic gap detection & cluster mapping ===================",
      "community_name": "Content Gap Analyzer",
      "id": "scripts_content_gap_analyzer_rationale_1"
    },
    {
      "label": "A topic present in competitors but missing from target.",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_gap_analyzer.py",
      "source_location": "L37",
      "_origin": "ast",
      "community": 230,
      "norm_label": "a topic present in competitors but missing from target.",
      "community_name": "Content Gap Analyzer",
      "id": "scripts_content_gap_analyzer_rationale_37"
    },
    {
      "label": "Topic cluster with pillar and supporting cluster pages.",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_gap_analyzer.py",
      "source_location": "L49",
      "_origin": "ast",
      "community": 203,
      "norm_label": "topic cluster with pillar and supporting cluster pages.",
      "community_name": "Content Gap Analyzer",
      "id": "scripts_content_gap_analyzer_rationale_49"
    },
    {
      "label": "Prioritized editorial calendar entry.",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_gap_analyzer.py",
      "source_location": "L60",
      "_origin": "ast",
      "community": 203,
      "norm_label": "prioritized editorial calendar entry.",
      "community_name": "Content Gap Analyzer",
      "id": "scripts_content_gap_analyzer_rationale_60"
    },
    {
      "label": "Full content gap analysis result.",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_gap_analyzer.py",
      "source_location": "L74",
      "_origin": "ast",
      "community": 164,
      "norm_label": "full content gap analysis result.",
      "community_name": "Content Gap Analyzer",
      "id": "scripts_content_gap_analyzer_rationale_74"
    },
    {
      "label": "Analyze content gaps between target and competitor sites.",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_gap_analyzer.py",
      "source_location": "L109",
      "_origin": "ast",
      "community": 158,
      "norm_label": "analyze content gaps between target and competitor sites.",
      "community_name": "Content Gap Analyzer",
      "id": "scripts_content_gap_analyzer_rationale_109"
    },
    {
      "label": "Get top pages and keywords for a competitor via Ahrefs.          Returns list of",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_gap_analyzer.py",
      "source_location": "L119",
      "_origin": "ast",
      "community": 158,
      "norm_label": "get top pages and keywords for a competitor via ahrefs.          returns list of",
      "community_name": "Content Gap Analyzer",
      "id": "scripts_content_gap_analyzer_rationale_119"
    },
    {
      "label": "Get the set of keywords the target site already ranks for.",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_gap_analyzer.py",
      "source_location": "L153",
      "_origin": "ast",
      "community": 158,
      "norm_label": "get the set of keywords the target site already ranks for.",
      "community_name": "Content Gap Analyzer",
      "id": "scripts_content_gap_analyzer_rationale_153"
    },
    {
      "label": "Discover organic competitors via Ahrefs.",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_gap_analyzer.py",
      "source_location": "L177",
      "_origin": "ast",
      "community": 158,
      "norm_label": "discover organic competitors via ahrefs.",
      "community_name": "Content Gap Analyzer",
      "id": "scripts_content_gap_analyzer_rationale_177"
    },
    {
      "label": "Identify topics covered by competitors but missing from target.          Returns",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_gap_analyzer.py",
      "source_location": "L209",
      "_origin": "ast",
      "community": 158,
      "norm_label": "identify topics covered by competitors but missing from target.          returns",
      "community_name": "Content Gap Analyzer",
      "id": "scripts_content_gap_analyzer_rationale_209"
    },
    {
      "label": "Suggest content type based on topic keywords.",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_gap_analyzer.py",
      "source_location": "L289",
      "_origin": "ast",
      "community": 158,
      "norm_label": "suggest content type based on topic keywords.",
      "community_name": "Content Gap Analyzer",
      "id": "scripts_content_gap_analyzer_rationale_289"
    },
    {
      "label": "Group topics into pillar/cluster structure using TF-IDF + hierarchical clusterin",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_gap_analyzer.py",
      "source_location": "L311",
      "_origin": "ast",
      "community": 203,
      "norm_label": "group topics into pillar/cluster structure using tf-idf + hierarchical clusterin",
      "community_name": "Content Gap Analyzer",
      "id": "scripts_content_gap_analyzer_rationale_311"
    },
    {
      "label": "Generate prioritized editorial calendar from gaps and clusters.          Args:",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_gap_analyzer.py",
      "source_location": "L391",
      "_origin": "ast",
      "community": 203,
      "norm_label": "generate prioritized editorial calendar from gaps and clusters.          args:",
      "community_name": "Content Gap Analyzer",
      "id": "scripts_content_gap_analyzer_rationale_391"
    },
    {
      "label": "Detect Korean-market content opportunities in gaps.",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_gap_analyzer.py",
      "source_location": "L468",
      "_origin": "ast",
      "community": 230,
      "norm_label": "detect korean-market content opportunities in gaps.",
      "community_name": "Content Gap Analyzer",
      "id": "scripts_content_gap_analyzer_rationale_468"
    },
    {
      "label": "Run full content gap analysis.          Args:             target_url: Target web",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_gap_analyzer.py",
      "source_location": "L496",
      "_origin": "ast",
      "community": 164,
      "norm_label": "run full content gap analysis.          args:             target_url: target web",
      "community_name": "Content Gap Analyzer",
      "id": "scripts_content_gap_analyzer_rationale_496"
    },
    {
      "label": "Generate strategic recommendations from gap analysis.",
      "file_type": "rationale",
      "source_file": "custom-skills/23-seo-content-strategy/code/scripts/content_gap_analyzer.py",
      "source_location": "L551",
      "_origin": "ast",
      "community": 164,
      "norm_label": "generate strategic recommendations from gap analysis.",
      "community_name": "Content Gap Analyzer",
      "id": "scripts_content_gap_analyzer_rationale_551"
    },
    {
      "label": "base_client.py",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/base_client.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 38,
      "norm_label": "base_client.py",
      "community_name": "Async API Client",
      "id": "custom_skills_24_seo_ecommerce_code_scripts_base_client_py_scripts_base_client"
    },
    {
      "label": "RateLimiter",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/base_client.py",
      "source_location": "L35",
      "_origin": "ast",
      "community": 38,
      "norm_label": "ratelimiter",
      "community_name": "Async API Client",
      "id": "custom_skills_24_seo_ecommerce_code_scripts_base_client_py_scripts_base_client_ratelimiter"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/base_client.py",
      "source_location": "L38",
      "_origin": "ast",
      "community": 38,
      "norm_label": ".__init__()",
      "community_name": "Async API Client",
      "id": "custom_skills_24_seo_ecommerce_code_scripts_base_client_py_scripts_base_client_ratelimiter_init"
    },
    {
      "label": ".acquire()",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/base_client.py",
      "source_location": "L52",
      "_origin": "ast",
      "community": 38,
      "norm_label": ".acquire()",
      "community_name": "Async API Client",
      "id": "custom_skills_24_seo_ecommerce_code_scripts_base_client_py_scripts_base_client_ratelimiter_acquire"
    },
    {
      "label": "BaseAsyncClient",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/base_client.py",
      "source_location": "L68",
      "_origin": "ast",
      "community": 38,
      "norm_label": "baseasyncclient",
      "community_name": "Async API Client",
      "id": "custom_skills_24_seo_ecommerce_code_scripts_base_client_py_scripts_base_client_baseasyncclient"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/base_client.py",
      "source_location": "L71",
      "_origin": "ast",
      "community": 38,
      "norm_label": ".__init__()",
      "community_name": "Async API Client",
      "id": "custom_skills_24_seo_ecommerce_code_scripts_base_client_py_scripts_base_client_baseasyncclient_init"
    },
    {
      "label": "Logger",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/base_client.py",
      "source_location": "L71",
      "_origin": "ast",
      "community": 38,
      "norm_label": "logger",
      "community_name": "Async API Client",
      "id": "custom_skills_24_seo_ecommerce_code_scripts_base_client_py_logger"
    },
    {
      "label": "._rate_limited_request()",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/base_client.py",
      "source_location": "L100",
      "_origin": "ast",
      "community": 38,
      "norm_label": "._rate_limited_request()",
      "community_name": "Async API Client",
      "id": "custom_skills_24_seo_ecommerce_code_scripts_base_client_py_scripts_base_client_baseasyncclient_rate_limited_request"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/base_client.py",
      "source_location": "L100",
      "_origin": "ast",
      "community": 38,
      "norm_label": "any",
      "community_name": "Async API Client",
      "id": "custom_skills_24_seo_ecommerce_code_scripts_base_client_py_any"
    },
    {
      "label": ".batch_requests()",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/base_client.py",
      "source_location": "L117",
      "_origin": "ast",
      "community": 38,
      "norm_label": ".batch_requests()",
      "community_name": "Async API Client",
      "id": "custom_skills_24_seo_ecommerce_code_scripts_base_client_py_scripts_base_client_baseasyncclient_batch_requests"
    },
    {
      "label": ".print_stats()",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/base_client.py",
      "source_location": "L146",
      "_origin": "ast",
      "community": 38,
      "norm_label": ".print_stats()",
      "community_name": "Async API Client",
      "id": "custom_skills_24_seo_ecommerce_code_scripts_base_client_py_scripts_base_client_baseasyncclient_print_stats"
    },
    {
      "label": "ConfigManager",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/base_client.py",
      "source_location": "L156",
      "_origin": "ast",
      "community": 38,
      "norm_label": "configmanager",
      "community_name": "Async API Client",
      "id": "custom_skills_24_seo_ecommerce_code_scripts_base_client_py_scripts_base_client_configmanager"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/base_client.py",
      "source_location": "L159",
      "_origin": "ast",
      "community": 38,
      "norm_label": ".__init__()",
      "community_name": "Async API Client",
      "id": "custom_skills_24_seo_ecommerce_code_scripts_base_client_py_scripts_base_client_configmanager_init"
    },
    {
      "label": ".google_credentials_path()",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/base_client.py",
      "source_location": "L163",
      "_origin": "ast",
      "community": 38,
      "norm_label": ".google_credentials_path()",
      "community_name": "Async API Client",
      "id": "custom_skills_24_seo_ecommerce_code_scripts_base_client_py_scripts_base_client_configmanager_google_credentials_path"
    },
    {
      "label": ".pagespeed_api_key()",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/base_client.py",
      "source_location": "L172",
      "_origin": "ast",
      "community": 38,
      "norm_label": ".pagespeed_api_key()",
      "community_name": "Async API Client",
      "id": "custom_skills_24_seo_ecommerce_code_scripts_base_client_py_scripts_base_client_configmanager_pagespeed_api_key"
    },
    {
      "label": ".custom_search_api_key()",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/base_client.py",
      "source_location": "L177",
      "_origin": "ast",
      "community": 38,
      "norm_label": ".custom_search_api_key()",
      "community_name": "Async API Client",
      "id": "custom_skills_24_seo_ecommerce_code_scripts_base_client_py_scripts_base_client_configmanager_custom_search_api_key"
    },
    {
      "label": ".custom_search_engine_id()",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/base_client.py",
      "source_location": "L182",
      "_origin": "ast",
      "community": 38,
      "norm_label": ".custom_search_engine_id()",
      "community_name": "Async API Client",
      "id": "custom_skills_24_seo_ecommerce_code_scripts_base_client_py_scripts_base_client_configmanager_custom_search_engine_id"
    },
    {
      "label": ".notion_token()",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/base_client.py",
      "source_location": "L187",
      "_origin": "ast",
      "community": 38,
      "norm_label": ".notion_token()",
      "community_name": "Async API Client",
      "id": "custom_skills_24_seo_ecommerce_code_scripts_base_client_py_scripts_base_client_configmanager_notion_token"
    },
    {
      "label": ".validate_google_credentials()",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/base_client.py",
      "source_location": "L191",
      "_origin": "ast",
      "community": 38,
      "norm_label": ".validate_google_credentials()",
      "community_name": "Async API Client",
      "id": "custom_skills_24_seo_ecommerce_code_scripts_base_client_py_scripts_base_client_configmanager_validate_google_credentials"
    },
    {
      "label": ".get_required()",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/base_client.py",
      "source_location": "L198",
      "_origin": "ast",
      "community": 38,
      "norm_label": ".get_required()",
      "community_name": "Async API Client",
      "id": "custom_skills_24_seo_ecommerce_code_scripts_base_client_py_scripts_base_client_configmanager_get_required"
    },
    {
      "label": "Base Client - Shared async client utilities ====================================",
      "file_type": "rationale",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/base_client.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 38,
      "norm_label": "base client - shared async client utilities ====================================",
      "community_name": "Async API Client",
      "id": "custom_skills_24_seo_ecommerce_code_scripts_base_client_py_scripts_base_client_rationale_1"
    },
    {
      "label": "Rate limiter using token bucket algorithm.",
      "file_type": "rationale",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/base_client.py",
      "source_location": "L36",
      "_origin": "ast",
      "community": 38,
      "norm_label": "rate limiter using token bucket algorithm.",
      "community_name": "Async API Client",
      "id": "custom_skills_24_seo_ecommerce_code_scripts_base_client_py_scripts_base_client_rationale_36"
    },
    {
      "label": "Initialize rate limiter.          Args:             rate: Number of requests all",
      "file_type": "rationale",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/base_client.py",
      "source_location": "L39",
      "_origin": "ast",
      "community": 38,
      "norm_label": "initialize rate limiter.          args:             rate: number of requests all",
      "community_name": "Async API Client",
      "id": "custom_skills_24_seo_ecommerce_code_scripts_base_client_py_scripts_base_client_rationale_39"
    },
    {
      "label": "Acquire a token, waiting if necessary.",
      "file_type": "rationale",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/base_client.py",
      "source_location": "L53",
      "_origin": "ast",
      "community": 38,
      "norm_label": "acquire a token, waiting if necessary.",
      "community_name": "Async API Client",
      "id": "custom_skills_24_seo_ecommerce_code_scripts_base_client_py_scripts_base_client_rationale_53"
    },
    {
      "label": "Base class for async API clients with rate limiting.",
      "file_type": "rationale",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/base_client.py",
      "source_location": "L69",
      "_origin": "ast",
      "community": 38,
      "norm_label": "base class for async api clients with rate limiting.",
      "community_name": "Async API Client",
      "id": "custom_skills_24_seo_ecommerce_code_scripts_base_client_py_scripts_base_client_rationale_69"
    },
    {
      "label": "Initialize base client.          Args:             max_concurrent: Maximum concu",
      "file_type": "rationale",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/base_client.py",
      "source_location": "L77",
      "_origin": "ast",
      "community": 38,
      "norm_label": "initialize base client.          args:             max_concurrent: maximum concu",
      "community_name": "Async API Client",
      "id": "custom_skills_24_seo_ecommerce_code_scripts_base_client_py_scripts_base_client_rationale_77"
    },
    {
      "label": "Execute a request with rate limiting and retry.",
      "file_type": "rationale",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/base_client.py",
      "source_location": "L104",
      "_origin": "ast",
      "community": 38,
      "norm_label": "execute a request with rate limiting and retry.",
      "community_name": "Async API Client",
      "id": "custom_skills_24_seo_ecommerce_code_scripts_base_client_py_scripts_base_client_rationale_104"
    },
    {
      "label": "Execute multiple requests concurrently.",
      "file_type": "rationale",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/base_client.py",
      "source_location": "L122",
      "_origin": "ast",
      "community": 38,
      "norm_label": "execute multiple requests concurrently.",
      "community_name": "Async API Client",
      "id": "custom_skills_24_seo_ecommerce_code_scripts_base_client_py_scripts_base_client_rationale_122"
    },
    {
      "label": "Print request statistics.",
      "file_type": "rationale",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/base_client.py",
      "source_location": "L147",
      "_origin": "ast",
      "community": 38,
      "norm_label": "print request statistics.",
      "community_name": "Async API Client",
      "id": "custom_skills_24_seo_ecommerce_code_scripts_base_client_py_scripts_base_client_rationale_147"
    },
    {
      "label": "Manage API configuration and credentials.",
      "file_type": "rationale",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/base_client.py",
      "source_location": "L157",
      "_origin": "ast",
      "community": 38,
      "norm_label": "manage api configuration and credentials.",
      "community_name": "Async API Client",
      "id": "custom_skills_24_seo_ecommerce_code_scripts_base_client_py_scripts_base_client_rationale_157"
    },
    {
      "label": "Get Google service account credentials path.",
      "file_type": "rationale",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/base_client.py",
      "source_location": "L164",
      "_origin": "ast",
      "community": 38,
      "norm_label": "get google service account credentials path.",
      "community_name": "Async API Client",
      "id": "custom_skills_24_seo_ecommerce_code_scripts_base_client_py_scripts_base_client_rationale_164"
    },
    {
      "label": "Get PageSpeed Insights API key.",
      "file_type": "rationale",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/base_client.py",
      "source_location": "L173",
      "_origin": "ast",
      "community": 38,
      "norm_label": "get pagespeed insights api key.",
      "community_name": "Async API Client",
      "id": "custom_skills_24_seo_ecommerce_code_scripts_base_client_py_scripts_base_client_rationale_173"
    },
    {
      "label": "Get Custom Search API key.",
      "file_type": "rationale",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/base_client.py",
      "source_location": "L178",
      "_origin": "ast",
      "community": 38,
      "norm_label": "get custom search api key.",
      "community_name": "Async API Client",
      "id": "custom_skills_24_seo_ecommerce_code_scripts_base_client_py_scripts_base_client_rationale_178"
    },
    {
      "label": "Get Custom Search Engine ID.",
      "file_type": "rationale",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/base_client.py",
      "source_location": "L183",
      "_origin": "ast",
      "community": 38,
      "norm_label": "get custom search engine id.",
      "community_name": "Async API Client",
      "id": "custom_skills_24_seo_ecommerce_code_scripts_base_client_py_scripts_base_client_rationale_183"
    },
    {
      "label": "Get Notion API token.",
      "file_type": "rationale",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/base_client.py",
      "source_location": "L188",
      "_origin": "ast",
      "community": 38,
      "norm_label": "get notion api token.",
      "community_name": "Async API Client",
      "id": "custom_skills_24_seo_ecommerce_code_scripts_base_client_py_scripts_base_client_rationale_188"
    },
    {
      "label": "Validate Google credentials are configured.",
      "file_type": "rationale",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/base_client.py",
      "source_location": "L192",
      "_origin": "ast",
      "community": 38,
      "norm_label": "validate google credentials are configured.",
      "community_name": "Async API Client",
      "id": "custom_skills_24_seo_ecommerce_code_scripts_base_client_py_scripts_base_client_rationale_192"
    },
    {
      "label": "Get required environment variable or raise error.",
      "file_type": "rationale",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/base_client.py",
      "source_location": "L199",
      "_origin": "ast",
      "community": 38,
      "norm_label": "get required environment variable or raise error.",
      "community_name": "Async API Client",
      "id": "custom_skills_24_seo_ecommerce_code_scripts_base_client_py_scripts_base_client_rationale_199"
    },
    {
      "label": "ecommerce_auditor.py",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/ecommerce_auditor.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 8,
      "norm_label": "ecommerce_auditor.py",
      "community_name": "E-commerce SEO Auditor",
      "id": "scripts_ecommerce_auditor"
    },
    {
      "label": "ProductPageIssue",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/ecommerce_auditor.py",
      "source_location": "L35",
      "_origin": "ast",
      "community": 8,
      "norm_label": "productpageissue",
      "community_name": "E-commerce SEO Auditor",
      "id": "scripts_ecommerce_auditor_productpageissue"
    },
    {
      "label": "CategoryNode",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/ecommerce_auditor.py",
      "source_location": "L45",
      "_origin": "ast",
      "community": 8,
      "norm_label": "categorynode",
      "community_name": "E-commerce SEO Auditor",
      "id": "scripts_ecommerce_auditor_categorynode"
    },
    {
      "label": "DuplicateGroup",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/ecommerce_auditor.py",
      "source_location": "L55",
      "_origin": "ast",
      "community": 8,
      "norm_label": "duplicategroup",
      "community_name": "E-commerce SEO Auditor",
      "id": "scripts_ecommerce_auditor_duplicategroup"
    },
    {
      "label": "MarketplacePresence",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/ecommerce_auditor.py",
      "source_location": "L63",
      "_origin": "ast",
      "community": 8,
      "norm_label": "marketplacepresence",
      "community_name": "E-commerce SEO Auditor",
      "id": "scripts_ecommerce_auditor_marketplacepresence"
    },
    {
      "label": "EcommerceAuditResult",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/ecommerce_auditor.py",
      "source_location": "L72",
      "_origin": "ast",
      "community": 8,
      "norm_label": "ecommerceauditresult",
      "community_name": "E-commerce SEO Auditor",
      "id": "scripts_ecommerce_auditor_ecommerceauditresult"
    },
    {
      "label": ".add_issue()",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/ecommerce_auditor.py",
      "source_location": "L87",
      "_origin": "ast",
      "community": 8,
      "norm_label": ".add_issue()",
      "community_name": "E-commerce SEO Auditor",
      "id": "scripts_ecommerce_auditor_ecommerceauditresult_add_issue"
    },
    {
      "label": ".calculate_score()",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/ecommerce_auditor.py",
      "source_location": "L90",
      "_origin": "ast",
      "community": 8,
      "norm_label": ".calculate_score()",
      "community_name": "E-commerce SEO Auditor",
      "id": "scripts_ecommerce_auditor_ecommerceauditresult_calculate_score"
    },
    {
      "label": "is_product_url()",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/ecommerce_auditor.py",
      "source_location": "L139",
      "_origin": "ast",
      "community": 8,
      "norm_label": "is_product_url()",
      "community_name": "E-commerce SEO Auditor",
      "id": "scripts_ecommerce_auditor_is_product_url"
    },
    {
      "label": "is_category_url()",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/ecommerce_auditor.py",
      "source_location": "L144",
      "_origin": "ast",
      "community": 8,
      "norm_label": "is_category_url()",
      "community_name": "E-commerce SEO Auditor",
      "id": "scripts_ecommerce_auditor_is_category_url"
    },
    {
      "label": "get_faceted_params()",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/ecommerce_auditor.py",
      "source_location": "L149",
      "_origin": "ast",
      "community": 8,
      "norm_label": "get_faceted_params()",
      "community_name": "E-commerce SEO Auditor",
      "id": "scripts_ecommerce_auditor_get_faceted_params"
    },
    {
      "label": "EcommerceAuditor",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/ecommerce_auditor.py",
      "source_location": "L160",
      "_origin": "ast",
      "community": 8,
      "norm_label": "ecommerceauditor",
      "community_name": "E-commerce SEO Auditor",
      "id": "scripts_ecommerce_auditor_ecommerceauditor"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/ecommerce_auditor.py",
      "source_location": "L163",
      "_origin": "ast",
      "community": 8,
      "norm_label": ".__init__()",
      "community_name": "E-commerce SEO Auditor",
      "id": "scripts_ecommerce_auditor_ecommerceauditor_init"
    },
    {
      "label": "._fetch_page()",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/ecommerce_auditor.py",
      "source_location": "L184",
      "_origin": "ast",
      "community": 8,
      "norm_label": "._fetch_page()",
      "community_name": "E-commerce SEO Auditor",
      "id": "scripts_ecommerce_auditor_ecommerceauditor_fetch_page"
    },
    {
      "label": "ClientSession",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/ecommerce_auditor.py",
      "source_location": "L184",
      "_origin": "ast",
      "community": 8,
      "norm_label": "clientsession",
      "community_name": "E-commerce SEO Auditor",
      "id": "custom_skills_24_seo_ecommerce_code_scripts_ecommerce_auditor_py_clientsession"
    },
    {
      "label": ".get_product_pages()",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/ecommerce_auditor.py",
      "source_location": "L199",
      "_origin": "ast",
      "community": 8,
      "norm_label": ".get_product_pages()",
      "community_name": "E-commerce SEO Auditor",
      "id": "scripts_ecommerce_auditor_ecommerceauditor_get_product_pages"
    },
    {
      "label": "._fetch_sitemap_urls()",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/ecommerce_auditor.py",
      "source_location": "L226",
      "_origin": "ast",
      "community": 8,
      "norm_label": "._fetch_sitemap_urls()",
      "community_name": "E-commerce SEO Auditor",
      "id": "scripts_ecommerce_auditor_ecommerceauditor_fetch_sitemap_urls"
    },
    {
      "label": "._parse_sitemap()",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/ecommerce_auditor.py",
      "source_location": "L259",
      "_origin": "ast",
      "community": 8,
      "norm_label": "._parse_sitemap()",
      "community_name": "E-commerce SEO Auditor",
      "id": "scripts_ecommerce_auditor_ecommerceauditor_parse_sitemap"
    },
    {
      "label": ".audit_product_page()",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/ecommerce_auditor.py",
      "source_location": "L280",
      "_origin": "ast",
      "community": 8,
      "norm_label": ".audit_product_page()",
      "community_name": "E-commerce SEO Auditor",
      "id": "scripts_ecommerce_auditor_ecommerceauditor_audit_product_page"
    },
    {
      "label": ".analyze_category_taxonomy()",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/ecommerce_auditor.py",
      "source_location": "L436",
      "_origin": "ast",
      "community": 8,
      "norm_label": ".analyze_category_taxonomy()",
      "community_name": "E-commerce SEO Auditor",
      "id": "scripts_ecommerce_auditor_ecommerceauditor_analyze_category_taxonomy"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/ecommerce_auditor.py",
      "source_location": "L436",
      "_origin": "ast",
      "community": 8,
      "norm_label": "any",
      "community_name": "E-commerce SEO Auditor",
      "id": "custom_skills_24_seo_ecommerce_code_scripts_ecommerce_auditor_py_any"
    },
    {
      "label": ".detect_duplicates()",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/ecommerce_auditor.py",
      "source_location": "L544",
      "_origin": "ast",
      "community": 8,
      "norm_label": ".detect_duplicates()",
      "community_name": "E-commerce SEO Auditor",
      "id": "scripts_ecommerce_auditor_ecommerceauditor_detect_duplicates"
    },
    {
      "label": ".check_pagination_seo()",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/ecommerce_auditor.py",
      "source_location": "L593",
      "_origin": "ast",
      "community": 8,
      "norm_label": ".check_pagination_seo()",
      "community_name": "E-commerce SEO Auditor",
      "id": "scripts_ecommerce_auditor_ecommerceauditor_check_pagination_seo"
    },
    {
      "label": ".check_korean_marketplaces()",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/ecommerce_auditor.py",
      "source_location": "L675",
      "_origin": "ast",
      "community": 8,
      "norm_label": ".check_korean_marketplaces()",
      "community_name": "E-commerce SEO Auditor",
      "id": "scripts_ecommerce_auditor_ecommerceauditor_check_korean_marketplaces"
    },
    {
      "label": ".check_naver_smart_store()",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/ecommerce_auditor.py",
      "source_location": "L735",
      "_origin": "ast",
      "community": 8,
      "norm_label": ".check_naver_smart_store()",
      "community_name": "E-commerce SEO Auditor",
      "id": "scripts_ecommerce_auditor_ecommerceauditor_check_naver_smart_store"
    },
    {
      "label": ".audit()",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/ecommerce_auditor.py",
      "source_location": "L809",
      "_origin": "ast",
      "community": 8,
      "norm_label": ".audit()",
      "community_name": "E-commerce SEO Auditor",
      "id": "scripts_ecommerce_auditor_ecommerceauditor_audit"
    },
    {
      "label": "print_rich_report()",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/ecommerce_auditor.py",
      "source_location": "L933",
      "_origin": "ast",
      "community": 8,
      "norm_label": "print_rich_report()",
      "community_name": "E-commerce SEO Auditor",
      "id": "scripts_ecommerce_auditor_print_rich_report"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/ecommerce_auditor.py",
      "source_location": "L990",
      "_origin": "ast",
      "community": 8,
      "norm_label": "main()",
      "community_name": "E-commerce SEO Auditor",
      "id": "scripts_ecommerce_auditor_main"
    },
    {
      "label": "E-Commerce SEO Auditor ====================== Purpose: Audit product pages, cate",
      "file_type": "rationale",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/ecommerce_auditor.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 8,
      "norm_label": "e-commerce seo auditor ====================== purpose: audit product pages, cate",
      "community_name": "E-commerce SEO Auditor",
      "id": "scripts_ecommerce_auditor_rationale_1"
    },
    {
      "label": "Single issue found on a product page.",
      "file_type": "rationale",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/ecommerce_auditor.py",
      "source_location": "L36",
      "_origin": "ast",
      "community": 8,
      "norm_label": "single issue found on a product page.",
      "community_name": "E-commerce SEO Auditor",
      "id": "scripts_ecommerce_auditor_rationale_36"
    },
    {
      "label": "A node in the category taxonomy tree.",
      "file_type": "rationale",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/ecommerce_auditor.py",
      "source_location": "L46",
      "_origin": "ast",
      "community": 8,
      "norm_label": "a node in the category taxonomy tree.",
      "community_name": "E-commerce SEO Auditor",
      "id": "scripts_ecommerce_auditor_rationale_46"
    },
    {
      "label": "Group of duplicate or near-duplicate product URLs.",
      "file_type": "rationale",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/ecommerce_auditor.py",
      "source_location": "L56",
      "_origin": "ast",
      "community": 8,
      "norm_label": "group of duplicate or near-duplicate product urls.",
      "community_name": "E-commerce SEO Auditor",
      "id": "scripts_ecommerce_auditor_rationale_56"
    },
    {
      "label": "Presence record for a Korean marketplace.",
      "file_type": "rationale",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/ecommerce_auditor.py",
      "source_location": "L64",
      "_origin": "ast",
      "community": 8,
      "norm_label": "presence record for a korean marketplace.",
      "community_name": "E-commerce SEO Auditor",
      "id": "scripts_ecommerce_auditor_rationale_64"
    },
    {
      "label": "Complete e-commerce SEO audit result.",
      "file_type": "rationale",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/ecommerce_auditor.py",
      "source_location": "L73",
      "_origin": "ast",
      "community": 8,
      "norm_label": "complete e-commerce seo audit result.",
      "community_name": "E-commerce SEO Auditor",
      "id": "scripts_ecommerce_auditor_rationale_73"
    },
    {
      "label": "Score 0-100 based on issue severity counts.",
      "file_type": "rationale",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/ecommerce_auditor.py",
      "source_location": "L91",
      "_origin": "ast",
      "community": 8,
      "norm_label": "score 0-100 based on issue severity counts.",
      "community_name": "E-commerce SEO Auditor",
      "id": "scripts_ecommerce_auditor_rationale_91"
    },
    {
      "label": "Check if a URL looks like a product page.",
      "file_type": "rationale",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/ecommerce_auditor.py",
      "source_location": "L140",
      "_origin": "ast",
      "community": 8,
      "norm_label": "check if a url looks like a product page.",
      "community_name": "E-commerce SEO Auditor",
      "id": "scripts_ecommerce_auditor_rationale_140"
    },
    {
      "label": "Check if a URL looks like a category page.",
      "file_type": "rationale",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/ecommerce_auditor.py",
      "source_location": "L145",
      "_origin": "ast",
      "community": 8,
      "norm_label": "check if a url looks like a category page.",
      "community_name": "E-commerce SEO Auditor",
      "id": "scripts_ecommerce_auditor_rationale_145"
    },
    {
      "label": "Extract faceted navigation parameters from a URL.",
      "file_type": "rationale",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/ecommerce_auditor.py",
      "source_location": "L150",
      "_origin": "ast",
      "community": 8,
      "norm_label": "extract faceted navigation parameters from a url.",
      "community_name": "E-commerce SEO Auditor",
      "id": "scripts_ecommerce_auditor_rationale_150"
    },
    {
      "label": "E-commerce SEO auditor with product, category, and marketplace checks.",
      "file_type": "rationale",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/ecommerce_auditor.py",
      "source_location": "L161",
      "_origin": "ast",
      "community": 8,
      "norm_label": "e-commerce seo auditor with product, category, and marketplace checks.",
      "community_name": "E-commerce SEO Auditor",
      "id": "scripts_ecommerce_auditor_rationale_161"
    },
    {
      "label": "Fetch a page and return (final_url, html).",
      "file_type": "rationale",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/ecommerce_auditor.py",
      "source_location": "L185",
      "_origin": "ast",
      "community": 8,
      "norm_label": "fetch a page and return (final_url, html).",
      "community_name": "E-commerce SEO Auditor",
      "id": "scripts_ecommerce_auditor_rationale_185"
    },
    {
      "label": "Discover product pages using Ahrefs pages-by-traffic.         Falls back to site",
      "file_type": "rationale",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/ecommerce_auditor.py",
      "source_location": "L200",
      "_origin": "ast",
      "community": 8,
      "norm_label": "discover product pages using ahrefs pages-by-traffic.         falls back to site",
      "community_name": "E-commerce SEO Auditor",
      "id": "scripts_ecommerce_auditor_rationale_200"
    },
    {
      "label": "Fetch URLs from the site's XML sitemap.",
      "file_type": "rationale",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/ecommerce_auditor.py",
      "source_location": "L227",
      "_origin": "ast",
      "community": 8,
      "norm_label": "fetch urls from the site's xml sitemap.",
      "community_name": "E-commerce SEO Auditor",
      "id": "scripts_ecommerce_auditor_rationale_227"
    },
    {
      "label": "Parse a single sitemap XML file and return its URLs.",
      "file_type": "rationale",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/ecommerce_auditor.py",
      "source_location": "L260",
      "_origin": "ast",
      "community": 8,
      "norm_label": "parse a single sitemap xml file and return its urls.",
      "community_name": "E-commerce SEO Auditor",
      "id": "scripts_ecommerce_auditor_rationale_260"
    },
    {
      "label": "Audit a single product page for SEO issues.",
      "file_type": "rationale",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/ecommerce_auditor.py",
      "source_location": "L285",
      "_origin": "ast",
      "community": 8,
      "norm_label": "audit a single product page for seo issues.",
      "community_name": "E-commerce SEO Auditor",
      "id": "scripts_ecommerce_auditor_rationale_285"
    },
    {
      "label": "Analyze category page structure and taxonomy depth.",
      "file_type": "rationale",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/ecommerce_auditor.py",
      "source_location": "L442",
      "_origin": "ast",
      "community": 8,
      "norm_label": "analyze category page structure and taxonomy depth.",
      "community_name": "E-commerce SEO Auditor",
      "id": "scripts_ecommerce_auditor_rationale_442"
    },
    {
      "label": "Detect potential duplicate content from parameter variants.",
      "file_type": "rationale",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/ecommerce_auditor.py",
      "source_location": "L545",
      "_origin": "ast",
      "community": 8,
      "norm_label": "detect potential duplicate content from parameter variants.",
      "community_name": "E-commerce SEO Auditor",
      "id": "scripts_ecommerce_auditor_rationale_545"
    },
    {
      "label": "Check pagination implementation for SEO best practices.",
      "file_type": "rationale",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/ecommerce_auditor.py",
      "source_location": "L598",
      "_origin": "ast",
      "community": 8,
      "norm_label": "check pagination implementation for seo best practices.",
      "community_name": "E-commerce SEO Auditor",
      "id": "scripts_ecommerce_auditor_rationale_598"
    },
    {
      "label": "Search for brand presence on Korean marketplace platforms.",
      "file_type": "rationale",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/ecommerce_auditor.py",
      "source_location": "L680",
      "_origin": "ast",
      "community": 8,
      "norm_label": "search for brand presence on korean marketplace platforms.",
      "community_name": "E-commerce SEO Auditor",
      "id": "scripts_ecommerce_auditor_rationale_680"
    },
    {
      "label": "Check Naver Smart Store-specific SEO elements.",
      "file_type": "rationale",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/ecommerce_auditor.py",
      "source_location": "L740",
      "_origin": "ast",
      "community": 8,
      "norm_label": "check naver smart store-specific seo elements.",
      "community_name": "E-commerce SEO Auditor",
      "id": "scripts_ecommerce_auditor_rationale_740"
    },
    {
      "label": "Run the full e-commerce SEO audit.",
      "file_type": "rationale",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/ecommerce_auditor.py",
      "source_location": "L816",
      "_origin": "ast",
      "community": 8,
      "norm_label": "run the full e-commerce seo audit.",
      "community_name": "E-commerce SEO Auditor",
      "id": "scripts_ecommerce_auditor_rationale_816"
    },
    {
      "label": "Print a rich-formatted report to the console.",
      "file_type": "rationale",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/ecommerce_auditor.py",
      "source_location": "L934",
      "_origin": "ast",
      "community": 8,
      "norm_label": "print a rich-formatted report to the console.",
      "community_name": "E-commerce SEO Auditor",
      "id": "scripts_ecommerce_auditor_rationale_934"
    },
    {
      "label": "product_schema_checker.py",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/product_schema_checker.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 21,
      "norm_label": "product_schema_checker.py",
      "community_name": "Product Schema Checker",
      "id": "scripts_product_schema_checker"
    },
    {
      "label": "SchemaProperty",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/product_schema_checker.py",
      "source_location": "L35",
      "_origin": "ast",
      "community": 21,
      "norm_label": "schemaproperty",
      "community_name": "Product Schema Checker",
      "id": "scripts_product_schema_checker_schemaproperty"
    },
    {
      "label": "ProductSchema",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/product_schema_checker.py",
      "source_location": "L45",
      "_origin": "ast",
      "community": 21,
      "norm_label": "productschema",
      "community_name": "Product Schema Checker",
      "id": "scripts_product_schema_checker_productschema"
    },
    {
      "label": "SchemaCheckResult",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/product_schema_checker.py",
      "source_location": "L57",
      "_origin": "ast",
      "community": 21,
      "norm_label": "schemacheckresult",
      "community_name": "Product Schema Checker",
      "id": "scripts_product_schema_checker_schemacheckresult"
    },
    {
      "label": ".calculate_score()",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/product_schema_checker.py",
      "source_location": "L69",
      "_origin": "ast",
      "community": 21,
      "norm_label": ".calculate_score()",
      "community_name": "Product Schema Checker",
      "id": "scripts_product_schema_checker_schemacheckresult_calculate_score"
    },
    {
      "label": "ProductSchemaChecker",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/product_schema_checker.py",
      "source_location": "L141",
      "_origin": "ast",
      "community": 21,
      "norm_label": "productschemachecker",
      "community_name": "Product Schema Checker",
      "id": "scripts_product_schema_checker_productschemachecker"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/product_schema_checker.py",
      "source_location": "L144",
      "_origin": "ast",
      "community": 21,
      "norm_label": ".__init__()",
      "community_name": "Product Schema Checker",
      "id": "scripts_product_schema_checker_productschemachecker_init"
    },
    {
      "label": "._fetch_page()",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/product_schema_checker.py",
      "source_location": "L165",
      "_origin": "ast",
      "community": 21,
      "norm_label": "._fetch_page()",
      "community_name": "Product Schema Checker",
      "id": "scripts_product_schema_checker_productschemachecker_fetch_page"
    },
    {
      "label": "ClientSession",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/product_schema_checker.py",
      "source_location": "L165",
      "_origin": "ast",
      "community": 21,
      "norm_label": "clientsession",
      "community_name": "Product Schema Checker",
      "id": "custom_skills_24_seo_ecommerce_code_scripts_product_schema_checker_py_clientsession"
    },
    {
      "label": ".extract_schemas()",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/product_schema_checker.py",
      "source_location": "L179",
      "_origin": "ast",
      "community": 21,
      "norm_label": ".extract_schemas()",
      "community_name": "Product Schema Checker",
      "id": "scripts_product_schema_checker_productschemachecker_extract_schemas"
    },
    {
      "label": "._parse_microdata()",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/product_schema_checker.py",
      "source_location": "L216",
      "_origin": "ast",
      "community": 21,
      "norm_label": "._parse_microdata()",
      "community_name": "Product Schema Checker",
      "id": "scripts_product_schema_checker_productschemachecker_parse_microdata"
    },
    {
      "label": ".validate_product_schema()",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/product_schema_checker.py",
      "source_location": "L248",
      "_origin": "ast",
      "community": 21,
      "norm_label": ".validate_product_schema()",
      "community_name": "Product Schema Checker",
      "id": "scripts_product_schema_checker_productschemachecker_validate_product_schema"
    },
    {
      "label": ".validate_offer_schema()",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/product_schema_checker.py",
      "source_location": "L317",
      "_origin": "ast",
      "community": 21,
      "norm_label": ".validate_offer_schema()",
      "community_name": "Product Schema Checker",
      "id": "scripts_product_schema_checker_productschemachecker_validate_offer_schema"
    },
    {
      "label": ".validate_aggregate_rating()",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/product_schema_checker.py",
      "source_location": "L362",
      "_origin": "ast",
      "community": 21,
      "norm_label": ".validate_aggregate_rating()",
      "community_name": "Product Schema Checker",
      "id": "scripts_product_schema_checker_productschemachecker_validate_aggregate_rating"
    },
    {
      "label": ".validate_review_schema()",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/product_schema_checker.py",
      "source_location": "L404",
      "_origin": "ast",
      "community": 21,
      "norm_label": ".validate_review_schema()",
      "community_name": "Product Schema Checker",
      "id": "scripts_product_schema_checker_productschemachecker_validate_review_schema"
    },
    {
      "label": ".validate_breadcrumb()",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/product_schema_checker.py",
      "source_location": "L436",
      "_origin": "ast",
      "community": 21,
      "norm_label": ".validate_breadcrumb()",
      "community_name": "Product Schema Checker",
      "id": "scripts_product_schema_checker_productschemachecker_validate_breadcrumb"
    },
    {
      "label": ".check_rich_result_eligibility()",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/product_schema_checker.py",
      "source_location": "L467",
      "_origin": "ast",
      "community": 21,
      "norm_label": ".check_rich_result_eligibility()",
      "community_name": "Product Schema Checker",
      "id": "scripts_product_schema_checker_productschemachecker_check_rich_result_eligibility"
    },
    {
      "label": ".check_naver_shopping_requirements()",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/product_schema_checker.py",
      "source_location": "L492",
      "_origin": "ast",
      "community": 21,
      "norm_label": ".check_naver_shopping_requirements()",
      "community_name": "Product Schema Checker",
      "id": "scripts_product_schema_checker_productschemachecker_check_naver_shopping_requirements"
    },
    {
      "label": ".check()",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/product_schema_checker.py",
      "source_location": "L570",
      "_origin": "ast",
      "community": 21,
      "norm_label": ".check()",
      "community_name": "Product Schema Checker",
      "id": "scripts_product_schema_checker_productschemachecker_check"
    },
    {
      "label": "._urls_from_sitemap()",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/product_schema_checker.py",
      "source_location": "L650",
      "_origin": "ast",
      "community": 21,
      "norm_label": "._urls_from_sitemap()",
      "community_name": "Product Schema Checker",
      "id": "scripts_product_schema_checker_productschemachecker_urls_from_sitemap"
    },
    {
      "label": "._get_schema_type()",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/product_schema_checker.py",
      "source_location": "L689",
      "_origin": "ast",
      "community": 21,
      "norm_label": "._get_schema_type()",
      "community_name": "Product Schema Checker",
      "id": "scripts_product_schema_checker_productschemachecker_get_schema_type"
    },
    {
      "label": "print_rich_report()",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/product_schema_checker.py",
      "source_location": "L701",
      "_origin": "ast",
      "community": 21,
      "norm_label": "print_rich_report()",
      "community_name": "Product Schema Checker",
      "id": "scripts_product_schema_checker_print_rich_report"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/product_schema_checker.py",
      "source_location": "L759",
      "_origin": "ast",
      "community": 21,
      "norm_label": "main()",
      "community_name": "Product Schema Checker",
      "id": "scripts_product_schema_checker_main"
    },
    {
      "label": "Product Schema Checker ====================== Purpose: Validate Product structur",
      "file_type": "rationale",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/product_schema_checker.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 21,
      "norm_label": "product schema checker ====================== purpose: validate product structur",
      "community_name": "Product Schema Checker",
      "id": "scripts_product_schema_checker_rationale_1"
    },
    {
      "label": "Single property within a schema object.",
      "file_type": "rationale",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/product_schema_checker.py",
      "source_location": "L36",
      "_origin": "ast",
      "community": 21,
      "norm_label": "single property within a schema object.",
      "community_name": "Product Schema Checker",
      "id": "scripts_product_schema_checker_rationale_36"
    },
    {
      "label": "Validation result for one product schema on a page.",
      "file_type": "rationale",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/product_schema_checker.py",
      "source_location": "L46",
      "_origin": "ast",
      "community": 21,
      "norm_label": "validation result for one product schema on a page.",
      "community_name": "Product Schema Checker",
      "id": "scripts_product_schema_checker_rationale_46"
    },
    {
      "label": "Complete schema check result for one or more pages.",
      "file_type": "rationale",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/product_schema_checker.py",
      "source_location": "L58",
      "_origin": "ast",
      "community": 21,
      "norm_label": "complete schema check result for one or more pages.",
      "community_name": "Product Schema Checker",
      "id": "scripts_product_schema_checker_rationale_58"
    },
    {
      "label": "Score 0-100 based on schema completeness.",
      "file_type": "rationale",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/product_schema_checker.py",
      "source_location": "L70",
      "_origin": "ast",
      "community": 21,
      "norm_label": "score 0-100 based on schema completeness.",
      "community_name": "Product Schema Checker",
      "id": "scripts_product_schema_checker_rationale_70"
    },
    {
      "label": "Validate Product structured data on e-commerce pages.",
      "file_type": "rationale",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/product_schema_checker.py",
      "source_location": "L142",
      "_origin": "ast",
      "community": 21,
      "norm_label": "validate product structured data on e-commerce pages.",
      "community_name": "Product Schema Checker",
      "id": "scripts_product_schema_checker_rationale_142"
    },
    {
      "label": "Extract all structured data from HTML (JSON-LD, Microdata, RDFa).",
      "file_type": "rationale",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/product_schema_checker.py",
      "source_location": "L180",
      "_origin": "ast",
      "community": 21,
      "norm_label": "extract all structured data from html (json-ld, microdata, rdfa).",
      "community_name": "Product Schema Checker",
      "id": "scripts_product_schema_checker_rationale_180"
    },
    {
      "label": "Parse microdata from an itemscope element.",
      "file_type": "rationale",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/product_schema_checker.py",
      "source_location": "L217",
      "_origin": "ast",
      "community": 21,
      "norm_label": "parse microdata from an itemscope element.",
      "community_name": "Product Schema Checker",
      "id": "scripts_product_schema_checker_rationale_217"
    },
    {
      "label": "Validate a Product schema object.",
      "file_type": "rationale",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/product_schema_checker.py",
      "source_location": "L249",
      "_origin": "ast",
      "community": 21,
      "norm_label": "validate a product schema object.",
      "community_name": "Product Schema Checker",
      "id": "scripts_product_schema_checker_rationale_249"
    },
    {
      "label": "Validate an Offer schema object.",
      "file_type": "rationale",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/product_schema_checker.py",
      "source_location": "L318",
      "_origin": "ast",
      "community": 21,
      "norm_label": "validate an offer schema object.",
      "community_name": "Product Schema Checker",
      "id": "scripts_product_schema_checker_rationale_318"
    },
    {
      "label": "Validate AggregateRating schema.",
      "file_type": "rationale",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/product_schema_checker.py",
      "source_location": "L363",
      "_origin": "ast",
      "community": 21,
      "norm_label": "validate aggregaterating schema.",
      "community_name": "Product Schema Checker",
      "id": "scripts_product_schema_checker_rationale_363"
    },
    {
      "label": "Validate Review schema.",
      "file_type": "rationale",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/product_schema_checker.py",
      "source_location": "L405",
      "_origin": "ast",
      "community": 21,
      "norm_label": "validate review schema.",
      "community_name": "Product Schema Checker",
      "id": "scripts_product_schema_checker_rationale_405"
    },
    {
      "label": "Validate BreadcrumbList schema.",
      "file_type": "rationale",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/product_schema_checker.py",
      "source_location": "L437",
      "_origin": "ast",
      "community": 21,
      "norm_label": "validate breadcrumblist schema.",
      "community_name": "Product Schema Checker",
      "id": "scripts_product_schema_checker_rationale_437"
    },
    {
      "label": "Assess Google rich result eligibility for Product schema.",
      "file_type": "rationale",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/product_schema_checker.py",
      "source_location": "L468",
      "_origin": "ast",
      "community": 21,
      "norm_label": "assess google rich result eligibility for product schema.",
      "community_name": "Product Schema Checker",
      "id": "scripts_product_schema_checker_rationale_468"
    },
    {
      "label": "Check Naver Shopping specific schema requirements.",
      "file_type": "rationale",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/product_schema_checker.py",
      "source_location": "L493",
      "_origin": "ast",
      "community": 21,
      "norm_label": "check naver shopping specific schema requirements.",
      "community_name": "Product Schema Checker",
      "id": "scripts_product_schema_checker_rationale_493"
    },
    {
      "label": "Run schema validation on URLs or sitemap.",
      "file_type": "rationale",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/product_schema_checker.py",
      "source_location": "L576",
      "_origin": "ast",
      "community": 21,
      "norm_label": "run schema validation on urls or sitemap.",
      "community_name": "Product Schema Checker",
      "id": "scripts_product_schema_checker_rationale_576"
    },
    {
      "label": "Fetch product URLs from sitemap.",
      "file_type": "rationale",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/product_schema_checker.py",
      "source_location": "L656",
      "_origin": "ast",
      "community": 21,
      "norm_label": "fetch product urls from sitemap.",
      "community_name": "Product Schema Checker",
      "id": "scripts_product_schema_checker_rationale_656"
    },
    {
      "label": "Get the @type from a schema dict, handling various formats.",
      "file_type": "rationale",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/product_schema_checker.py",
      "source_location": "L690",
      "_origin": "ast",
      "community": 21,
      "norm_label": "get the @type from a schema dict, handling various formats.",
      "community_name": "Product Schema Checker",
      "id": "scripts_product_schema_checker_rationale_690"
    },
    {
      "label": "Print a rich-formatted report to the console.",
      "file_type": "rationale",
      "source_file": "custom-skills/24-seo-ecommerce/code/scripts/product_schema_checker.py",
      "source_location": "L702",
      "_origin": "ast",
      "community": 21,
      "norm_label": "print a rich-formatted report to the console.",
      "community_name": "Product Schema Checker",
      "id": "scripts_product_schema_checker_rationale_702"
    },
    {
      "label": "base_client.py",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/base_client.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 39,
      "norm_label": "base_client.py",
      "community_name": "Async API Client",
      "id": "custom_skills_25_seo_kpi_framework_code_scripts_base_client_py_scripts_base_client"
    },
    {
      "label": "RateLimiter",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/base_client.py",
      "source_location": "L35",
      "_origin": "ast",
      "community": 39,
      "norm_label": "ratelimiter",
      "community_name": "Async API Client",
      "id": "custom_skills_25_seo_kpi_framework_code_scripts_base_client_py_scripts_base_client_ratelimiter"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/base_client.py",
      "source_location": "L38",
      "_origin": "ast",
      "community": 39,
      "norm_label": ".__init__()",
      "community_name": "Async API Client",
      "id": "custom_skills_25_seo_kpi_framework_code_scripts_base_client_py_scripts_base_client_ratelimiter_init"
    },
    {
      "label": ".acquire()",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/base_client.py",
      "source_location": "L52",
      "_origin": "ast",
      "community": 39,
      "norm_label": ".acquire()",
      "community_name": "Async API Client",
      "id": "custom_skills_25_seo_kpi_framework_code_scripts_base_client_py_scripts_base_client_ratelimiter_acquire"
    },
    {
      "label": "BaseAsyncClient",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/base_client.py",
      "source_location": "L68",
      "_origin": "ast",
      "community": 39,
      "norm_label": "baseasyncclient",
      "community_name": "Async API Client",
      "id": "custom_skills_25_seo_kpi_framework_code_scripts_base_client_py_scripts_base_client_baseasyncclient"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/base_client.py",
      "source_location": "L71",
      "_origin": "ast",
      "community": 39,
      "norm_label": ".__init__()",
      "community_name": "Async API Client",
      "id": "custom_skills_25_seo_kpi_framework_code_scripts_base_client_py_scripts_base_client_baseasyncclient_init"
    },
    {
      "label": "Logger",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/base_client.py",
      "source_location": "L71",
      "_origin": "ast",
      "community": 39,
      "norm_label": "logger",
      "community_name": "Async API Client",
      "id": "custom_skills_25_seo_kpi_framework_code_scripts_base_client_py_logger"
    },
    {
      "label": "._rate_limited_request()",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/base_client.py",
      "source_location": "L100",
      "_origin": "ast",
      "community": 39,
      "norm_label": "._rate_limited_request()",
      "community_name": "Async API Client",
      "id": "custom_skills_25_seo_kpi_framework_code_scripts_base_client_py_scripts_base_client_baseasyncclient_rate_limited_request"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/base_client.py",
      "source_location": "L100",
      "_origin": "ast",
      "community": 39,
      "norm_label": "any",
      "community_name": "Async API Client",
      "id": "custom_skills_25_seo_kpi_framework_code_scripts_base_client_py_any"
    },
    {
      "label": ".batch_requests()",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/base_client.py",
      "source_location": "L117",
      "_origin": "ast",
      "community": 39,
      "norm_label": ".batch_requests()",
      "community_name": "Async API Client",
      "id": "custom_skills_25_seo_kpi_framework_code_scripts_base_client_py_scripts_base_client_baseasyncclient_batch_requests"
    },
    {
      "label": ".print_stats()",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/base_client.py",
      "source_location": "L146",
      "_origin": "ast",
      "community": 39,
      "norm_label": ".print_stats()",
      "community_name": "Async API Client",
      "id": "custom_skills_25_seo_kpi_framework_code_scripts_base_client_py_scripts_base_client_baseasyncclient_print_stats"
    },
    {
      "label": "ConfigManager",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/base_client.py",
      "source_location": "L156",
      "_origin": "ast",
      "community": 39,
      "norm_label": "configmanager",
      "community_name": "Async API Client",
      "id": "custom_skills_25_seo_kpi_framework_code_scripts_base_client_py_scripts_base_client_configmanager"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/base_client.py",
      "source_location": "L159",
      "_origin": "ast",
      "community": 39,
      "norm_label": ".__init__()",
      "community_name": "Async API Client",
      "id": "custom_skills_25_seo_kpi_framework_code_scripts_base_client_py_scripts_base_client_configmanager_init"
    },
    {
      "label": ".google_credentials_path()",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/base_client.py",
      "source_location": "L163",
      "_origin": "ast",
      "community": 39,
      "norm_label": ".google_credentials_path()",
      "community_name": "Async API Client",
      "id": "custom_skills_25_seo_kpi_framework_code_scripts_base_client_py_scripts_base_client_configmanager_google_credentials_path"
    },
    {
      "label": ".pagespeed_api_key()",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/base_client.py",
      "source_location": "L172",
      "_origin": "ast",
      "community": 39,
      "norm_label": ".pagespeed_api_key()",
      "community_name": "Async API Client",
      "id": "custom_skills_25_seo_kpi_framework_code_scripts_base_client_py_scripts_base_client_configmanager_pagespeed_api_key"
    },
    {
      "label": ".custom_search_api_key()",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/base_client.py",
      "source_location": "L177",
      "_origin": "ast",
      "community": 39,
      "norm_label": ".custom_search_api_key()",
      "community_name": "Async API Client",
      "id": "custom_skills_25_seo_kpi_framework_code_scripts_base_client_py_scripts_base_client_configmanager_custom_search_api_key"
    },
    {
      "label": ".custom_search_engine_id()",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/base_client.py",
      "source_location": "L182",
      "_origin": "ast",
      "community": 39,
      "norm_label": ".custom_search_engine_id()",
      "community_name": "Async API Client",
      "id": "custom_skills_25_seo_kpi_framework_code_scripts_base_client_py_scripts_base_client_configmanager_custom_search_engine_id"
    },
    {
      "label": ".notion_token()",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/base_client.py",
      "source_location": "L187",
      "_origin": "ast",
      "community": 39,
      "norm_label": ".notion_token()",
      "community_name": "Async API Client",
      "id": "custom_skills_25_seo_kpi_framework_code_scripts_base_client_py_scripts_base_client_configmanager_notion_token"
    },
    {
      "label": ".validate_google_credentials()",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/base_client.py",
      "source_location": "L191",
      "_origin": "ast",
      "community": 39,
      "norm_label": ".validate_google_credentials()",
      "community_name": "Async API Client",
      "id": "custom_skills_25_seo_kpi_framework_code_scripts_base_client_py_scripts_base_client_configmanager_validate_google_credentials"
    },
    {
      "label": ".get_required()",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/base_client.py",
      "source_location": "L198",
      "_origin": "ast",
      "community": 39,
      "norm_label": ".get_required()",
      "community_name": "Async API Client",
      "id": "custom_skills_25_seo_kpi_framework_code_scripts_base_client_py_scripts_base_client_configmanager_get_required"
    },
    {
      "label": "Base Client - Shared async client utilities ====================================",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/base_client.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 39,
      "norm_label": "base client - shared async client utilities ====================================",
      "community_name": "Async API Client",
      "id": "custom_skills_25_seo_kpi_framework_code_scripts_base_client_py_scripts_base_client_rationale_1"
    },
    {
      "label": "Rate limiter using token bucket algorithm.",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/base_client.py",
      "source_location": "L36",
      "_origin": "ast",
      "community": 39,
      "norm_label": "rate limiter using token bucket algorithm.",
      "community_name": "Async API Client",
      "id": "custom_skills_25_seo_kpi_framework_code_scripts_base_client_py_scripts_base_client_rationale_36"
    },
    {
      "label": "Initialize rate limiter.          Args:             rate: Number of requests all",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/base_client.py",
      "source_location": "L39",
      "_origin": "ast",
      "community": 39,
      "norm_label": "initialize rate limiter.          args:             rate: number of requests all",
      "community_name": "Async API Client",
      "id": "custom_skills_25_seo_kpi_framework_code_scripts_base_client_py_scripts_base_client_rationale_39"
    },
    {
      "label": "Acquire a token, waiting if necessary.",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/base_client.py",
      "source_location": "L53",
      "_origin": "ast",
      "community": 39,
      "norm_label": "acquire a token, waiting if necessary.",
      "community_name": "Async API Client",
      "id": "custom_skills_25_seo_kpi_framework_code_scripts_base_client_py_scripts_base_client_rationale_53"
    },
    {
      "label": "Base class for async API clients with rate limiting.",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/base_client.py",
      "source_location": "L69",
      "_origin": "ast",
      "community": 39,
      "norm_label": "base class for async api clients with rate limiting.",
      "community_name": "Async API Client",
      "id": "custom_skills_25_seo_kpi_framework_code_scripts_base_client_py_scripts_base_client_rationale_69"
    },
    {
      "label": "Initialize base client.          Args:             max_concurrent: Maximum concu",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/base_client.py",
      "source_location": "L77",
      "_origin": "ast",
      "community": 39,
      "norm_label": "initialize base client.          args:             max_concurrent: maximum concu",
      "community_name": "Async API Client",
      "id": "custom_skills_25_seo_kpi_framework_code_scripts_base_client_py_scripts_base_client_rationale_77"
    },
    {
      "label": "Execute a request with rate limiting and retry.",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/base_client.py",
      "source_location": "L104",
      "_origin": "ast",
      "community": 39,
      "norm_label": "execute a request with rate limiting and retry.",
      "community_name": "Async API Client",
      "id": "custom_skills_25_seo_kpi_framework_code_scripts_base_client_py_scripts_base_client_rationale_104"
    },
    {
      "label": "Execute multiple requests concurrently.",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/base_client.py",
      "source_location": "L122",
      "_origin": "ast",
      "community": 39,
      "norm_label": "execute multiple requests concurrently.",
      "community_name": "Async API Client",
      "id": "custom_skills_25_seo_kpi_framework_code_scripts_base_client_py_scripts_base_client_rationale_122"
    },
    {
      "label": "Print request statistics.",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/base_client.py",
      "source_location": "L147",
      "_origin": "ast",
      "community": 39,
      "norm_label": "print request statistics.",
      "community_name": "Async API Client",
      "id": "custom_skills_25_seo_kpi_framework_code_scripts_base_client_py_scripts_base_client_rationale_147"
    },
    {
      "label": "Manage API configuration and credentials.",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/base_client.py",
      "source_location": "L157",
      "_origin": "ast",
      "community": 39,
      "norm_label": "manage api configuration and credentials.",
      "community_name": "Async API Client",
      "id": "custom_skills_25_seo_kpi_framework_code_scripts_base_client_py_scripts_base_client_rationale_157"
    },
    {
      "label": "Get Google service account credentials path.",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/base_client.py",
      "source_location": "L164",
      "_origin": "ast",
      "community": 39,
      "norm_label": "get google service account credentials path.",
      "community_name": "Async API Client",
      "id": "custom_skills_25_seo_kpi_framework_code_scripts_base_client_py_scripts_base_client_rationale_164"
    },
    {
      "label": "Get PageSpeed Insights API key.",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/base_client.py",
      "source_location": "L173",
      "_origin": "ast",
      "community": 39,
      "norm_label": "get pagespeed insights api key.",
      "community_name": "Async API Client",
      "id": "custom_skills_25_seo_kpi_framework_code_scripts_base_client_py_scripts_base_client_rationale_173"
    },
    {
      "label": "Get Custom Search API key.",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/base_client.py",
      "source_location": "L178",
      "_origin": "ast",
      "community": 39,
      "norm_label": "get custom search api key.",
      "community_name": "Async API Client",
      "id": "custom_skills_25_seo_kpi_framework_code_scripts_base_client_py_scripts_base_client_rationale_178"
    },
    {
      "label": "Get Custom Search Engine ID.",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/base_client.py",
      "source_location": "L183",
      "_origin": "ast",
      "community": 39,
      "norm_label": "get custom search engine id.",
      "community_name": "Async API Client",
      "id": "custom_skills_25_seo_kpi_framework_code_scripts_base_client_py_scripts_base_client_rationale_183"
    },
    {
      "label": "Get Notion API token.",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/base_client.py",
      "source_location": "L188",
      "_origin": "ast",
      "community": 39,
      "norm_label": "get notion api token.",
      "community_name": "Async API Client",
      "id": "custom_skills_25_seo_kpi_framework_code_scripts_base_client_py_scripts_base_client_rationale_188"
    },
    {
      "label": "Validate Google credentials are configured.",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/base_client.py",
      "source_location": "L192",
      "_origin": "ast",
      "community": 39,
      "norm_label": "validate google credentials are configured.",
      "community_name": "Async API Client",
      "id": "custom_skills_25_seo_kpi_framework_code_scripts_base_client_py_scripts_base_client_rationale_192"
    },
    {
      "label": "Get required environment variable or raise error.",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/base_client.py",
      "source_location": "L199",
      "_origin": "ast",
      "community": 39,
      "norm_label": "get required environment variable or raise error.",
      "community_name": "Async API Client",
      "id": "custom_skills_25_seo_kpi_framework_code_scripts_base_client_py_scripts_base_client_rationale_199"
    },
    {
      "label": "kpi_aggregator.py",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/kpi_aggregator.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 2,
      "norm_label": "kpi_aggregator.py",
      "community_name": "KPI Aggregator",
      "id": "scripts_kpi_aggregator"
    },
    {
      "label": "KpiMetric",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/kpi_aggregator.py",
      "source_location": "L31",
      "_origin": "ast",
      "community": 2,
      "norm_label": "kpimetric",
      "community_name": "KPI Aggregator",
      "id": "scripts_kpi_aggregator_kpimetric"
    },
    {
      "label": ".compute_trend()",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/kpi_aggregator.py",
      "source_location": "L42",
      "_origin": "ast",
      "community": 2,
      "norm_label": ".compute_trend()",
      "community_name": "KPI Aggregator",
      "id": "scripts_kpi_aggregator_kpimetric_compute_trend"
    },
    {
      "label": "KpiDimension",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/kpi_aggregator.py",
      "source_location": "L57",
      "_origin": "ast",
      "community": 2,
      "norm_label": "kpidimension",
      "community_name": "KPI Aggregator",
      "id": "scripts_kpi_aggregator_kpidimension"
    },
    {
      "label": ".compute_score()",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/kpi_aggregator.py",
      "source_location": "L64",
      "_origin": "ast",
      "community": 2,
      "norm_label": ".compute_score()",
      "community_name": "KPI Aggregator",
      "id": "scripts_kpi_aggregator_kpidimension_compute_score"
    },
    {
      "label": "HealthScore",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/kpi_aggregator.py",
      "source_location": "L85",
      "_origin": "ast",
      "community": 2,
      "norm_label": "healthscore",
      "community_name": "KPI Aggregator",
      "id": "scripts_kpi_aggregator_healthscore"
    },
    {
      "label": "RoiEstimate",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/kpi_aggregator.py",
      "source_location": "L93",
      "_origin": "ast",
      "community": 2,
      "norm_label": "roiestimate",
      "community_name": "KPI Aggregator",
      "id": "scripts_kpi_aggregator_roiestimate"
    },
    {
      "label": "KpiResult",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/kpi_aggregator.py",
      "source_location": "L101",
      "_origin": "ast",
      "community": 2,
      "norm_label": "kpiresult",
      "community_name": "KPI Aggregator",
      "id": "scripts_kpi_aggregator_kpiresult"
    },
    {
      "label": "KpiAggregator",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/kpi_aggregator.py",
      "source_location": "L133",
      "_origin": "ast",
      "community": 2,
      "norm_label": "kpiaggregator",
      "community_name": "KPI Aggregator",
      "id": "scripts_kpi_aggregator_kpiaggregator"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/kpi_aggregator.py",
      "source_location": "L138",
      "_origin": "ast",
      "community": 2,
      "norm_label": ".__init__()",
      "community_name": "KPI Aggregator",
      "id": "scripts_kpi_aggregator_kpiaggregator_init"
    },
    {
      "label": "._ahrefs_get()",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/kpi_aggregator.py",
      "source_location": "L148",
      "_origin": "ast",
      "community": 2,
      "norm_label": "._ahrefs_get()",
      "community_name": "KPI Aggregator",
      "id": "scripts_kpi_aggregator_kpiaggregator_ahrefs_get"
    },
    {
      "label": "ClientSession",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/kpi_aggregator.py",
      "source_location": "L148",
      "_origin": "ast",
      "community": 2,
      "norm_label": "clientsession",
      "community_name": "KPI Aggregator",
      "id": "custom_skills_25_seo_kpi_framework_code_scripts_kpi_aggregator_py_clientsession"
    },
    {
      "label": ".get_traffic_kpis()",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/kpi_aggregator.py",
      "source_location": "L162",
      "_origin": "ast",
      "community": 2,
      "norm_label": ".get_traffic_kpis()",
      "community_name": "KPI Aggregator",
      "id": "scripts_kpi_aggregator_kpiaggregator_get_traffic_kpis"
    },
    {
      "label": ".get_ranking_kpis()",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/kpi_aggregator.py",
      "source_location": "L194",
      "_origin": "ast",
      "community": 2,
      "norm_label": ".get_ranking_kpis()",
      "community_name": "KPI Aggregator",
      "id": "scripts_kpi_aggregator_kpiaggregator_get_ranking_kpis"
    },
    {
      "label": ".get_link_kpis()",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/kpi_aggregator.py",
      "source_location": "L232",
      "_origin": "ast",
      "community": 2,
      "norm_label": ".get_link_kpis()",
      "community_name": "KPI Aggregator",
      "id": "scripts_kpi_aggregator_kpiaggregator_get_link_kpis"
    },
    {
      "label": ".get_technical_kpis()",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/kpi_aggregator.py",
      "source_location": "L273",
      "_origin": "ast",
      "community": 2,
      "norm_label": ".get_technical_kpis()",
      "community_name": "KPI Aggregator",
      "id": "scripts_kpi_aggregator_kpiaggregator_get_technical_kpis"
    },
    {
      "label": ".get_content_kpis()",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/kpi_aggregator.py",
      "source_location": "L311",
      "_origin": "ast",
      "community": 2,
      "norm_label": ".get_content_kpis()",
      "community_name": "KPI Aggregator",
      "id": "scripts_kpi_aggregator_kpiaggregator_get_content_kpis"
    },
    {
      "label": ".get_local_kpis()",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/kpi_aggregator.py",
      "source_location": "L347",
      "_origin": "ast",
      "community": 2,
      "norm_label": ".get_local_kpis()",
      "community_name": "KPI Aggregator",
      "id": "scripts_kpi_aggregator_kpiaggregator_get_local_kpis"
    },
    {
      "label": ".calculate_health_score()",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/kpi_aggregator.py",
      "source_location": "L358",
      "_origin": "ast",
      "community": 2,
      "norm_label": ".calculate_health_score()",
      "community_name": "KPI Aggregator",
      "id": "scripts_kpi_aggregator_kpiaggregator_calculate_health_score"
    },
    {
      "label": ".set_targets()",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/kpi_aggregator.py",
      "source_location": "L395",
      "_origin": "ast",
      "community": 2,
      "norm_label": ".set_targets()",
      "community_name": "KPI Aggregator",
      "id": "scripts_kpi_aggregator_kpiaggregator_set_targets"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/kpi_aggregator.py",
      "source_location": "L395",
      "_origin": "ast",
      "community": 2,
      "norm_label": "any",
      "community_name": "KPI Aggregator",
      "id": "custom_skills_25_seo_kpi_framework_code_scripts_kpi_aggregator_py_any"
    },
    {
      "label": ".estimate_roi()",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/kpi_aggregator.py",
      "source_location": "L419",
      "_origin": "ast",
      "community": 2,
      "norm_label": ".estimate_roi()",
      "community_name": "KPI Aggregator",
      "id": "scripts_kpi_aggregator_kpiaggregator_estimate_roi"
    },
    {
      "label": ".compare_baseline()",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/kpi_aggregator.py",
      "source_location": "L434",
      "_origin": "ast",
      "community": 2,
      "norm_label": ".compare_baseline()",
      "community_name": "KPI Aggregator",
      "id": "scripts_kpi_aggregator_kpiaggregator_compare_baseline"
    },
    {
      "label": ".generate_executive_summary()",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/kpi_aggregator.py",
      "source_location": "L469",
      "_origin": "ast",
      "community": 2,
      "norm_label": ".generate_executive_summary()",
      "community_name": "KPI Aggregator",
      "id": "scripts_kpi_aggregator_kpiaggregator_generate_executive_summary"
    },
    {
      "label": ".aggregate()",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/kpi_aggregator.py",
      "source_location": "L516",
      "_origin": "ast",
      "community": 2,
      "norm_label": ".aggregate()",
      "community_name": "KPI Aggregator",
      "id": "scripts_kpi_aggregator_kpiaggregator_aggregate"
    },
    {
      "label": "format_text_report()",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/kpi_aggregator.py",
      "source_location": "L606",
      "_origin": "ast",
      "community": 2,
      "norm_label": "format_text_report()",
      "community_name": "KPI Aggregator",
      "id": "scripts_kpi_aggregator_format_text_report"
    },
    {
      "label": "serialize_result()",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/kpi_aggregator.py",
      "source_location": "L677",
      "_origin": "ast",
      "community": 2,
      "norm_label": "serialize_result()",
      "community_name": "KPI Aggregator",
      "id": "scripts_kpi_aggregator_serialize_result"
    },
    {
      "label": "parse_args()",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/kpi_aggregator.py",
      "source_location": "L700",
      "_origin": "ast",
      "community": 2,
      "norm_label": "parse_args()",
      "community_name": "KPI Aggregator",
      "id": "scripts_kpi_aggregator_parse_args"
    },
    {
      "label": "Namespace",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/kpi_aggregator.py",
      "source_location": "L700",
      "_origin": "ast",
      "community": 2,
      "norm_label": "namespace",
      "community_name": "KPI Aggregator",
      "id": "custom_skills_25_seo_kpi_framework_code_scripts_kpi_aggregator_py_namespace"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/kpi_aggregator.py",
      "source_location": "L731",
      "_origin": "ast",
      "community": 2,
      "norm_label": "main()",
      "community_name": "KPI Aggregator",
      "id": "scripts_kpi_aggregator_main"
    },
    {
      "label": "KPI Aggregator - Unified SEO KPI aggregation across all dimensions =============",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/kpi_aggregator.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 2,
      "norm_label": "kpi aggregator - unified seo kpi aggregation across all dimensions =============",
      "community_name": "KPI Aggregator",
      "id": "scripts_kpi_aggregator_rationale_1"
    },
    {
      "label": "Single KPI metric with trend and target information.",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/kpi_aggregator.py",
      "source_location": "L32",
      "_origin": "ast",
      "community": 2,
      "norm_label": "single kpi metric with trend and target information.",
      "community_name": "KPI Aggregator",
      "id": "scripts_kpi_aggregator_rationale_32"
    },
    {
      "label": "Compute trend direction and change percentage.",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/kpi_aggregator.py",
      "source_location": "L43",
      "_origin": "ast",
      "community": 2,
      "norm_label": "compute trend direction and change percentage.",
      "community_name": "KPI Aggregator",
      "id": "scripts_kpi_aggregator_rationale_43"
    },
    {
      "label": "A dimension grouping multiple KPI metrics.",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/kpi_aggregator.py",
      "source_location": "L58",
      "_origin": "ast",
      "community": 2,
      "norm_label": "a dimension grouping multiple kpi metrics.",
      "community_name": "KPI Aggregator",
      "id": "scripts_kpi_aggregator_rationale_58"
    },
    {
      "label": "Compute dimension score (0-100) based on metrics health.",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/kpi_aggregator.py",
      "source_location": "L65",
      "_origin": "ast",
      "community": 2,
      "norm_label": "compute dimension score (0-100) based on metrics health.",
      "community_name": "KPI Aggregator",
      "id": "scripts_kpi_aggregator_rationale_65"
    },
    {
      "label": "Overall SEO health score.",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/kpi_aggregator.py",
      "source_location": "L86",
      "_origin": "ast",
      "community": 2,
      "norm_label": "overall seo health score.",
      "community_name": "KPI Aggregator",
      "id": "scripts_kpi_aggregator_rationale_86"
    },
    {
      "label": "ROI estimation from Ahrefs traffic cost.",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/kpi_aggregator.py",
      "source_location": "L94",
      "_origin": "ast",
      "community": 2,
      "norm_label": "roi estimation from ahrefs traffic cost.",
      "community_name": "KPI Aggregator",
      "id": "scripts_kpi_aggregator_rationale_94"
    },
    {
      "label": "Complete KPI aggregation result.",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/kpi_aggregator.py",
      "source_location": "L102",
      "_origin": "ast",
      "community": 2,
      "norm_label": "complete kpi aggregation result.",
      "community_name": "KPI Aggregator",
      "id": "scripts_kpi_aggregator_rationale_102"
    },
    {
      "label": "Aggregate SEO KPIs across all dimensions from Ahrefs data.",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/kpi_aggregator.py",
      "source_location": "L134",
      "_origin": "ast",
      "community": 2,
      "norm_label": "aggregate seo kpis across all dimensions from ahrefs data.",
      "community_name": "KPI Aggregator",
      "id": "scripts_kpi_aggregator_rationale_134"
    },
    {
      "label": "Make an authenticated GET request to Ahrefs API.",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/kpi_aggregator.py",
      "source_location": "L151",
      "_origin": "ast",
      "community": 2,
      "norm_label": "make an authenticated get request to ahrefs api.",
      "community_name": "KPI Aggregator",
      "id": "scripts_kpi_aggregator_rationale_151"
    },
    {
      "label": "Collect traffic KPIs via site-explorer-metrics.",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/kpi_aggregator.py",
      "source_location": "L165",
      "_origin": "ast",
      "community": 2,
      "norm_label": "collect traffic kpis via site-explorer-metrics.",
      "community_name": "KPI Aggregator",
      "id": "scripts_kpi_aggregator_rationale_165"
    },
    {
      "label": "Collect ranking KPIs via site-explorer-metrics.",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/kpi_aggregator.py",
      "source_location": "L197",
      "_origin": "ast",
      "community": 2,
      "norm_label": "collect ranking kpis via site-explorer-metrics.",
      "community_name": "KPI Aggregator",
      "id": "scripts_kpi_aggregator_rationale_197"
    },
    {
      "label": "Collect link KPIs via domain-rating and metrics.",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/kpi_aggregator.py",
      "source_location": "L235",
      "_origin": "ast",
      "community": 2,
      "norm_label": "collect link kpis via domain-rating and metrics.",
      "community_name": "KPI Aggregator",
      "id": "scripts_kpi_aggregator_rationale_235"
    },
    {
      "label": "Collect technical KPIs (estimated from available data).",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/kpi_aggregator.py",
      "source_location": "L276",
      "_origin": "ast",
      "community": 2,
      "norm_label": "collect technical kpis (estimated from available data).",
      "community_name": "KPI Aggregator",
      "id": "scripts_kpi_aggregator_rationale_276"
    },
    {
      "label": "Collect content KPIs from available metrics.",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/kpi_aggregator.py",
      "source_location": "L314",
      "_origin": "ast",
      "community": 2,
      "norm_label": "collect content kpis from available metrics.",
      "community_name": "KPI Aggregator",
      "id": "scripts_kpi_aggregator_rationale_314"
    },
    {
      "label": "Placeholder for local KPIs (requires external data).",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/kpi_aggregator.py",
      "source_location": "L348",
      "_origin": "ast",
      "community": 2,
      "norm_label": "placeholder for local kpis (requires external data).",
      "community_name": "KPI Aggregator",
      "id": "scripts_kpi_aggregator_rationale_348"
    },
    {
      "label": "Calculate weighted health score across all dimensions.",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/kpi_aggregator.py",
      "source_location": "L359",
      "_origin": "ast",
      "community": 2,
      "norm_label": "calculate weighted health score across all dimensions.",
      "community_name": "KPI Aggregator",
      "id": "scripts_kpi_aggregator_rationale_359"
    },
    {
      "label": "Calculate 30/60/90 day targets (5%/10%/20% improvement).",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/kpi_aggregator.py",
      "source_location": "L396",
      "_origin": "ast",
      "community": 2,
      "norm_label": "calculate 30/60/90 day targets (5%/10%/20% improvement).",
      "community_name": "KPI Aggregator",
      "id": "scripts_kpi_aggregator_rationale_396"
    },
    {
      "label": "Estimate ROI from Ahrefs traffic cost data.",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/kpi_aggregator.py",
      "source_location": "L420",
      "_origin": "ast",
      "community": 2,
      "norm_label": "estimate roi from ahrefs traffic cost data.",
      "community_name": "KPI Aggregator",
      "id": "scripts_kpi_aggregator_rationale_420"
    },
    {
      "label": "Compare current KPIs against a stored baseline.",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/kpi_aggregator.py",
      "source_location": "L437",
      "_origin": "ast",
      "community": 2,
      "norm_label": "compare current kpis against a stored baseline.",
      "community_name": "KPI Aggregator",
      "id": "scripts_kpi_aggregator_rationale_437"
    },
    {
      "label": "Generate executive summary with wins, concerns, recommendations.",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/kpi_aggregator.py",
      "source_location": "L472",
      "_origin": "ast",
      "community": 2,
      "norm_label": "generate executive summary with wins, concerns, recommendations.",
      "community_name": "KPI Aggregator",
      "id": "scripts_kpi_aggregator_rationale_472"
    },
    {
      "label": "Orchestrate full KPI aggregation across all dimensions.",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/kpi_aggregator.py",
      "source_location": "L523",
      "_origin": "ast",
      "community": 2,
      "norm_label": "orchestrate full kpi aggregation across all dimensions.",
      "community_name": "KPI Aggregator",
      "id": "scripts_kpi_aggregator_rationale_523"
    },
    {
      "label": "Format KPI result as human-readable text report.",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/kpi_aggregator.py",
      "source_location": "L607",
      "_origin": "ast",
      "community": 2,
      "norm_label": "format kpi result as human-readable text report.",
      "community_name": "KPI Aggregator",
      "id": "scripts_kpi_aggregator_rationale_607"
    },
    {
      "label": "Serialize KpiResult to JSON-safe dictionary.",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/kpi_aggregator.py",
      "source_location": "L678",
      "_origin": "ast",
      "community": 2,
      "norm_label": "serialize kpiresult to json-safe dictionary.",
      "community_name": "KPI Aggregator",
      "id": "scripts_kpi_aggregator_rationale_678"
    },
    {
      "label": "Parse command-line arguments.",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/kpi_aggregator.py",
      "source_location": "L701",
      "_origin": "ast",
      "community": 2,
      "norm_label": "parse command-line arguments.",
      "community_name": "KPI Aggregator",
      "id": "scripts_kpi_aggregator_rationale_701"
    },
    {
      "label": "performance_reporter.py",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/performance_reporter.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 3,
      "norm_label": "performance_reporter.py",
      "community_name": "Performance Reporting",
      "id": "scripts_performance_reporter"
    },
    {
      "label": "TrendData",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/performance_reporter.py",
      "source_location": "L31",
      "_origin": "ast",
      "community": 3,
      "norm_label": "trenddata",
      "community_name": "Performance Reporting",
      "id": "scripts_performance_reporter_trenddata"
    },
    {
      "label": "WinConcern",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/performance_reporter.py",
      "source_location": "L40",
      "_origin": "ast",
      "community": 3,
      "norm_label": "winconcern",
      "community_name": "Performance Reporting",
      "id": "scripts_performance_reporter_winconcern"
    },
    {
      "label": "TargetProgress",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/performance_reporter.py",
      "source_location": "L49",
      "_origin": "ast",
      "community": 3,
      "norm_label": "targetprogress",
      "community_name": "Performance Reporting",
      "id": "scripts_performance_reporter_targetprogress"
    },
    {
      "label": ".compute_progress()",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/performance_reporter.py",
      "source_location": "L56",
      "_origin": "ast",
      "community": 3,
      "norm_label": ".compute_progress()",
      "community_name": "Performance Reporting",
      "id": "scripts_performance_reporter_targetprogress_compute_progress"
    },
    {
      "label": "PerformanceReport",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/performance_reporter.py",
      "source_location": "L65",
      "_origin": "ast",
      "community": 3,
      "norm_label": "performancereport",
      "community_name": "Performance Reporting",
      "id": "scripts_performance_reporter_performancereport"
    },
    {
      "label": "get_date_range()",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/performance_reporter.py",
      "source_location": "L95",
      "_origin": "ast",
      "community": 3,
      "norm_label": "get_date_range()",
      "community_name": "Performance Reporting",
      "id": "scripts_performance_reporter_get_date_range"
    },
    {
      "label": "get_previous_range()",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/performance_reporter.py",
      "source_location": "L107",
      "_origin": "ast",
      "community": 3,
      "norm_label": "get_previous_range()",
      "community_name": "Performance Reporting",
      "id": "scripts_performance_reporter_get_previous_range"
    },
    {
      "label": "PerformanceReporter",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/performance_reporter.py",
      "source_location": "L123",
      "_origin": "ast",
      "community": 3,
      "norm_label": "performancereporter",
      "community_name": "Performance Reporting",
      "id": "scripts_performance_reporter_performancereporter"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/performance_reporter.py",
      "source_location": "L128",
      "_origin": "ast",
      "community": 3,
      "norm_label": ".__init__()",
      "community_name": "Performance Reporting",
      "id": "scripts_performance_reporter_performancereporter_init"
    },
    {
      "label": "._ahrefs_get()",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/performance_reporter.py",
      "source_location": "L136",
      "_origin": "ast",
      "community": 3,
      "norm_label": "._ahrefs_get()",
      "community_name": "Performance Reporting",
      "id": "scripts_performance_reporter_performancereporter_ahrefs_get"
    },
    {
      "label": "ClientSession",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/performance_reporter.py",
      "source_location": "L136",
      "_origin": "ast",
      "community": 3,
      "norm_label": "clientsession",
      "community_name": "Performance Reporting",
      "id": "custom_skills_25_seo_kpi_framework_code_scripts_performance_reporter_py_clientsession"
    },
    {
      "label": ".get_metrics_history()",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/performance_reporter.py",
      "source_location": "L150",
      "_origin": "ast",
      "community": 3,
      "norm_label": ".get_metrics_history()",
      "community_name": "Performance Reporting",
      "id": "scripts_performance_reporter_performancereporter_get_metrics_history"
    },
    {
      "label": ".get_dr_history()",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/performance_reporter.py",
      "source_location": "L173",
      "_origin": "ast",
      "community": 3,
      "norm_label": ".get_dr_history()",
      "community_name": "Performance Reporting",
      "id": "scripts_performance_reporter_performancereporter_get_dr_history"
    },
    {
      "label": ".get_current_metrics()",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/performance_reporter.py",
      "source_location": "L194",
      "_origin": "ast",
      "community": 3,
      "norm_label": ".get_current_metrics()",
      "community_name": "Performance Reporting",
      "id": "scripts_performance_reporter_performancereporter_get_current_metrics"
    },
    {
      "label": ".get_volume_history()",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/performance_reporter.py",
      "source_location": "L207",
      "_origin": "ast",
      "community": 3,
      "norm_label": ".get_volume_history()",
      "community_name": "Performance Reporting",
      "id": "scripts_performance_reporter_performancereporter_get_volume_history"
    },
    {
      "label": ".calculate_period_comparison()",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/performance_reporter.py",
      "source_location": "L230",
      "_origin": "ast",
      "community": 3,
      "norm_label": ".calculate_period_comparison()",
      "community_name": "Performance Reporting",
      "id": "scripts_performance_reporter_performancereporter_calculate_period_comparison"
    },
    {
      "label": ".identify_wins()",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/performance_reporter.py",
      "source_location": "L267",
      "_origin": "ast",
      "community": 3,
      "norm_label": ".identify_wins()",
      "community_name": "Performance Reporting",
      "id": "scripts_performance_reporter_performancereporter_identify_wins"
    },
    {
      "label": ".identify_concerns()",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/performance_reporter.py",
      "source_location": "L294",
      "_origin": "ast",
      "community": 3,
      "norm_label": ".identify_concerns()",
      "community_name": "Performance Reporting",
      "id": "scripts_performance_reporter_performancereporter_identify_concerns"
    },
    {
      "label": "._extract_metric()",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/performance_reporter.py",
      "source_location": "L327",
      "_origin": "ast",
      "community": 3,
      "norm_label": "._extract_metric()",
      "community_name": "Performance Reporting",
      "id": "scripts_performance_reporter_performancereporter_extract_metric"
    },
    {
      "label": ".generate_executive_summary()",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/performance_reporter.py",
      "source_location": "L336",
      "_origin": "ast",
      "community": 3,
      "norm_label": ".generate_executive_summary()",
      "community_name": "Performance Reporting",
      "id": "scripts_performance_reporter_performancereporter_generate_executive_summary"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/performance_reporter.py",
      "source_location": "L336",
      "_origin": "ast",
      "community": 3,
      "norm_label": "any",
      "community_name": "Performance Reporting",
      "id": "custom_skills_25_seo_kpi_framework_code_scripts_performance_reporter_py_any"
    },
    {
      "label": ".generate_tactical_breakdown()",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/performance_reporter.py",
      "source_location": "L371",
      "_origin": "ast",
      "community": 3,
      "norm_label": ".generate_tactical_breakdown()",
      "community_name": "Performance Reporting",
      "id": "scripts_performance_reporter_performancereporter_generate_tactical_breakdown"
    },
    {
      "label": ".compare_targets()",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/performance_reporter.py",
      "source_location": "L457",
      "_origin": "ast",
      "community": 3,
      "norm_label": ".compare_targets()",
      "community_name": "Performance Reporting",
      "id": "scripts_performance_reporter_performancereporter_compare_targets"
    },
    {
      "label": ".report()",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/performance_reporter.py",
      "source_location": "L482",
      "_origin": "ast",
      "community": 3,
      "norm_label": ".report()",
      "community_name": "Performance Reporting",
      "id": "scripts_performance_reporter_performancereporter_report"
    },
    {
      "label": "format_text_report()",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/performance_reporter.py",
      "source_location": "L624",
      "_origin": "ast",
      "community": 3,
      "norm_label": "format_text_report()",
      "community_name": "Performance Reporting",
      "id": "scripts_performance_reporter_format_text_report"
    },
    {
      "label": "serialize_report()",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/performance_reporter.py",
      "source_location": "L707",
      "_origin": "ast",
      "community": 3,
      "norm_label": "serialize_report()",
      "community_name": "Performance Reporting",
      "id": "scripts_performance_reporter_serialize_report"
    },
    {
      "label": "parse_args()",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/performance_reporter.py",
      "source_location": "L733",
      "_origin": "ast",
      "community": 3,
      "norm_label": "parse_args()",
      "community_name": "Performance Reporting",
      "id": "scripts_performance_reporter_parse_args"
    },
    {
      "label": "Namespace",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/performance_reporter.py",
      "source_location": "L733",
      "_origin": "ast",
      "community": 3,
      "norm_label": "namespace",
      "community_name": "Performance Reporting",
      "id": "custom_skills_25_seo_kpi_framework_code_scripts_performance_reporter_py_namespace"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/performance_reporter.py",
      "source_location": "L772",
      "_origin": "ast",
      "community": 3,
      "norm_label": "main()",
      "community_name": "Performance Reporting",
      "id": "scripts_performance_reporter_main"
    },
    {
      "label": "Performance Reporter - Period-over-period SEO performance reports ==============",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/performance_reporter.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 3,
      "norm_label": "performance reporter - period-over-period seo performance reports ==============",
      "community_name": "Performance Reporting",
      "id": "scripts_performance_reporter_rationale_1"
    },
    {
      "label": "Single trend data point for a metric.",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/performance_reporter.py",
      "source_location": "L32",
      "_origin": "ast",
      "community": 3,
      "norm_label": "single trend data point for a metric.",
      "community_name": "Performance Reporting",
      "id": "scripts_performance_reporter_rationale_32"
    },
    {
      "label": "A notable win or concern from performance analysis.",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/performance_reporter.py",
      "source_location": "L41",
      "_origin": "ast",
      "community": 3,
      "norm_label": "a notable win or concern from performance analysis.",
      "community_name": "Performance Reporting",
      "id": "scripts_performance_reporter_rationale_41"
    },
    {
      "label": "Target vs actual progress tracking.",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/performance_reporter.py",
      "source_location": "L50",
      "_origin": "ast",
      "community": 3,
      "norm_label": "target vs actual progress tracking.",
      "community_name": "Performance Reporting",
      "id": "scripts_performance_reporter_rationale_50"
    },
    {
      "label": "Compute progress percentage toward target.",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/performance_reporter.py",
      "source_location": "L57",
      "_origin": "ast",
      "community": 3,
      "norm_label": "compute progress percentage toward target.",
      "community_name": "Performance Reporting",
      "id": "scripts_performance_reporter_rationale_57"
    },
    {
      "label": "Complete performance report.",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/performance_reporter.py",
      "source_location": "L66",
      "_origin": "ast",
      "community": 3,
      "norm_label": "complete performance report.",
      "community_name": "Performance Reporting",
      "id": "scripts_performance_reporter_rationale_66"
    },
    {
      "label": "Compute date range from period or explicit dates.",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/performance_reporter.py",
      "source_location": "L98",
      "_origin": "ast",
      "community": 3,
      "norm_label": "compute date range from period or explicit dates.",
      "community_name": "Performance Reporting",
      "id": "scripts_performance_reporter_rationale_98"
    },
    {
      "label": "Compute the previous period of equal length for comparison.",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/performance_reporter.py",
      "source_location": "L110",
      "_origin": "ast",
      "community": 3,
      "norm_label": "compute the previous period of equal length for comparison.",
      "community_name": "Performance Reporting",
      "id": "scripts_performance_reporter_rationale_110"
    },
    {
      "label": "Generate period-over-period SEO performance reports from Ahrefs.",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/performance_reporter.py",
      "source_location": "L124",
      "_origin": "ast",
      "community": 3,
      "norm_label": "generate period-over-period seo performance reports from ahrefs.",
      "community_name": "Performance Reporting",
      "id": "scripts_performance_reporter_rationale_124"
    },
    {
      "label": "Make an authenticated GET request to Ahrefs API.",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/performance_reporter.py",
      "source_location": "L139",
      "_origin": "ast",
      "community": 3,
      "norm_label": "make an authenticated get request to ahrefs api.",
      "community_name": "Performance Reporting",
      "id": "scripts_performance_reporter_rationale_139"
    },
    {
      "label": "Fetch historical metrics via site-explorer-metrics-history.",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/performance_reporter.py",
      "source_location": "L157",
      "_origin": "ast",
      "community": 3,
      "norm_label": "fetch historical metrics via site-explorer-metrics-history.",
      "community_name": "Performance Reporting",
      "id": "scripts_performance_reporter_rationale_157"
    },
    {
      "label": "Fetch domain rating history.",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/performance_reporter.py",
      "source_location": "L180",
      "_origin": "ast",
      "community": 3,
      "norm_label": "fetch domain rating history.",
      "community_name": "Performance Reporting",
      "id": "scripts_performance_reporter_rationale_180"
    },
    {
      "label": "Fetch current snapshot metrics.",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/performance_reporter.py",
      "source_location": "L197",
      "_origin": "ast",
      "community": 3,
      "norm_label": "fetch current snapshot metrics.",
      "community_name": "Performance Reporting",
      "id": "scripts_performance_reporter_rationale_197"
    },
    {
      "label": "Fetch total search volume history.",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/performance_reporter.py",
      "source_location": "L214",
      "_origin": "ast",
      "community": 3,
      "norm_label": "fetch total search volume history.",
      "community_name": "Performance Reporting",
      "id": "scripts_performance_reporter_rationale_214"
    },
    {
      "label": "Compare metric values between current and previous period.",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/performance_reporter.py",
      "source_location": "L233",
      "_origin": "ast",
      "community": 3,
      "norm_label": "compare metric values between current and previous period.",
      "community_name": "Performance Reporting",
      "id": "scripts_performance_reporter_rationale_233"
    },
    {
      "label": "Identify significant positive changes between periods.",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/performance_reporter.py",
      "source_location": "L270",
      "_origin": "ast",
      "community": 3,
      "norm_label": "identify significant positive changes between periods.",
      "community_name": "Performance Reporting",
      "id": "scripts_performance_reporter_rationale_270"
    },
    {
      "label": "Identify significant negative changes between periods.",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/performance_reporter.py",
      "source_location": "L297",
      "_origin": "ast",
      "community": 3,
      "norm_label": "identify significant negative changes between periods.",
      "community_name": "Performance Reporting",
      "id": "scripts_performance_reporter_rationale_297"
    },
    {
      "label": "Extract a metric value from nested Ahrefs response.",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/performance_reporter.py",
      "source_location": "L328",
      "_origin": "ast",
      "community": 3,
      "norm_label": "extract a metric value from nested ahrefs response.",
      "community_name": "Performance Reporting",
      "id": "scripts_performance_reporter_rationale_328"
    },
    {
      "label": "Generate high-level executive summary.",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/performance_reporter.py",
      "source_location": "L344",
      "_origin": "ast",
      "community": 3,
      "norm_label": "generate high-level executive summary.",
      "community_name": "Performance Reporting",
      "id": "scripts_performance_reporter_rationale_344"
    },
    {
      "label": "Generate actionable next steps per dimension.",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/performance_reporter.py",
      "source_location": "L374",
      "_origin": "ast",
      "community": 3,
      "norm_label": "generate actionable next steps per dimension.",
      "community_name": "Performance Reporting",
      "id": "scripts_performance_reporter_rationale_374"
    },
    {
      "label": "Compare current metrics against saved targets.",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/performance_reporter.py",
      "source_location": "L460",
      "_origin": "ast",
      "community": 3,
      "norm_label": "compare current metrics against saved targets.",
      "community_name": "Performance Reporting",
      "id": "scripts_performance_reporter_rationale_460"
    },
    {
      "label": "Orchestrate full performance report generation.",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/performance_reporter.py",
      "source_location": "L491",
      "_origin": "ast",
      "community": 3,
      "norm_label": "orchestrate full performance report generation.",
      "community_name": "Performance Reporting",
      "id": "scripts_performance_reporter_rationale_491"
    },
    {
      "label": "Format performance report as human-readable text.",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/performance_reporter.py",
      "source_location": "L625",
      "_origin": "ast",
      "community": 3,
      "norm_label": "format performance report as human-readable text.",
      "community_name": "Performance Reporting",
      "id": "scripts_performance_reporter_rationale_625"
    },
    {
      "label": "Serialize PerformanceReport to JSON-safe dictionary.",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/performance_reporter.py",
      "source_location": "L708",
      "_origin": "ast",
      "community": 3,
      "norm_label": "serialize performancereport to json-safe dictionary.",
      "community_name": "Performance Reporting",
      "id": "scripts_performance_reporter_rationale_708"
    },
    {
      "label": "Parse command-line arguments.",
      "file_type": "rationale",
      "source_file": "custom-skills/25-seo-kpi-framework/code/scripts/performance_reporter.py",
      "source_location": "L734",
      "_origin": "ast",
      "community": 3,
      "norm_label": "parse command-line arguments.",
      "community_name": "Performance Reporting",
      "id": "scripts_performance_reporter_rationale_734"
    },
    {
      "label": "base_client.py",
      "file_type": "code",
      "source_file": "custom-skills/26-seo-international/code/scripts/base_client.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 40,
      "norm_label": "base_client.py",
      "community_name": "Async API Client",
      "id": "custom_skills_26_seo_international_code_scripts_base_client_py_scripts_base_client"
    },
    {
      "label": "RateLimiter",
      "file_type": "code",
      "source_file": "custom-skills/26-seo-international/code/scripts/base_client.py",
      "source_location": "L35",
      "_origin": "ast",
      "community": 40,
      "norm_label": "ratelimiter",
      "community_name": "Async API Client",
      "id": "custom_skills_26_seo_international_code_scripts_base_client_py_scripts_base_client_ratelimiter"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/26-seo-international/code/scripts/base_client.py",
      "source_location": "L38",
      "_origin": "ast",
      "community": 40,
      "norm_label": ".__init__()",
      "community_name": "Async API Client",
      "id": "custom_skills_26_seo_international_code_scripts_base_client_py_scripts_base_client_ratelimiter_init"
    },
    {
      "label": ".acquire()",
      "file_type": "code",
      "source_file": "custom-skills/26-seo-international/code/scripts/base_client.py",
      "source_location": "L52",
      "_origin": "ast",
      "community": 40,
      "norm_label": ".acquire()",
      "community_name": "Async API Client",
      "id": "custom_skills_26_seo_international_code_scripts_base_client_py_scripts_base_client_ratelimiter_acquire"
    },
    {
      "label": "BaseAsyncClient",
      "file_type": "code",
      "source_file": "custom-skills/26-seo-international/code/scripts/base_client.py",
      "source_location": "L68",
      "_origin": "ast",
      "community": 40,
      "norm_label": "baseasyncclient",
      "community_name": "Async API Client",
      "id": "custom_skills_26_seo_international_code_scripts_base_client_py_scripts_base_client_baseasyncclient"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/26-seo-international/code/scripts/base_client.py",
      "source_location": "L71",
      "_origin": "ast",
      "community": 40,
      "norm_label": ".__init__()",
      "community_name": "Async API Client",
      "id": "custom_skills_26_seo_international_code_scripts_base_client_py_scripts_base_client_baseasyncclient_init"
    },
    {
      "label": "Logger",
      "file_type": "code",
      "source_file": "custom-skills/26-seo-international/code/scripts/base_client.py",
      "source_location": "L71",
      "_origin": "ast",
      "community": 40,
      "norm_label": "logger",
      "community_name": "Async API Client",
      "id": "custom_skills_26_seo_international_code_scripts_base_client_py_logger"
    },
    {
      "label": "._rate_limited_request()",
      "file_type": "code",
      "source_file": "custom-skills/26-seo-international/code/scripts/base_client.py",
      "source_location": "L100",
      "_origin": "ast",
      "community": 40,
      "norm_label": "._rate_limited_request()",
      "community_name": "Async API Client",
      "id": "custom_skills_26_seo_international_code_scripts_base_client_py_scripts_base_client_baseasyncclient_rate_limited_request"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "custom-skills/26-seo-international/code/scripts/base_client.py",
      "source_location": "L100",
      "_origin": "ast",
      "community": 40,
      "norm_label": "any",
      "community_name": "Async API Client",
      "id": "custom_skills_26_seo_international_code_scripts_base_client_py_any"
    },
    {
      "label": ".batch_requests()",
      "file_type": "code",
      "source_file": "custom-skills/26-seo-international/code/scripts/base_client.py",
      "source_location": "L117",
      "_origin": "ast",
      "community": 40,
      "norm_label": ".batch_requests()",
      "community_name": "Async API Client",
      "id": "custom_skills_26_seo_international_code_scripts_base_client_py_scripts_base_client_baseasyncclient_batch_requests"
    },
    {
      "label": ".print_stats()",
      "file_type": "code",
      "source_file": "custom-skills/26-seo-international/code/scripts/base_client.py",
      "source_location": "L146",
      "_origin": "ast",
      "community": 40,
      "norm_label": ".print_stats()",
      "community_name": "Async API Client",
      "id": "custom_skills_26_seo_international_code_scripts_base_client_py_scripts_base_client_baseasyncclient_print_stats"
    },
    {
      "label": "ConfigManager",
      "file_type": "code",
      "source_file": "custom-skills/26-seo-international/code/scripts/base_client.py",
      "source_location": "L156",
      "_origin": "ast",
      "community": 40,
      "norm_label": "configmanager",
      "community_name": "Async API Client",
      "id": "custom_skills_26_seo_international_code_scripts_base_client_py_scripts_base_client_configmanager"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/26-seo-international/code/scripts/base_client.py",
      "source_location": "L159",
      "_origin": "ast",
      "community": 40,
      "norm_label": ".__init__()",
      "community_name": "Async API Client",
      "id": "custom_skills_26_seo_international_code_scripts_base_client_py_scripts_base_client_configmanager_init"
    },
    {
      "label": ".google_credentials_path()",
      "file_type": "code",
      "source_file": "custom-skills/26-seo-international/code/scripts/base_client.py",
      "source_location": "L163",
      "_origin": "ast",
      "community": 40,
      "norm_label": ".google_credentials_path()",
      "community_name": "Async API Client",
      "id": "custom_skills_26_seo_international_code_scripts_base_client_py_scripts_base_client_configmanager_google_credentials_path"
    },
    {
      "label": ".pagespeed_api_key()",
      "file_type": "code",
      "source_file": "custom-skills/26-seo-international/code/scripts/base_client.py",
      "source_location": "L172",
      "_origin": "ast",
      "community": 40,
      "norm_label": ".pagespeed_api_key()",
      "community_name": "Async API Client",
      "id": "custom_skills_26_seo_international_code_scripts_base_client_py_scripts_base_client_configmanager_pagespeed_api_key"
    },
    {
      "label": ".custom_search_api_key()",
      "file_type": "code",
      "source_file": "custom-skills/26-seo-international/code/scripts/base_client.py",
      "source_location": "L177",
      "_origin": "ast",
      "community": 40,
      "norm_label": ".custom_search_api_key()",
      "community_name": "Async API Client",
      "id": "custom_skills_26_seo_international_code_scripts_base_client_py_scripts_base_client_configmanager_custom_search_api_key"
    },
    {
      "label": ".custom_search_engine_id()",
      "file_type": "code",
      "source_file": "custom-skills/26-seo-international/code/scripts/base_client.py",
      "source_location": "L182",
      "_origin": "ast",
      "community": 40,
      "norm_label": ".custom_search_engine_id()",
      "community_name": "Async API Client",
      "id": "custom_skills_26_seo_international_code_scripts_base_client_py_scripts_base_client_configmanager_custom_search_engine_id"
    },
    {
      "label": ".notion_token()",
      "file_type": "code",
      "source_file": "custom-skills/26-seo-international/code/scripts/base_client.py",
      "source_location": "L187",
      "_origin": "ast",
      "community": 40,
      "norm_label": ".notion_token()",
      "community_name": "Async API Client",
      "id": "custom_skills_26_seo_international_code_scripts_base_client_py_scripts_base_client_configmanager_notion_token"
    },
    {
      "label": ".validate_google_credentials()",
      "file_type": "code",
      "source_file": "custom-skills/26-seo-international/code/scripts/base_client.py",
      "source_location": "L191",
      "_origin": "ast",
      "community": 40,
      "norm_label": ".validate_google_credentials()",
      "community_name": "Async API Client",
      "id": "custom_skills_26_seo_international_code_scripts_base_client_py_scripts_base_client_configmanager_validate_google_credentials"
    },
    {
      "label": ".get_required()",
      "file_type": "code",
      "source_file": "custom-skills/26-seo-international/code/scripts/base_client.py",
      "source_location": "L198",
      "_origin": "ast",
      "community": 40,
      "norm_label": ".get_required()",
      "community_name": "Async API Client",
      "id": "custom_skills_26_seo_international_code_scripts_base_client_py_scripts_base_client_configmanager_get_required"
    },
    {
      "label": "Base Client - Shared async client utilities ====================================",
      "file_type": "rationale",
      "source_file": "custom-skills/26-seo-international/code/scripts/base_client.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 40,
      "norm_label": "base client - shared async client utilities ====================================",
      "community_name": "Async API Client",
      "id": "custom_skills_26_seo_international_code_scripts_base_client_py_scripts_base_client_rationale_1"
    },
    {
      "label": "Rate limiter using token bucket algorithm.",
      "file_type": "rationale",
      "source_file": "custom-skills/26-seo-international/code/scripts/base_client.py",
      "source_location": "L36",
      "_origin": "ast",
      "community": 40,
      "norm_label": "rate limiter using token bucket algorithm.",
      "community_name": "Async API Client",
      "id": "custom_skills_26_seo_international_code_scripts_base_client_py_scripts_base_client_rationale_36"
    },
    {
      "label": "Initialize rate limiter.          Args:             rate: Number of requests all",
      "file_type": "rationale",
      "source_file": "custom-skills/26-seo-international/code/scripts/base_client.py",
      "source_location": "L39",
      "_origin": "ast",
      "community": 40,
      "norm_label": "initialize rate limiter.          args:             rate: number of requests all",
      "community_name": "Async API Client",
      "id": "custom_skills_26_seo_international_code_scripts_base_client_py_scripts_base_client_rationale_39"
    },
    {
      "label": "Acquire a token, waiting if necessary.",
      "file_type": "rationale",
      "source_file": "custom-skills/26-seo-international/code/scripts/base_client.py",
      "source_location": "L53",
      "_origin": "ast",
      "community": 40,
      "norm_label": "acquire a token, waiting if necessary.",
      "community_name": "Async API Client",
      "id": "custom_skills_26_seo_international_code_scripts_base_client_py_scripts_base_client_rationale_53"
    },
    {
      "label": "Base class for async API clients with rate limiting.",
      "file_type": "rationale",
      "source_file": "custom-skills/26-seo-international/code/scripts/base_client.py",
      "source_location": "L69",
      "_origin": "ast",
      "community": 40,
      "norm_label": "base class for async api clients with rate limiting.",
      "community_name": "Async API Client",
      "id": "custom_skills_26_seo_international_code_scripts_base_client_py_scripts_base_client_rationale_69"
    },
    {
      "label": "Initialize base client.          Args:             max_concurrent: Maximum concu",
      "file_type": "rationale",
      "source_file": "custom-skills/26-seo-international/code/scripts/base_client.py",
      "source_location": "L77",
      "_origin": "ast",
      "community": 40,
      "norm_label": "initialize base client.          args:             max_concurrent: maximum concu",
      "community_name": "Async API Client",
      "id": "custom_skills_26_seo_international_code_scripts_base_client_py_scripts_base_client_rationale_77"
    },
    {
      "label": "Execute a request with rate limiting and retry.",
      "file_type": "rationale",
      "source_file": "custom-skills/26-seo-international/code/scripts/base_client.py",
      "source_location": "L104",
      "_origin": "ast",
      "community": 40,
      "norm_label": "execute a request with rate limiting and retry.",
      "community_name": "Async API Client",
      "id": "custom_skills_26_seo_international_code_scripts_base_client_py_scripts_base_client_rationale_104"
    },
    {
      "label": "Execute multiple requests concurrently.",
      "file_type": "rationale",
      "source_file": "custom-skills/26-seo-international/code/scripts/base_client.py",
      "source_location": "L122",
      "_origin": "ast",
      "community": 40,
      "norm_label": "execute multiple requests concurrently.",
      "community_name": "Async API Client",
      "id": "custom_skills_26_seo_international_code_scripts_base_client_py_scripts_base_client_rationale_122"
    },
    {
      "label": "Print request statistics.",
      "file_type": "rationale",
      "source_file": "custom-skills/26-seo-international/code/scripts/base_client.py",
      "source_location": "L147",
      "_origin": "ast",
      "community": 40,
      "norm_label": "print request statistics.",
      "community_name": "Async API Client",
      "id": "custom_skills_26_seo_international_code_scripts_base_client_py_scripts_base_client_rationale_147"
    },
    {
      "label": "Manage API configuration and credentials.",
      "file_type": "rationale",
      "source_file": "custom-skills/26-seo-international/code/scripts/base_client.py",
      "source_location": "L157",
      "_origin": "ast",
      "community": 40,
      "norm_label": "manage api configuration and credentials.",
      "community_name": "Async API Client",
      "id": "custom_skills_26_seo_international_code_scripts_base_client_py_scripts_base_client_rationale_157"
    },
    {
      "label": "Get Google service account credentials path.",
      "file_type": "rationale",
      "source_file": "custom-skills/26-seo-international/code/scripts/base_client.py",
      "source_location": "L164",
      "_origin": "ast",
      "community": 40,
      "norm_label": "get google service account credentials path.",
      "community_name": "Async API Client",
      "id": "custom_skills_26_seo_international_code_scripts_base_client_py_scripts_base_client_rationale_164"
    },
    {
      "label": "Get PageSpeed Insights API key.",
      "file_type": "rationale",
      "source_file": "custom-skills/26-seo-international/code/scripts/base_client.py",
      "source_location": "L173",
      "_origin": "ast",
      "community": 40,
      "norm_label": "get pagespeed insights api key.",
      "community_name": "Async API Client",
      "id": "custom_skills_26_seo_international_code_scripts_base_client_py_scripts_base_client_rationale_173"
    },
    {
      "label": "Get Custom Search API key.",
      "file_type": "rationale",
      "source_file": "custom-skills/26-seo-international/code/scripts/base_client.py",
      "source_location": "L178",
      "_origin": "ast",
      "community": 40,
      "norm_label": "get custom search api key.",
      "community_name": "Async API Client",
      "id": "custom_skills_26_seo_international_code_scripts_base_client_py_scripts_base_client_rationale_178"
    },
    {
      "label": "Get Custom Search Engine ID.",
      "file_type": "rationale",
      "source_file": "custom-skills/26-seo-international/code/scripts/base_client.py",
      "source_location": "L183",
      "_origin": "ast",
      "community": 40,
      "norm_label": "get custom search engine id.",
      "community_name": "Async API Client",
      "id": "custom_skills_26_seo_international_code_scripts_base_client_py_scripts_base_client_rationale_183"
    },
    {
      "label": "Get Notion API token.",
      "file_type": "rationale",
      "source_file": "custom-skills/26-seo-international/code/scripts/base_client.py",
      "source_location": "L188",
      "_origin": "ast",
      "community": 40,
      "norm_label": "get notion api token.",
      "community_name": "Async API Client",
      "id": "custom_skills_26_seo_international_code_scripts_base_client_py_scripts_base_client_rationale_188"
    },
    {
      "label": "Validate Google credentials are configured.",
      "file_type": "rationale",
      "source_file": "custom-skills/26-seo-international/code/scripts/base_client.py",
      "source_location": "L192",
      "_origin": "ast",
      "community": 40,
      "norm_label": "validate google credentials are configured.",
      "community_name": "Async API Client",
      "id": "custom_skills_26_seo_international_code_scripts_base_client_py_scripts_base_client_rationale_192"
    },
    {
      "label": "Get required environment variable or raise error.",
      "file_type": "rationale",
      "source_file": "custom-skills/26-seo-international/code/scripts/base_client.py",
      "source_location": "L199",
      "_origin": "ast",
      "community": 40,
      "norm_label": "get required environment variable or raise error.",
      "community_name": "Async API Client",
      "id": "custom_skills_26_seo_international_code_scripts_base_client_py_scripts_base_client_rationale_199"
    },
    {
      "label": "international_auditor.py",
      "file_type": "code",
      "source_file": "custom-skills/26-seo-international/code/scripts/international_auditor.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 138,
      "norm_label": "international_auditor.py",
      "community_name": "International SEO Auditor",
      "id": "scripts_international_auditor"
    },
    {
      "label": "URLStructureAnalysis",
      "file_type": "code",
      "source_file": "custom-skills/26-seo-international/code/scripts/international_auditor.py",
      "source_location": "L122",
      "_origin": "ast",
      "community": 187,
      "norm_label": "urlstructureanalysis",
      "community_name": "International URL Patterns",
      "id": "scripts_international_auditor_urlstructureanalysis"
    },
    {
      "label": "ContentParityEntry",
      "file_type": "code",
      "source_file": "custom-skills/26-seo-international/code/scripts/international_auditor.py",
      "source_location": "L133",
      "_origin": "ast",
      "community": 185,
      "norm_label": "contentparityentry",
      "community_name": "Language Content Parity",
      "id": "scripts_international_auditor_contentparityentry"
    },
    {
      "label": "LanguageDetection",
      "file_type": "code",
      "source_file": "custom-skills/26-seo-international/code/scripts/international_auditor.py",
      "source_location": "L143",
      "_origin": "ast",
      "community": 223,
      "norm_label": "languagedetection",
      "community_name": "Language Detection Audit",
      "id": "scripts_international_auditor_languagedetection"
    },
    {
      "label": "RedirectLogic",
      "file_type": "code",
      "source_file": "custom-skills/26-seo-international/code/scripts/international_auditor.py",
      "source_location": "L154",
      "_origin": "ast",
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    {
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    {
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      "label": "Calculate an overall international SEO score (0-100).",
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    {
      "label": "Fetch URL content as text.",
      "file_type": "rationale",
      "source_file": "custom-skills/26-seo-international/code/scripts/international_auditor.py",
      "source_location": "L934",
      "_origin": "ast",
      "community": 186,
      "norm_label": "fetch url content as text.",
      "community_name": "Korean Market Expansion",
      "id": "scripts_international_auditor_rationale_934"
    },
    {
      "label": "Extract language codes from hreflang link tags.",
      "file_type": "rationale",
      "source_file": "custom-skills/26-seo-international/code/scripts/international_auditor.py",
      "source_location": "L946",
      "_origin": "ast",
      "community": 187,
      "norm_label": "extract language codes from hreflang link tags.",
      "community_name": "International URL Patterns",
      "id": "scripts_international_auditor_rationale_946"
    },
    {
      "label": "Extract href values from hreflang link tags.",
      "file_type": "rationale",
      "source_file": "custom-skills/26-seo-international/code/scripts/international_auditor.py",
      "source_location": "L954",
      "_origin": "ast",
      "community": 187,
      "norm_label": "extract href values from hreflang link tags.",
      "community_name": "International URL Patterns",
      "id": "scripts_international_auditor_rationale_954"
    },
    {
      "label": "Extract a mapping of hreflang language code to href.",
      "file_type": "rationale",
      "source_file": "custom-skills/26-seo-international/code/scripts/international_auditor.py",
      "source_location": "L962",
      "_origin": "ast",
      "community": 177,
      "norm_label": "extract a mapping of hreflang language code to href.",
      "community_name": "International SEO Audit",
      "id": "scripts_international_auditor_rationale_962"
    },
    {
      "label": "Guess the URL structure pattern from a list of hreflang hrefs.",
      "file_type": "rationale",
      "source_file": "custom-skills/26-seo-international/code/scripts/international_auditor.py",
      "source_location": "L984",
      "_origin": "ast",
      "community": 187,
      "norm_label": "guess the url structure pattern from a list of hreflang hrefs.",
      "community_name": "International URL Patterns",
      "id": "scripts_international_auditor_rationale_984"
    },
    {
      "label": "Convert the audit result dataclass tree to a plain dict.",
      "file_type": "rationale",
      "source_file": "custom-skills/26-seo-international/code/scripts/international_auditor.py",
      "source_location": "L1010",
      "_origin": "ast",
      "community": 138,
      "norm_label": "convert the audit result dataclass tree to a plain dict.",
      "community_name": "International SEO Auditor",
      "id": "scripts_international_auditor_rationale_1010"
    },
    {
      "label": "Print a human-readable text report to stdout.",
      "file_type": "rationale",
      "source_file": "custom-skills/26-seo-international/code/scripts/international_auditor.py",
      "source_location": "L1022",
      "_origin": "ast",
      "community": 138,
      "norm_label": "print a human-readable text report to stdout.",
      "community_name": "International SEO Auditor",
      "id": "scripts_international_auditor_rationale_1022"
    },
    {
      "label": "Build the argument parser.",
      "file_type": "rationale",
      "source_file": "custom-skills/26-seo-international/code/scripts/international_auditor.py",
      "source_location": "L1108",
      "_origin": "ast",
      "community": 138,
      "norm_label": "build the argument parser.",
      "community_name": "International SEO Auditor",
      "id": "scripts_international_auditor_rationale_1108"
    },
    {
      "label": "ai_citation_analyzer.py",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_citation_analyzer.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 139,
      "norm_label": "ai_citation_analyzer.py",
      "community_name": "AI Citation Analyzer",
      "id": "scripts_ai_citation_analyzer"
    },
    {
      "label": "AiResponse",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_citation_analyzer.py",
      "source_location": "L38",
      "_origin": "ast",
      "community": 73,
      "norm_label": "airesponse",
      "community_name": "AI Citation Analyzer",
      "id": "scripts_ai_citation_analyzer_airesponse"
    },
    {
      "label": "CitedDomain",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_citation_analyzer.py",
      "source_location": "L50",
      "_origin": "ast",
      "community": 73,
      "norm_label": "citeddomain",
      "community_name": "AI Citation Analyzer",
      "id": "scripts_ai_citation_analyzer_citeddomain"
    },
    {
      "label": "CitedPage",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_citation_analyzer.py",
      "source_location": "L59",
      "_origin": "ast",
      "community": 73,
      "norm_label": "citedpage",
      "community_name": "AI Citation Analyzer",
      "id": "scripts_ai_citation_analyzer_citedpage"
    },
    {
      "label": "CitationAnalysisResult",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_citation_analyzer.py",
      "source_location": "L69",
      "_origin": "ast",
      "community": 139,
      "norm_label": "citationanalysisresult",
      "community_name": "AI Citation Analyzer",
      "id": "scripts_ai_citation_analyzer_citationanalysisresult"
    },
    {
      "label": ".to_dict()",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_citation_analyzer.py",
      "source_location": "L81",
      "_origin": "ast",
      "community": 139,
      "norm_label": ".to_dict()",
      "community_name": "AI Citation Analyzer",
      "id": "scripts_ai_citation_analyzer_citationanalysisresult_to_dict"
    },
    {
      "label": "call_mcp_tool()",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_citation_analyzer.py",
      "source_location": "L100",
      "_origin": "ast",
      "community": 139,
      "norm_label": "call_mcp_tool()",
      "community_name": "AI Citation Analyzer",
      "id": "scripts_ai_citation_analyzer_call_mcp_tool"
    },
    {
      "label": "AiCitationAnalyzer",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_citation_analyzer.py",
      "source_location": "L125",
      "_origin": "ast",
      "community": 73,
      "norm_label": "aicitationanalyzer",
      "community_name": "AI Citation Analyzer",
      "id": "scripts_ai_citation_analyzer_aicitationanalyzer"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_citation_analyzer.py",
      "source_location": "L128",
      "_origin": "ast",
      "community": 73,
      "norm_label": ".__init__()",
      "community_name": "AI Citation Analyzer",
      "id": "scripts_ai_citation_analyzer_aicitationanalyzer_init"
    },
    {
      "label": ".get_ai_responses()",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_citation_analyzer.py",
      "source_location": "L134",
      "_origin": "ast",
      "community": 73,
      "norm_label": ".get_ai_responses()",
      "community_name": "AI Citation Analyzer",
      "id": "scripts_ai_citation_analyzer_aicitationanalyzer_get_ai_responses"
    },
    {
      "label": ".get_cited_domains()",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_citation_analyzer.py",
      "source_location": "L162",
      "_origin": "ast",
      "community": 73,
      "norm_label": ".get_cited_domains()",
      "community_name": "AI Citation Analyzer",
      "id": "scripts_ai_citation_analyzer_aicitationanalyzer_get_cited_domains"
    },
    {
      "label": ".get_cited_pages()",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_citation_analyzer.py",
      "source_location": "L187",
      "_origin": "ast",
      "community": 73,
      "norm_label": ".get_cited_pages()",
      "community_name": "AI Citation Analyzer",
      "id": "scripts_ai_citation_analyzer_aicitationanalyzer_get_cited_pages"
    },
    {
      "label": ".analyze_response_sentiment()",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_citation_analyzer.py",
      "source_location": "L214",
      "_origin": "ast",
      "community": 73,
      "norm_label": ".analyze_response_sentiment()",
      "community_name": "AI Citation Analyzer",
      "id": "scripts_ai_citation_analyzer_aicitationanalyzer_analyze_response_sentiment"
    },
    {
      "label": ".rank_citations()",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_citation_analyzer.py",
      "source_location": "L267",
      "_origin": "ast",
      "community": 73,
      "norm_label": ".rank_citations()",
      "community_name": "AI Citation Analyzer",
      "id": "scripts_ai_citation_analyzer_aicitationanalyzer_rank_citations"
    },
    {
      "label": ".compare_competitor_citations()",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_citation_analyzer.py",
      "source_location": "L290",
      "_origin": "ast",
      "community": 73,
      "norm_label": ".compare_competitor_citations()",
      "community_name": "AI Citation Analyzer",
      "id": "scripts_ai_citation_analyzer_aicitationanalyzer_compare_competitor_citations"
    },
    {
      "label": ".generate_recommendations()",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_citation_analyzer.py",
      "source_location": "L325",
      "_origin": "ast",
      "community": 73,
      "norm_label": ".generate_recommendations()",
      "community_name": "AI Citation Analyzer",
      "id": "scripts_ai_citation_analyzer_aicitationanalyzer_generate_recommendations"
    },
    {
      "label": ".analyze()",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_citation_analyzer.py",
      "source_location": "L406",
      "_origin": "ast",
      "community": 73,
      "norm_label": ".analyze()",
      "community_name": "AI Citation Analyzer",
      "id": "scripts_ai_citation_analyzer_aicitationanalyzer_analyze"
    },
    {
      "label": "build_parser()",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_citation_analyzer.py",
      "source_location": "L459",
      "_origin": "ast",
      "community": 139,
      "norm_label": "build_parser()",
      "community_name": "AI Citation Analyzer",
      "id": "scripts_ai_citation_analyzer_build_parser"
    },
    {
      "label": "ArgumentParser",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_citation_analyzer.py",
      "source_location": "L459",
      "_origin": "ast",
      "community": 139,
      "norm_label": "argumentparser",
      "community_name": "AI Citation Analyzer",
      "id": "custom_skills_27_seo_ai_visibility_code_scripts_ai_citation_analyzer_py_argumentparser"
    },
    {
      "label": "print_summary()",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_citation_analyzer.py",
      "source_location": "L504",
      "_origin": "ast",
      "community": 139,
      "norm_label": "print_summary()",
      "community_name": "AI Citation Analyzer",
      "id": "scripts_ai_citation_analyzer_print_summary"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_citation_analyzer.py",
      "source_location": "L568",
      "_origin": "ast",
      "community": 139,
      "norm_label": "main()",
      "community_name": "AI Citation Analyzer",
      "id": "scripts_ai_citation_analyzer_main"
    },
    {
      "label": "AI Citation Analyzer - Brand Radar Citation Analysis ===========================",
      "file_type": "rationale",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_citation_analyzer.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 139,
      "norm_label": "ai citation analyzer - brand radar citation analysis ===========================",
      "community_name": "AI Citation Analyzer",
      "id": "scripts_ai_citation_analyzer_rationale_1"
    },
    {
      "label": "An AI-generated response that mentions the brand.",
      "file_type": "rationale",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_citation_analyzer.py",
      "source_location": "L39",
      "_origin": "ast",
      "community": 73,
      "norm_label": "an ai-generated response that mentions the brand.",
      "community_name": "AI Citation Analyzer",
      "id": "scripts_ai_citation_analyzer_rationale_39"
    },
    {
      "label": "A domain cited in AI-generated answers.",
      "file_type": "rationale",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_citation_analyzer.py",
      "source_location": "L51",
      "_origin": "ast",
      "community": 73,
      "norm_label": "a domain cited in ai-generated answers.",
      "community_name": "AI Citation Analyzer",
      "id": "scripts_ai_citation_analyzer_rationale_51"
    },
    {
      "label": "A specific page cited in AI-generated answers.",
      "file_type": "rationale",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_citation_analyzer.py",
      "source_location": "L60",
      "_origin": "ast",
      "community": 73,
      "norm_label": "a specific page cited in ai-generated answers.",
      "community_name": "AI Citation Analyzer",
      "id": "scripts_ai_citation_analyzer_rationale_60"
    },
    {
      "label": "Complete citation analysis result.",
      "file_type": "rationale",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_citation_analyzer.py",
      "source_location": "L70",
      "_origin": "ast",
      "community": 139,
      "norm_label": "complete citation analysis result.",
      "community_name": "AI Citation Analyzer",
      "id": "scripts_ai_citation_analyzer_rationale_70"
    },
    {
      "label": "Convert result to dictionary.",
      "file_type": "rationale",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_citation_analyzer.py",
      "source_location": "L82",
      "_origin": "ast",
      "community": 139,
      "norm_label": "convert result to dictionary.",
      "community_name": "AI Citation Analyzer",
      "id": "scripts_ai_citation_analyzer_rationale_82"
    },
    {
      "label": "Call an Ahrefs MCP tool and return the parsed JSON response.      In Claude Desk",
      "file_type": "rationale",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_citation_analyzer.py",
      "source_location": "L101",
      "_origin": "ast",
      "community": 139,
      "norm_label": "call an ahrefs mcp tool and return the parsed json response.      in claude desk",
      "community_name": "AI Citation Analyzer",
      "id": "scripts_ai_citation_analyzer_rationale_101"
    },
    {
      "label": "Analyze AI answer citations and source pages for a brand.",
      "file_type": "rationale",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_citation_analyzer.py",
      "source_location": "L126",
      "_origin": "ast",
      "community": 73,
      "norm_label": "analyze ai answer citations and source pages for a brand.",
      "community_name": "AI Citation Analyzer",
      "id": "scripts_ai_citation_analyzer_rationale_126"
    },
    {
      "label": "Fetch AI-generated responses mentioning the brand via brand-radar-ai-responses.",
      "file_type": "rationale",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_citation_analyzer.py",
      "source_location": "L135",
      "_origin": "ast",
      "community": 73,
      "norm_label": "fetch ai-generated responses mentioning the brand via brand-radar-ai-responses.",
      "community_name": "AI Citation Analyzer",
      "id": "scripts_ai_citation_analyzer_rationale_135"
    },
    {
      "label": "Fetch domains cited in AI answers via brand-radar-cited-domains.",
      "file_type": "rationale",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_citation_analyzer.py",
      "source_location": "L163",
      "_origin": "ast",
      "community": 73,
      "norm_label": "fetch domains cited in ai answers via brand-radar-cited-domains.",
      "community_name": "AI Citation Analyzer",
      "id": "scripts_ai_citation_analyzer_rationale_163"
    },
    {
      "label": "Fetch specific pages cited in AI answers via brand-radar-cited-pages.",
      "file_type": "rationale",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_citation_analyzer.py",
      "source_location": "L188",
      "_origin": "ast",
      "community": 73,
      "norm_label": "fetch specific pages cited in ai answers via brand-radar-cited-pages.",
      "community_name": "AI Citation Analyzer",
      "id": "scripts_ai_citation_analyzer_rationale_188"
    },
    {
      "label": "Analyze the sentiment distribution of AI responses.          Returns a summary w",
      "file_type": "rationale",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_citation_analyzer.py",
      "source_location": "L215",
      "_origin": "ast",
      "community": 73,
      "norm_label": "analyze the sentiment distribution of ai responses.          returns a summary w",
      "community_name": "AI Citation Analyzer",
      "id": "scripts_ai_citation_analyzer_rationale_215"
    },
    {
      "label": "Rank cited domains or pages by citation frequency.",
      "file_type": "rationale",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_citation_analyzer.py",
      "source_location": "L268",
      "_origin": "ast",
      "community": 73,
      "norm_label": "rank cited domains or pages by citation frequency.",
      "community_name": "AI Citation Analyzer",
      "id": "scripts_ai_citation_analyzer_rationale_268"
    },
    {
      "label": "Compare citation profiles between target and competitors.",
      "file_type": "rationale",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_citation_analyzer.py",
      "source_location": "L293",
      "_origin": "ast",
      "community": 73,
      "norm_label": "compare citation profiles between target and competitors.",
      "community_name": "AI Citation Analyzer",
      "id": "scripts_ai_citation_analyzer_rationale_293"
    },
    {
      "label": "Generate actionable recommendations for improving AI citations.",
      "file_type": "rationale",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_citation_analyzer.py",
      "source_location": "L326",
      "_origin": "ast",
      "community": 73,
      "norm_label": "generate actionable recommendations for improving ai citations.",
      "community_name": "AI Citation Analyzer",
      "id": "scripts_ai_citation_analyzer_rationale_326"
    },
    {
      "label": "Orchestrate full citation analysis.          Args:             target: Domain to",
      "file_type": "rationale",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_citation_analyzer.py",
      "source_location": "L414",
      "_origin": "ast",
      "community": 73,
      "norm_label": "orchestrate full citation analysis.          args:             target: domain to",
      "community_name": "AI Citation Analyzer",
      "id": "scripts_ai_citation_analyzer_rationale_414"
    },
    {
      "label": "Build argument parser for CLI usage.",
      "file_type": "rationale",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_citation_analyzer.py",
      "source_location": "L460",
      "_origin": "ast",
      "community": 139,
      "norm_label": "build argument parser for cli usage.",
      "community_name": "AI Citation Analyzer",
      "id": "scripts_ai_citation_analyzer_rationale_460"
    },
    {
      "label": "Print a human-readable summary of citation analysis.",
      "file_type": "rationale",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_citation_analyzer.py",
      "source_location": "L505",
      "_origin": "ast",
      "community": 139,
      "norm_label": "print a human-readable summary of citation analysis.",
      "community_name": "AI Citation Analyzer",
      "id": "scripts_ai_citation_analyzer_rationale_505"
    },
    {
      "label": "ai_visibility_tracker.py",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_visibility_tracker.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 10,
      "norm_label": "ai_visibility_tracker.py",
      "community_name": "AI Visibility Tracker",
      "id": "scripts_ai_visibility_tracker"
    },
    {
      "label": "ImpressionMetrics",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_visibility_tracker.py",
      "source_location": "L38",
      "_origin": "ast",
      "community": 10,
      "norm_label": "impressionmetrics",
      "community_name": "AI Visibility Tracker",
      "id": "scripts_ai_visibility_tracker_impressionmetrics"
    },
    {
      "label": "MentionMetrics",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_visibility_tracker.py",
      "source_location": "L48",
      "_origin": "ast",
      "community": 10,
      "norm_label": "mentionmetrics",
      "community_name": "AI Visibility Tracker",
      "id": "scripts_ai_visibility_tracker_mentionmetrics"
    },
    {
      "label": "SovMetric",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_visibility_tracker.py",
      "source_location": "L58",
      "_origin": "ast",
      "community": 10,
      "norm_label": "sovmetric",
      "community_name": "AI Visibility Tracker",
      "id": "scripts_ai_visibility_tracker_sovmetric"
    },
    {
      "label": "HistoryPoint",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_visibility_tracker.py",
      "source_location": "L66",
      "_origin": "ast",
      "community": 10,
      "norm_label": "historypoint",
      "community_name": "AI Visibility Tracker",
      "id": "scripts_ai_visibility_tracker_historypoint"
    },
    {
      "label": "CompetitorVisibility",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_visibility_tracker.py",
      "source_location": "L73",
      "_origin": "ast",
      "community": 10,
      "norm_label": "competitorvisibility",
      "community_name": "AI Visibility Tracker",
      "id": "scripts_ai_visibility_tracker_competitorvisibility"
    },
    {
      "label": "AiVisibilityResult",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_visibility_tracker.py",
      "source_location": "L82",
      "_origin": "ast",
      "community": 10,
      "norm_label": "aivisibilityresult",
      "community_name": "AI Visibility Tracker",
      "id": "scripts_ai_visibility_tracker_aivisibilityresult"
    },
    {
      "label": ".to_dict()",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_visibility_tracker.py",
      "source_location": "L95",
      "_origin": "ast",
      "community": 10,
      "norm_label": ".to_dict()",
      "community_name": "AI Visibility Tracker",
      "id": "scripts_ai_visibility_tracker_aivisibilityresult_to_dict"
    },
    {
      "label": "call_mcp_tool()",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_visibility_tracker.py",
      "source_location": "L115",
      "_origin": "ast",
      "community": 10,
      "norm_label": "call_mcp_tool()",
      "community_name": "AI Visibility Tracker",
      "id": "scripts_ai_visibility_tracker_call_mcp_tool"
    },
    {
      "label": "AiVisibilityTracker",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_visibility_tracker.py",
      "source_location": "L140",
      "_origin": "ast",
      "community": 10,
      "norm_label": "aivisibilitytracker",
      "community_name": "AI Visibility Tracker",
      "id": "scripts_ai_visibility_tracker_aivisibilitytracker"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_visibility_tracker.py",
      "source_location": "L143",
      "_origin": "ast",
      "community": 10,
      "norm_label": ".__init__()",
      "community_name": "AI Visibility Tracker",
      "id": "scripts_ai_visibility_tracker_aivisibilitytracker_init"
    },
    {
      "label": ".get_impressions_overview()",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_visibility_tracker.py",
      "source_location": "L149",
      "_origin": "ast",
      "community": 10,
      "norm_label": ".get_impressions_overview()",
      "community_name": "AI Visibility Tracker",
      "id": "scripts_ai_visibility_tracker_aivisibilitytracker_get_impressions_overview"
    },
    {
      "label": ".get_mentions_overview()",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_visibility_tracker.py",
      "source_location": "L177",
      "_origin": "ast",
      "community": 10,
      "norm_label": ".get_mentions_overview()",
      "community_name": "AI Visibility Tracker",
      "id": "scripts_ai_visibility_tracker_aivisibilitytracker_get_mentions_overview"
    },
    {
      "label": ".get_sov_overview()",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_visibility_tracker.py",
      "source_location": "L205",
      "_origin": "ast",
      "community": 10,
      "norm_label": ".get_sov_overview()",
      "community_name": "AI Visibility Tracker",
      "id": "scripts_ai_visibility_tracker_aivisibilitytracker_get_sov_overview"
    },
    {
      "label": ".get_impressions_history()",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_visibility_tracker.py",
      "source_location": "L233",
      "_origin": "ast",
      "community": 10,
      "norm_label": ".get_impressions_history()",
      "community_name": "AI Visibility Tracker",
      "id": "scripts_ai_visibility_tracker_aivisibilitytracker_get_impressions_history"
    },
    {
      "label": ".get_mentions_history()",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_visibility_tracker.py",
      "source_location": "L243",
      "_origin": "ast",
      "community": 10,
      "norm_label": ".get_mentions_history()",
      "community_name": "AI Visibility Tracker",
      "id": "scripts_ai_visibility_tracker_aivisibilitytracker_get_mentions_history"
    },
    {
      "label": ".get_sov_history()",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_visibility_tracker.py",
      "source_location": "L253",
      "_origin": "ast",
      "community": 10,
      "norm_label": ".get_sov_history()",
      "community_name": "AI Visibility Tracker",
      "id": "scripts_ai_visibility_tracker_aivisibilitytracker_get_sov_history"
    },
    {
      "label": "._parse_history()",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_visibility_tracker.py",
      "source_location": "L263",
      "_origin": "ast",
      "community": 10,
      "norm_label": "._parse_history()",
      "community_name": "AI Visibility Tracker",
      "id": "scripts_ai_visibility_tracker_aivisibilitytracker_parse_history"
    },
    {
      "label": ".compare_competitors()",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_visibility_tracker.py",
      "source_location": "L280",
      "_origin": "ast",
      "community": 10,
      "norm_label": ".compare_competitors()",
      "community_name": "AI Visibility Tracker",
      "id": "scripts_ai_visibility_tracker_aivisibilitytracker_compare_competitors"
    },
    {
      "label": ".calculate_trends()",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_visibility_tracker.py",
      "source_location": "L307",
      "_origin": "ast",
      "community": 10,
      "norm_label": ".calculate_trends()",
      "community_name": "AI Visibility Tracker",
      "id": "scripts_ai_visibility_tracker_aivisibilitytracker_calculate_trends"
    },
    {
      "label": ".generate_recommendations()",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_visibility_tracker.py",
      "source_location": "L354",
      "_origin": "ast",
      "community": 10,
      "norm_label": ".generate_recommendations()",
      "community_name": "AI Visibility Tracker",
      "id": "scripts_ai_visibility_tracker_aivisibilitytracker_generate_recommendations"
    },
    {
      "label": ".track()",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_visibility_tracker.py",
      "source_location": "L427",
      "_origin": "ast",
      "community": 10,
      "norm_label": ".track()",
      "community_name": "AI Visibility Tracker",
      "id": "scripts_ai_visibility_tracker_aivisibilitytracker_track"
    },
    {
      "label": "build_parser()",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_visibility_tracker.py",
      "source_location": "L476",
      "_origin": "ast",
      "community": 10,
      "norm_label": "build_parser()",
      "community_name": "AI Visibility Tracker",
      "id": "scripts_ai_visibility_tracker_build_parser"
    },
    {
      "label": "ArgumentParser",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_visibility_tracker.py",
      "source_location": "L476",
      "_origin": "ast",
      "community": 10,
      "norm_label": "argumentparser",
      "community_name": "AI Visibility Tracker",
      "id": "custom_skills_27_seo_ai_visibility_code_scripts_ai_visibility_tracker_py_argumentparser"
    },
    {
      "label": "print_summary()",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_visibility_tracker.py",
      "source_location": "L516",
      "_origin": "ast",
      "community": 10,
      "norm_label": "print_summary()",
      "community_name": "AI Visibility Tracker",
      "id": "scripts_ai_visibility_tracker_print_summary"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_visibility_tracker.py",
      "source_location": "L559",
      "_origin": "ast",
      "community": 10,
      "norm_label": "main()",
      "community_name": "AI Visibility Tracker",
      "id": "scripts_ai_visibility_tracker_main"
    },
    {
      "label": "AI Visibility Tracker - Brand Radar Monitoring =================================",
      "file_type": "rationale",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_visibility_tracker.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 10,
      "norm_label": "ai visibility tracker - brand radar monitoring =================================",
      "community_name": "AI Visibility Tracker",
      "id": "scripts_ai_visibility_tracker_rationale_1"
    },
    {
      "label": "AI search impression metrics for a brand.",
      "file_type": "rationale",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_visibility_tracker.py",
      "source_location": "L39",
      "_origin": "ast",
      "community": 10,
      "norm_label": "ai search impression metrics for a brand.",
      "community_name": "AI Visibility Tracker",
      "id": "scripts_ai_visibility_tracker_rationale_39"
    },
    {
      "label": "AI search mention metrics for a brand.",
      "file_type": "rationale",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_visibility_tracker.py",
      "source_location": "L49",
      "_origin": "ast",
      "community": 10,
      "norm_label": "ai search mention metrics for a brand.",
      "community_name": "AI Visibility Tracker",
      "id": "scripts_ai_visibility_tracker_rationale_49"
    },
    {
      "label": "Share of Voice metric for a single domain.",
      "file_type": "rationale",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_visibility_tracker.py",
      "source_location": "L59",
      "_origin": "ast",
      "community": 10,
      "norm_label": "share of voice metric for a single domain.",
      "community_name": "AI Visibility Tracker",
      "id": "scripts_ai_visibility_tracker_rationale_59"
    },
    {
      "label": "Single data point in a time series.",
      "file_type": "rationale",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_visibility_tracker.py",
      "source_location": "L67",
      "_origin": "ast",
      "community": 10,
      "norm_label": "single data point in a time series.",
      "community_name": "AI Visibility Tracker",
      "id": "scripts_ai_visibility_tracker_rationale_67"
    },
    {
      "label": "Aggregated AI visibility metrics for a competitor domain.",
      "file_type": "rationale",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_visibility_tracker.py",
      "source_location": "L74",
      "_origin": "ast",
      "community": 10,
      "norm_label": "aggregated ai visibility metrics for a competitor domain.",
      "community_name": "AI Visibility Tracker",
      "id": "scripts_ai_visibility_tracker_rationale_74"
    },
    {
      "label": "Complete AI visibility tracking result.",
      "file_type": "rationale",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_visibility_tracker.py",
      "source_location": "L83",
      "_origin": "ast",
      "community": 10,
      "norm_label": "complete ai visibility tracking result.",
      "community_name": "AI Visibility Tracker",
      "id": "scripts_ai_visibility_tracker_rationale_83"
    },
    {
      "label": "Convert result to dictionary.",
      "file_type": "rationale",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_visibility_tracker.py",
      "source_location": "L96",
      "_origin": "ast",
      "community": 10,
      "norm_label": "convert result to dictionary.",
      "community_name": "AI Visibility Tracker",
      "id": "scripts_ai_visibility_tracker_rationale_96"
    },
    {
      "label": "Call an Ahrefs MCP tool and return the parsed JSON response.      In Claude Desk",
      "file_type": "rationale",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_visibility_tracker.py",
      "source_location": "L116",
      "_origin": "ast",
      "community": 10,
      "norm_label": "call an ahrefs mcp tool and return the parsed json response.      in claude desk",
      "community_name": "AI Visibility Tracker",
      "id": "scripts_ai_visibility_tracker_rationale_116"
    },
    {
      "label": "Track brand visibility across AI-generated search results.",
      "file_type": "rationale",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_visibility_tracker.py",
      "source_location": "L141",
      "_origin": "ast",
      "community": 10,
      "norm_label": "track brand visibility across ai-generated search results.",
      "community_name": "AI Visibility Tracker",
      "id": "scripts_ai_visibility_tracker_rationale_141"
    },
    {
      "label": "Fetch current AI impression metrics via brand-radar-impressions-overview.",
      "file_type": "rationale",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_visibility_tracker.py",
      "source_location": "L150",
      "_origin": "ast",
      "community": 10,
      "norm_label": "fetch current ai impression metrics via brand-radar-impressions-overview.",
      "community_name": "AI Visibility Tracker",
      "id": "scripts_ai_visibility_tracker_rationale_150"
    },
    {
      "label": "Fetch current AI mention metrics via brand-radar-mentions-overview.",
      "file_type": "rationale",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_visibility_tracker.py",
      "source_location": "L178",
      "_origin": "ast",
      "community": 10,
      "norm_label": "fetch current ai mention metrics via brand-radar-mentions-overview.",
      "community_name": "AI Visibility Tracker",
      "id": "scripts_ai_visibility_tracker_rationale_178"
    },
    {
      "label": "Fetch Share of Voice overview via brand-radar-sov-overview.",
      "file_type": "rationale",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_visibility_tracker.py",
      "source_location": "L206",
      "_origin": "ast",
      "community": 10,
      "norm_label": "fetch share of voice overview via brand-radar-sov-overview.",
      "community_name": "AI Visibility Tracker",
      "id": "scripts_ai_visibility_tracker_rationale_206"
    },
    {
      "label": "Fetch impressions history via brand-radar-impressions-history.",
      "file_type": "rationale",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_visibility_tracker.py",
      "source_location": "L234",
      "_origin": "ast",
      "community": 10,
      "norm_label": "fetch impressions history via brand-radar-impressions-history.",
      "community_name": "AI Visibility Tracker",
      "id": "scripts_ai_visibility_tracker_rationale_234"
    },
    {
      "label": "Fetch mentions history via brand-radar-mentions-history.",
      "file_type": "rationale",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_visibility_tracker.py",
      "source_location": "L244",
      "_origin": "ast",
      "community": 10,
      "norm_label": "fetch mentions history via brand-radar-mentions-history.",
      "community_name": "AI Visibility Tracker",
      "id": "scripts_ai_visibility_tracker_rationale_244"
    },
    {
      "label": "Fetch SOV history via brand-radar-sov-history.",
      "file_type": "rationale",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_visibility_tracker.py",
      "source_location": "L254",
      "_origin": "ast",
      "community": 10,
      "norm_label": "fetch sov history via brand-radar-sov-history.",
      "community_name": "AI Visibility Tracker",
      "id": "scripts_ai_visibility_tracker_rationale_254"
    },
    {
      "label": "Parse history data from MCP response into HistoryPoint list.",
      "file_type": "rationale",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_visibility_tracker.py",
      "source_location": "L264",
      "_origin": "ast",
      "community": 10,
      "norm_label": "parse history data from mcp response into historypoint list.",
      "community_name": "AI Visibility Tracker",
      "id": "scripts_ai_visibility_tracker_rationale_264"
    },
    {
      "label": "Determine trend direction and statistics from history data.",
      "file_type": "rationale",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_visibility_tracker.py",
      "source_location": "L308",
      "_origin": "ast",
      "community": 10,
      "norm_label": "determine trend direction and statistics from history data.",
      "community_name": "AI Visibility Tracker",
      "id": "scripts_ai_visibility_tracker_rationale_308"
    },
    {
      "label": "Generate actionable recommendations for improving AI visibility.",
      "file_type": "rationale",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_visibility_tracker.py",
      "source_location": "L355",
      "_origin": "ast",
      "community": 10,
      "norm_label": "generate actionable recommendations for improving ai visibility.",
      "community_name": "AI Visibility Tracker",
      "id": "scripts_ai_visibility_tracker_rationale_355"
    },
    {
      "label": "Orchestrate full AI visibility tracking.          Args:             target: Doma",
      "file_type": "rationale",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_visibility_tracker.py",
      "source_location": "L434",
      "_origin": "ast",
      "community": 10,
      "norm_label": "orchestrate full ai visibility tracking.          args:             target: doma",
      "community_name": "AI Visibility Tracker",
      "id": "scripts_ai_visibility_tracker_rationale_434"
    },
    {
      "label": "Build argument parser for CLI usage.",
      "file_type": "rationale",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_visibility_tracker.py",
      "source_location": "L477",
      "_origin": "ast",
      "community": 10,
      "norm_label": "build argument parser for cli usage.",
      "community_name": "AI Visibility Tracker",
      "id": "scripts_ai_visibility_tracker_rationale_477"
    },
    {
      "label": "Print a human-readable summary of AI visibility results.",
      "file_type": "rationale",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/ai_visibility_tracker.py",
      "source_location": "L517",
      "_origin": "ast",
      "community": 10,
      "norm_label": "print a human-readable summary of ai visibility results.",
      "community_name": "AI Visibility Tracker",
      "id": "scripts_ai_visibility_tracker_rationale_517"
    },
    {
      "label": "base_client.py",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/base_client.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 41,
      "norm_label": "base_client.py",
      "community_name": "Async API Client",
      "id": "custom_skills_27_seo_ai_visibility_code_scripts_base_client_py_scripts_base_client"
    },
    {
      "label": "RateLimiter",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/base_client.py",
      "source_location": "L35",
      "_origin": "ast",
      "community": 41,
      "norm_label": "ratelimiter",
      "community_name": "Async API Client",
      "id": "custom_skills_27_seo_ai_visibility_code_scripts_base_client_py_scripts_base_client_ratelimiter"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/base_client.py",
      "source_location": "L38",
      "_origin": "ast",
      "community": 41,
      "norm_label": ".__init__()",
      "community_name": "Async API Client",
      "id": "custom_skills_27_seo_ai_visibility_code_scripts_base_client_py_scripts_base_client_ratelimiter_init"
    },
    {
      "label": ".acquire()",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/base_client.py",
      "source_location": "L52",
      "_origin": "ast",
      "community": 41,
      "norm_label": ".acquire()",
      "community_name": "Async API Client",
      "id": "custom_skills_27_seo_ai_visibility_code_scripts_base_client_py_scripts_base_client_ratelimiter_acquire"
    },
    {
      "label": "BaseAsyncClient",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/base_client.py",
      "source_location": "L68",
      "_origin": "ast",
      "community": 41,
      "norm_label": "baseasyncclient",
      "community_name": "Async API Client",
      "id": "custom_skills_27_seo_ai_visibility_code_scripts_base_client_py_scripts_base_client_baseasyncclient"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/base_client.py",
      "source_location": "L71",
      "_origin": "ast",
      "community": 41,
      "norm_label": ".__init__()",
      "community_name": "Async API Client",
      "id": "custom_skills_27_seo_ai_visibility_code_scripts_base_client_py_scripts_base_client_baseasyncclient_init"
    },
    {
      "label": "Logger",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/base_client.py",
      "source_location": "L71",
      "_origin": "ast",
      "community": 41,
      "norm_label": "logger",
      "community_name": "Async API Client",
      "id": "custom_skills_27_seo_ai_visibility_code_scripts_base_client_py_logger"
    },
    {
      "label": "._rate_limited_request()",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/base_client.py",
      "source_location": "L100",
      "_origin": "ast",
      "community": 41,
      "norm_label": "._rate_limited_request()",
      "community_name": "Async API Client",
      "id": "custom_skills_27_seo_ai_visibility_code_scripts_base_client_py_scripts_base_client_baseasyncclient_rate_limited_request"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/base_client.py",
      "source_location": "L100",
      "_origin": "ast",
      "community": 41,
      "norm_label": "any",
      "community_name": "Async API Client",
      "id": "custom_skills_27_seo_ai_visibility_code_scripts_base_client_py_any"
    },
    {
      "label": ".batch_requests()",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/base_client.py",
      "source_location": "L117",
      "_origin": "ast",
      "community": 41,
      "norm_label": ".batch_requests()",
      "community_name": "Async API Client",
      "id": "custom_skills_27_seo_ai_visibility_code_scripts_base_client_py_scripts_base_client_baseasyncclient_batch_requests"
    },
    {
      "label": ".print_stats()",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/base_client.py",
      "source_location": "L146",
      "_origin": "ast",
      "community": 41,
      "norm_label": ".print_stats()",
      "community_name": "Async API Client",
      "id": "custom_skills_27_seo_ai_visibility_code_scripts_base_client_py_scripts_base_client_baseasyncclient_print_stats"
    },
    {
      "label": "ConfigManager",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/base_client.py",
      "source_location": "L156",
      "_origin": "ast",
      "community": 41,
      "norm_label": "configmanager",
      "community_name": "Async API Client",
      "id": "custom_skills_27_seo_ai_visibility_code_scripts_base_client_py_scripts_base_client_configmanager"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/base_client.py",
      "source_location": "L159",
      "_origin": "ast",
      "community": 41,
      "norm_label": ".__init__()",
      "community_name": "Async API Client",
      "id": "custom_skills_27_seo_ai_visibility_code_scripts_base_client_py_scripts_base_client_configmanager_init"
    },
    {
      "label": ".google_credentials_path()",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/base_client.py",
      "source_location": "L163",
      "_origin": "ast",
      "community": 41,
      "norm_label": ".google_credentials_path()",
      "community_name": "Async API Client",
      "id": "custom_skills_27_seo_ai_visibility_code_scripts_base_client_py_scripts_base_client_configmanager_google_credentials_path"
    },
    {
      "label": ".pagespeed_api_key()",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/base_client.py",
      "source_location": "L172",
      "_origin": "ast",
      "community": 41,
      "norm_label": ".pagespeed_api_key()",
      "community_name": "Async API Client",
      "id": "custom_skills_27_seo_ai_visibility_code_scripts_base_client_py_scripts_base_client_configmanager_pagespeed_api_key"
    },
    {
      "label": ".custom_search_api_key()",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/base_client.py",
      "source_location": "L177",
      "_origin": "ast",
      "community": 41,
      "norm_label": ".custom_search_api_key()",
      "community_name": "Async API Client",
      "id": "custom_skills_27_seo_ai_visibility_code_scripts_base_client_py_scripts_base_client_configmanager_custom_search_api_key"
    },
    {
      "label": ".custom_search_engine_id()",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/base_client.py",
      "source_location": "L182",
      "_origin": "ast",
      "community": 41,
      "norm_label": ".custom_search_engine_id()",
      "community_name": "Async API Client",
      "id": "custom_skills_27_seo_ai_visibility_code_scripts_base_client_py_scripts_base_client_configmanager_custom_search_engine_id"
    },
    {
      "label": ".notion_token()",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/base_client.py",
      "source_location": "L187",
      "_origin": "ast",
      "community": 41,
      "norm_label": ".notion_token()",
      "community_name": "Async API Client",
      "id": "custom_skills_27_seo_ai_visibility_code_scripts_base_client_py_scripts_base_client_configmanager_notion_token"
    },
    {
      "label": ".validate_google_credentials()",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/base_client.py",
      "source_location": "L191",
      "_origin": "ast",
      "community": 41,
      "norm_label": ".validate_google_credentials()",
      "community_name": "Async API Client",
      "id": "custom_skills_27_seo_ai_visibility_code_scripts_base_client_py_scripts_base_client_configmanager_validate_google_credentials"
    },
    {
      "label": ".get_required()",
      "file_type": "code",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/base_client.py",
      "source_location": "L198",
      "_origin": "ast",
      "community": 41,
      "norm_label": ".get_required()",
      "community_name": "Async API Client",
      "id": "custom_skills_27_seo_ai_visibility_code_scripts_base_client_py_scripts_base_client_configmanager_get_required"
    },
    {
      "label": "Base Client - Shared async client utilities ====================================",
      "file_type": "rationale",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/base_client.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 41,
      "norm_label": "base client - shared async client utilities ====================================",
      "community_name": "Async API Client",
      "id": "custom_skills_27_seo_ai_visibility_code_scripts_base_client_py_scripts_base_client_rationale_1"
    },
    {
      "label": "Rate limiter using token bucket algorithm.",
      "file_type": "rationale",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/base_client.py",
      "source_location": "L36",
      "_origin": "ast",
      "community": 41,
      "norm_label": "rate limiter using token bucket algorithm.",
      "community_name": "Async API Client",
      "id": "custom_skills_27_seo_ai_visibility_code_scripts_base_client_py_scripts_base_client_rationale_36"
    },
    {
      "label": "Initialize rate limiter.          Args:             rate: Number of requests all",
      "file_type": "rationale",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/base_client.py",
      "source_location": "L39",
      "_origin": "ast",
      "community": 41,
      "norm_label": "initialize rate limiter.          args:             rate: number of requests all",
      "community_name": "Async API Client",
      "id": "custom_skills_27_seo_ai_visibility_code_scripts_base_client_py_scripts_base_client_rationale_39"
    },
    {
      "label": "Acquire a token, waiting if necessary.",
      "file_type": "rationale",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/base_client.py",
      "source_location": "L53",
      "_origin": "ast",
      "community": 41,
      "norm_label": "acquire a token, waiting if necessary.",
      "community_name": "Async API Client",
      "id": "custom_skills_27_seo_ai_visibility_code_scripts_base_client_py_scripts_base_client_rationale_53"
    },
    {
      "label": "Base class for async API clients with rate limiting.",
      "file_type": "rationale",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/base_client.py",
      "source_location": "L69",
      "_origin": "ast",
      "community": 41,
      "norm_label": "base class for async api clients with rate limiting.",
      "community_name": "Async API Client",
      "id": "custom_skills_27_seo_ai_visibility_code_scripts_base_client_py_scripts_base_client_rationale_69"
    },
    {
      "label": "Initialize base client.          Args:             max_concurrent: Maximum concu",
      "file_type": "rationale",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/base_client.py",
      "source_location": "L77",
      "_origin": "ast",
      "community": 41,
      "norm_label": "initialize base client.          args:             max_concurrent: maximum concu",
      "community_name": "Async API Client",
      "id": "custom_skills_27_seo_ai_visibility_code_scripts_base_client_py_scripts_base_client_rationale_77"
    },
    {
      "label": "Execute a request with rate limiting and retry.",
      "file_type": "rationale",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/base_client.py",
      "source_location": "L104",
      "_origin": "ast",
      "community": 41,
      "norm_label": "execute a request with rate limiting and retry.",
      "community_name": "Async API Client",
      "id": "custom_skills_27_seo_ai_visibility_code_scripts_base_client_py_scripts_base_client_rationale_104"
    },
    {
      "label": "Execute multiple requests concurrently.",
      "file_type": "rationale",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/base_client.py",
      "source_location": "L122",
      "_origin": "ast",
      "community": 41,
      "norm_label": "execute multiple requests concurrently.",
      "community_name": "Async API Client",
      "id": "custom_skills_27_seo_ai_visibility_code_scripts_base_client_py_scripts_base_client_rationale_122"
    },
    {
      "label": "Print request statistics.",
      "file_type": "rationale",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/base_client.py",
      "source_location": "L147",
      "_origin": "ast",
      "community": 41,
      "norm_label": "print request statistics.",
      "community_name": "Async API Client",
      "id": "custom_skills_27_seo_ai_visibility_code_scripts_base_client_py_scripts_base_client_rationale_147"
    },
    {
      "label": "Manage API configuration and credentials.",
      "file_type": "rationale",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/base_client.py",
      "source_location": "L157",
      "_origin": "ast",
      "community": 41,
      "norm_label": "manage api configuration and credentials.",
      "community_name": "Async API Client",
      "id": "custom_skills_27_seo_ai_visibility_code_scripts_base_client_py_scripts_base_client_rationale_157"
    },
    {
      "label": "Get Google service account credentials path.",
      "file_type": "rationale",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/base_client.py",
      "source_location": "L164",
      "_origin": "ast",
      "community": 41,
      "norm_label": "get google service account credentials path.",
      "community_name": "Async API Client",
      "id": "custom_skills_27_seo_ai_visibility_code_scripts_base_client_py_scripts_base_client_rationale_164"
    },
    {
      "label": "Get PageSpeed Insights API key.",
      "file_type": "rationale",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/base_client.py",
      "source_location": "L173",
      "_origin": "ast",
      "community": 41,
      "norm_label": "get pagespeed insights api key.",
      "community_name": "Async API Client",
      "id": "custom_skills_27_seo_ai_visibility_code_scripts_base_client_py_scripts_base_client_rationale_173"
    },
    {
      "label": "Get Custom Search API key.",
      "file_type": "rationale",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/base_client.py",
      "source_location": "L178",
      "_origin": "ast",
      "community": 41,
      "norm_label": "get custom search api key.",
      "community_name": "Async API Client",
      "id": "custom_skills_27_seo_ai_visibility_code_scripts_base_client_py_scripts_base_client_rationale_178"
    },
    {
      "label": "Get Custom Search Engine ID.",
      "file_type": "rationale",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/base_client.py",
      "source_location": "L183",
      "_origin": "ast",
      "community": 41,
      "norm_label": "get custom search engine id.",
      "community_name": "Async API Client",
      "id": "custom_skills_27_seo_ai_visibility_code_scripts_base_client_py_scripts_base_client_rationale_183"
    },
    {
      "label": "Get Notion API token.",
      "file_type": "rationale",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/base_client.py",
      "source_location": "L188",
      "_origin": "ast",
      "community": 41,
      "norm_label": "get notion api token.",
      "community_name": "Async API Client",
      "id": "custom_skills_27_seo_ai_visibility_code_scripts_base_client_py_scripts_base_client_rationale_188"
    },
    {
      "label": "Validate Google credentials are configured.",
      "file_type": "rationale",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/base_client.py",
      "source_location": "L192",
      "_origin": "ast",
      "community": 41,
      "norm_label": "validate google credentials are configured.",
      "community_name": "Async API Client",
      "id": "custom_skills_27_seo_ai_visibility_code_scripts_base_client_py_scripts_base_client_rationale_192"
    },
    {
      "label": "Get required environment variable or raise error.",
      "file_type": "rationale",
      "source_file": "custom-skills/27-seo-ai-visibility/code/scripts/base_client.py",
      "source_location": "L199",
      "_origin": "ast",
      "community": 41,
      "norm_label": "get required environment variable or raise error.",
      "community_name": "Async API Client",
      "id": "custom_skills_27_seo_ai_visibility_code_scripts_base_client_py_scripts_base_client_rationale_199"
    },
    {
      "label": "base_client.py",
      "file_type": "code",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/base_client.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 42,
      "norm_label": "base_client.py",
      "community_name": "Async API Client",
      "id": "custom_skills_28_seo_knowledge_graph_code_scripts_base_client_py_scripts_base_client"
    },
    {
      "label": "RateLimiter",
      "file_type": "code",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/base_client.py",
      "source_location": "L35",
      "_origin": "ast",
      "community": 42,
      "norm_label": "ratelimiter",
      "community_name": "Async API Client",
      "id": "custom_skills_28_seo_knowledge_graph_code_scripts_base_client_py_scripts_base_client_ratelimiter"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/base_client.py",
      "source_location": "L38",
      "_origin": "ast",
      "community": 42,
      "norm_label": ".__init__()",
      "community_name": "Async API Client",
      "id": "custom_skills_28_seo_knowledge_graph_code_scripts_base_client_py_scripts_base_client_ratelimiter_init"
    },
    {
      "label": ".acquire()",
      "file_type": "code",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/base_client.py",
      "source_location": "L52",
      "_origin": "ast",
      "community": 42,
      "norm_label": ".acquire()",
      "community_name": "Async API Client",
      "id": "custom_skills_28_seo_knowledge_graph_code_scripts_base_client_py_scripts_base_client_ratelimiter_acquire"
    },
    {
      "label": "BaseAsyncClient",
      "file_type": "code",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/base_client.py",
      "source_location": "L68",
      "_origin": "ast",
      "community": 42,
      "norm_label": "baseasyncclient",
      "community_name": "Async API Client",
      "id": "custom_skills_28_seo_knowledge_graph_code_scripts_base_client_py_scripts_base_client_baseasyncclient"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/base_client.py",
      "source_location": "L71",
      "_origin": "ast",
      "community": 42,
      "norm_label": ".__init__()",
      "community_name": "Async API Client",
      "id": "custom_skills_28_seo_knowledge_graph_code_scripts_base_client_py_scripts_base_client_baseasyncclient_init"
    },
    {
      "label": "Logger",
      "file_type": "code",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/base_client.py",
      "source_location": "L71",
      "_origin": "ast",
      "community": 42,
      "norm_label": "logger",
      "community_name": "Async API Client",
      "id": "custom_skills_28_seo_knowledge_graph_code_scripts_base_client_py_logger"
    },
    {
      "label": "._rate_limited_request()",
      "file_type": "code",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/base_client.py",
      "source_location": "L100",
      "_origin": "ast",
      "community": 42,
      "norm_label": "._rate_limited_request()",
      "community_name": "Async API Client",
      "id": "custom_skills_28_seo_knowledge_graph_code_scripts_base_client_py_scripts_base_client_baseasyncclient_rate_limited_request"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/base_client.py",
      "source_location": "L100",
      "_origin": "ast",
      "community": 42,
      "norm_label": "any",
      "community_name": "Async API Client",
      "id": "custom_skills_28_seo_knowledge_graph_code_scripts_base_client_py_any"
    },
    {
      "label": ".batch_requests()",
      "file_type": "code",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/base_client.py",
      "source_location": "L117",
      "_origin": "ast",
      "community": 42,
      "norm_label": ".batch_requests()",
      "community_name": "Async API Client",
      "id": "custom_skills_28_seo_knowledge_graph_code_scripts_base_client_py_scripts_base_client_baseasyncclient_batch_requests"
    },
    {
      "label": ".print_stats()",
      "file_type": "code",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/base_client.py",
      "source_location": "L146",
      "_origin": "ast",
      "community": 42,
      "norm_label": ".print_stats()",
      "community_name": "Async API Client",
      "id": "custom_skills_28_seo_knowledge_graph_code_scripts_base_client_py_scripts_base_client_baseasyncclient_print_stats"
    },
    {
      "label": "ConfigManager",
      "file_type": "code",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/base_client.py",
      "source_location": "L156",
      "_origin": "ast",
      "community": 42,
      "norm_label": "configmanager",
      "community_name": "Async API Client",
      "id": "custom_skills_28_seo_knowledge_graph_code_scripts_base_client_py_scripts_base_client_configmanager"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/base_client.py",
      "source_location": "L159",
      "_origin": "ast",
      "community": 42,
      "norm_label": ".__init__()",
      "community_name": "Async API Client",
      "id": "custom_skills_28_seo_knowledge_graph_code_scripts_base_client_py_scripts_base_client_configmanager_init"
    },
    {
      "label": ".google_credentials_path()",
      "file_type": "code",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/base_client.py",
      "source_location": "L163",
      "_origin": "ast",
      "community": 42,
      "norm_label": ".google_credentials_path()",
      "community_name": "Async API Client",
      "id": "custom_skills_28_seo_knowledge_graph_code_scripts_base_client_py_scripts_base_client_configmanager_google_credentials_path"
    },
    {
      "label": ".pagespeed_api_key()",
      "file_type": "code",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/base_client.py",
      "source_location": "L172",
      "_origin": "ast",
      "community": 42,
      "norm_label": ".pagespeed_api_key()",
      "community_name": "Async API Client",
      "id": "custom_skills_28_seo_knowledge_graph_code_scripts_base_client_py_scripts_base_client_configmanager_pagespeed_api_key"
    },
    {
      "label": ".custom_search_api_key()",
      "file_type": "code",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/base_client.py",
      "source_location": "L177",
      "_origin": "ast",
      "community": 42,
      "norm_label": ".custom_search_api_key()",
      "community_name": "Async API Client",
      "id": "custom_skills_28_seo_knowledge_graph_code_scripts_base_client_py_scripts_base_client_configmanager_custom_search_api_key"
    },
    {
      "label": ".custom_search_engine_id()",
      "file_type": "code",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/base_client.py",
      "source_location": "L182",
      "_origin": "ast",
      "community": 42,
      "norm_label": ".custom_search_engine_id()",
      "community_name": "Async API Client",
      "id": "custom_skills_28_seo_knowledge_graph_code_scripts_base_client_py_scripts_base_client_configmanager_custom_search_engine_id"
    },
    {
      "label": ".notion_token()",
      "file_type": "code",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/base_client.py",
      "source_location": "L187",
      "_origin": "ast",
      "community": 42,
      "norm_label": ".notion_token()",
      "community_name": "Async API Client",
      "id": "custom_skills_28_seo_knowledge_graph_code_scripts_base_client_py_scripts_base_client_configmanager_notion_token"
    },
    {
      "label": ".validate_google_credentials()",
      "file_type": "code",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/base_client.py",
      "source_location": "L191",
      "_origin": "ast",
      "community": 42,
      "norm_label": ".validate_google_credentials()",
      "community_name": "Async API Client",
      "id": "custom_skills_28_seo_knowledge_graph_code_scripts_base_client_py_scripts_base_client_configmanager_validate_google_credentials"
    },
    {
      "label": ".get_required()",
      "file_type": "code",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/base_client.py",
      "source_location": "L198",
      "_origin": "ast",
      "community": 42,
      "norm_label": ".get_required()",
      "community_name": "Async API Client",
      "id": "custom_skills_28_seo_knowledge_graph_code_scripts_base_client_py_scripts_base_client_configmanager_get_required"
    },
    {
      "label": "Base Client - Shared async client utilities ====================================",
      "file_type": "rationale",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/base_client.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 42,
      "norm_label": "base client - shared async client utilities ====================================",
      "community_name": "Async API Client",
      "id": "custom_skills_28_seo_knowledge_graph_code_scripts_base_client_py_scripts_base_client_rationale_1"
    },
    {
      "label": "Rate limiter using token bucket algorithm.",
      "file_type": "rationale",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/base_client.py",
      "source_location": "L36",
      "_origin": "ast",
      "community": 42,
      "norm_label": "rate limiter using token bucket algorithm.",
      "community_name": "Async API Client",
      "id": "custom_skills_28_seo_knowledge_graph_code_scripts_base_client_py_scripts_base_client_rationale_36"
    },
    {
      "label": "Initialize rate limiter.          Args:             rate: Number of requests all",
      "file_type": "rationale",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/base_client.py",
      "source_location": "L39",
      "_origin": "ast",
      "community": 42,
      "norm_label": "initialize rate limiter.          args:             rate: number of requests all",
      "community_name": "Async API Client",
      "id": "custom_skills_28_seo_knowledge_graph_code_scripts_base_client_py_scripts_base_client_rationale_39"
    },
    {
      "label": "Acquire a token, waiting if necessary.",
      "file_type": "rationale",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/base_client.py",
      "source_location": "L53",
      "_origin": "ast",
      "community": 42,
      "norm_label": "acquire a token, waiting if necessary.",
      "community_name": "Async API Client",
      "id": "custom_skills_28_seo_knowledge_graph_code_scripts_base_client_py_scripts_base_client_rationale_53"
    },
    {
      "label": "Base class for async API clients with rate limiting.",
      "file_type": "rationale",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/base_client.py",
      "source_location": "L69",
      "_origin": "ast",
      "community": 42,
      "norm_label": "base class for async api clients with rate limiting.",
      "community_name": "Async API Client",
      "id": "custom_skills_28_seo_knowledge_graph_code_scripts_base_client_py_scripts_base_client_rationale_69"
    },
    {
      "label": "Initialize base client.          Args:             max_concurrent: Maximum concu",
      "file_type": "rationale",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/base_client.py",
      "source_location": "L77",
      "_origin": "ast",
      "community": 42,
      "norm_label": "initialize base client.          args:             max_concurrent: maximum concu",
      "community_name": "Async API Client",
      "id": "custom_skills_28_seo_knowledge_graph_code_scripts_base_client_py_scripts_base_client_rationale_77"
    },
    {
      "label": "Execute a request with rate limiting and retry.",
      "file_type": "rationale",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/base_client.py",
      "source_location": "L104",
      "_origin": "ast",
      "community": 42,
      "norm_label": "execute a request with rate limiting and retry.",
      "community_name": "Async API Client",
      "id": "custom_skills_28_seo_knowledge_graph_code_scripts_base_client_py_scripts_base_client_rationale_104"
    },
    {
      "label": "Execute multiple requests concurrently.",
      "file_type": "rationale",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/base_client.py",
      "source_location": "L122",
      "_origin": "ast",
      "community": 42,
      "norm_label": "execute multiple requests concurrently.",
      "community_name": "Async API Client",
      "id": "custom_skills_28_seo_knowledge_graph_code_scripts_base_client_py_scripts_base_client_rationale_122"
    },
    {
      "label": "Print request statistics.",
      "file_type": "rationale",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/base_client.py",
      "source_location": "L147",
      "_origin": "ast",
      "community": 42,
      "norm_label": "print request statistics.",
      "community_name": "Async API Client",
      "id": "custom_skills_28_seo_knowledge_graph_code_scripts_base_client_py_scripts_base_client_rationale_147"
    },
    {
      "label": "Manage API configuration and credentials.",
      "file_type": "rationale",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/base_client.py",
      "source_location": "L157",
      "_origin": "ast",
      "community": 42,
      "norm_label": "manage api configuration and credentials.",
      "community_name": "Async API Client",
      "id": "custom_skills_28_seo_knowledge_graph_code_scripts_base_client_py_scripts_base_client_rationale_157"
    },
    {
      "label": "Get Google service account credentials path.",
      "file_type": "rationale",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/base_client.py",
      "source_location": "L164",
      "_origin": "ast",
      "community": 42,
      "norm_label": "get google service account credentials path.",
      "community_name": "Async API Client",
      "id": "custom_skills_28_seo_knowledge_graph_code_scripts_base_client_py_scripts_base_client_rationale_164"
    },
    {
      "label": "Get PageSpeed Insights API key.",
      "file_type": "rationale",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/base_client.py",
      "source_location": "L173",
      "_origin": "ast",
      "community": 42,
      "norm_label": "get pagespeed insights api key.",
      "community_name": "Async API Client",
      "id": "custom_skills_28_seo_knowledge_graph_code_scripts_base_client_py_scripts_base_client_rationale_173"
    },
    {
      "label": "Get Custom Search API key.",
      "file_type": "rationale",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/base_client.py",
      "source_location": "L178",
      "_origin": "ast",
      "community": 42,
      "norm_label": "get custom search api key.",
      "community_name": "Async API Client",
      "id": "custom_skills_28_seo_knowledge_graph_code_scripts_base_client_py_scripts_base_client_rationale_178"
    },
    {
      "label": "Get Custom Search Engine ID.",
      "file_type": "rationale",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/base_client.py",
      "source_location": "L183",
      "_origin": "ast",
      "community": 42,
      "norm_label": "get custom search engine id.",
      "community_name": "Async API Client",
      "id": "custom_skills_28_seo_knowledge_graph_code_scripts_base_client_py_scripts_base_client_rationale_183"
    },
    {
      "label": "Get Notion API token.",
      "file_type": "rationale",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/base_client.py",
      "source_location": "L188",
      "_origin": "ast",
      "community": 42,
      "norm_label": "get notion api token.",
      "community_name": "Async API Client",
      "id": "custom_skills_28_seo_knowledge_graph_code_scripts_base_client_py_scripts_base_client_rationale_188"
    },
    {
      "label": "Validate Google credentials are configured.",
      "file_type": "rationale",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/base_client.py",
      "source_location": "L192",
      "_origin": "ast",
      "community": 42,
      "norm_label": "validate google credentials are configured.",
      "community_name": "Async API Client",
      "id": "custom_skills_28_seo_knowledge_graph_code_scripts_base_client_py_scripts_base_client_rationale_192"
    },
    {
      "label": "Get required environment variable or raise error.",
      "file_type": "rationale",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/base_client.py",
      "source_location": "L199",
      "_origin": "ast",
      "community": 42,
      "norm_label": "get required environment variable or raise error.",
      "community_name": "Async API Client",
      "id": "custom_skills_28_seo_knowledge_graph_code_scripts_base_client_py_scripts_base_client_rationale_199"
    },
    {
      "label": "entity_auditor.py",
      "file_type": "code",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/entity_auditor.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 25,
      "norm_label": "entity_auditor.py",
      "community_name": "Brand Entity Auditor",
      "id": "scripts_entity_auditor"
    },
    {
      "label": "PaaQuestion",
      "file_type": "code",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/entity_auditor.py",
      "source_location": "L36",
      "_origin": "ast",
      "community": 25,
      "norm_label": "paaquestion",
      "community_name": "Brand Entity Auditor",
      "id": "scripts_entity_auditor_paaquestion"
    },
    {
      "label": "FaqRichResult",
      "file_type": "code",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/entity_auditor.py",
      "source_location": "L45",
      "_origin": "ast",
      "community": 25,
      "norm_label": "faqrichresult",
      "community_name": "Brand Entity Auditor",
      "id": "scripts_entity_auditor_faqrichresult"
    },
    {
      "label": "EntitySchema",
      "file_type": "code",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/entity_auditor.py",
      "source_location": "L55",
      "_origin": "ast",
      "community": 25,
      "norm_label": "entityschema",
      "community_name": "Brand Entity Auditor",
      "id": "scripts_entity_auditor_entityschema"
    },
    {
      "label": "BrandSerpResult",
      "file_type": "code",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/entity_auditor.py",
      "source_location": "L65",
      "_origin": "ast",
      "community": 25,
      "norm_label": "brandserpresult",
      "community_name": "Brand Entity Auditor",
      "id": "scripts_entity_auditor_brandserpresult"
    },
    {
      "label": "EntityAuditResult",
      "file_type": "code",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/entity_auditor.py",
      "source_location": "L78",
      "_origin": "ast",
      "community": 25,
      "norm_label": "entityauditresult",
      "community_name": "Brand Entity Auditor",
      "id": "scripts_entity_auditor_entityauditresult"
    },
    {
      "label": ".to_dict()",
      "file_type": "code",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/entity_auditor.py",
      "source_location": "L91",
      "_origin": "ast",
      "community": 25,
      "norm_label": ".to_dict()",
      "community_name": "Brand Entity Auditor",
      "id": "scripts_entity_auditor_entityauditresult_to_dict"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/entity_auditor.py",
      "source_location": "L91",
      "_origin": "ast",
      "community": 25,
      "norm_label": "any",
      "community_name": "Brand Entity Auditor",
      "id": "custom_skills_28_seo_knowledge_graph_code_scripts_entity_auditor_py_any"
    },
    {
      "label": "EntityAuditor",
      "file_type": "code",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/entity_auditor.py",
      "source_location": "L100",
      "_origin": "ast",
      "community": 25,
      "norm_label": "entityauditor",
      "community_name": "Brand Entity Auditor",
      "id": "scripts_entity_auditor_entityauditor"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/entity_auditor.py",
      "source_location": "L144",
      "_origin": "ast",
      "community": 25,
      "norm_label": ".__init__()",
      "community_name": "Brand Entity Auditor",
      "id": "scripts_entity_auditor_entityauditor_init"
    },
    {
      "label": ".monitor_paa()",
      "file_type": "code",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/entity_auditor.py",
      "source_location": "L152",
      "_origin": "ast",
      "community": 25,
      "norm_label": ".monitor_paa()",
      "community_name": "Brand Entity Auditor",
      "id": "scripts_entity_auditor_entityauditor_monitor_paa"
    },
    {
      "label": "ClientSession",
      "file_type": "code",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/entity_auditor.py",
      "source_location": "L152",
      "_origin": "ast",
      "community": 25,
      "norm_label": "clientsession",
      "community_name": "Brand Entity Auditor",
      "id": "custom_skills_28_seo_knowledge_graph_code_scripts_entity_auditor_py_clientsession"
    },
    {
      "label": ".track_faq_rich_results()",
      "file_type": "code",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/entity_auditor.py",
      "source_location": "L244",
      "_origin": "ast",
      "community": 25,
      "norm_label": ".track_faq_rich_results()",
      "community_name": "Brand Entity Auditor",
      "id": "scripts_entity_auditor_entityauditor_track_faq_rich_results"
    },
    {
      "label": ".audit_entity_schema()",
      "file_type": "code",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/entity_auditor.py",
      "source_location": "L338",
      "_origin": "ast",
      "community": 25,
      "norm_label": ".audit_entity_schema()",
      "community_name": "Brand Entity Auditor",
      "id": "scripts_entity_auditor_entityauditor_audit_entity_schema"
    },
    {
      "label": ".analyze_brand_serp()",
      "file_type": "code",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/entity_auditor.py",
      "source_location": "L438",
      "_origin": "ast",
      "community": 25,
      "norm_label": ".analyze_brand_serp()",
      "community_name": "Brand Entity Auditor",
      "id": "scripts_entity_auditor_entityauditor_analyze_brand_serp"
    },
    {
      "label": ".check_social_profile_links()",
      "file_type": "code",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/entity_auditor.py",
      "source_location": "L529",
      "_origin": "ast",
      "community": 25,
      "norm_label": ".check_social_profile_links()",
      "community_name": "Brand Entity Auditor",
      "id": "scripts_entity_auditor_entityauditor_check_social_profile_links"
    },
    {
      "label": ".generate_recommendations()",
      "file_type": "code",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/entity_auditor.py",
      "source_location": "L567",
      "_origin": "ast",
      "community": 25,
      "norm_label": ".generate_recommendations()",
      "community_name": "Brand Entity Auditor",
      "id": "scripts_entity_auditor_entityauditor_generate_recommendations"
    },
    {
      "label": ".compute_score()",
      "file_type": "code",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/entity_auditor.py",
      "source_location": "L651",
      "_origin": "ast",
      "community": 25,
      "norm_label": ".compute_score()",
      "community_name": "Brand Entity Auditor",
      "id": "scripts_entity_auditor_entityauditor_compute_score"
    },
    {
      "label": ".audit()",
      "file_type": "code",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/entity_auditor.py",
      "source_location": "L698",
      "_origin": "ast",
      "community": 25,
      "norm_label": ".audit()",
      "community_name": "Brand Entity Auditor",
      "id": "scripts_entity_auditor_entityauditor_audit"
    },
    {
      "label": "display_result()",
      "file_type": "code",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/entity_auditor.py",
      "source_location": "L761",
      "_origin": "ast",
      "community": 25,
      "norm_label": "display_result()",
      "community_name": "Brand Entity Auditor",
      "id": "scripts_entity_auditor_display_result"
    },
    {
      "label": "parse_args()",
      "file_type": "code",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/entity_auditor.py",
      "source_location": "L858",
      "_origin": "ast",
      "community": 25,
      "norm_label": "parse_args()",
      "community_name": "Brand Entity Auditor",
      "id": "scripts_entity_auditor_parse_args"
    },
    {
      "label": "Namespace",
      "file_type": "code",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/entity_auditor.py",
      "source_location": "L858",
      "_origin": "ast",
      "community": 25,
      "norm_label": "namespace",
      "community_name": "Brand Entity Auditor",
      "id": "custom_skills_28_seo_knowledge_graph_code_scripts_entity_auditor_py_namespace"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/entity_auditor.py",
      "source_location": "L874",
      "_origin": "ast",
      "community": 25,
      "norm_label": "main()",
      "community_name": "Brand Entity Auditor",
      "id": "scripts_entity_auditor_main"
    },
    {
      "label": "Entity Auditor =============== Purpose: Audit entity SEO signals including PAA m",
      "file_type": "rationale",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/entity_auditor.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 25,
      "norm_label": "entity auditor =============== purpose: audit entity seo signals including paa m",
      "community_name": "Brand Entity Auditor",
      "id": "scripts_entity_auditor_rationale_1"
    },
    {
      "label": "A People Also Ask question found in SERP.",
      "file_type": "rationale",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/entity_auditor.py",
      "source_location": "L37",
      "_origin": "ast",
      "community": 25,
      "norm_label": "a people also ask question found in serp.",
      "community_name": "Brand Entity Auditor",
      "id": "scripts_entity_auditor_rationale_37"
    },
    {
      "label": "FAQ rich result tracking entry.",
      "file_type": "rationale",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/entity_auditor.py",
      "source_location": "L46",
      "_origin": "ast",
      "community": 25,
      "norm_label": "faq rich result tracking entry.",
      "community_name": "Brand Entity Auditor",
      "id": "scripts_entity_auditor_rationale_46"
    },
    {
      "label": "Entity structured data found on a website.",
      "file_type": "rationale",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/entity_auditor.py",
      "source_location": "L56",
      "_origin": "ast",
      "community": 25,
      "norm_label": "entity structured data found on a website.",
      "community_name": "Brand Entity Auditor",
      "id": "scripts_entity_auditor_rationale_56"
    },
    {
      "label": "What appears when searching for the brand name.",
      "file_type": "rationale",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/entity_auditor.py",
      "source_location": "L66",
      "_origin": "ast",
      "community": 25,
      "norm_label": "what appears when searching for the brand name.",
      "community_name": "Brand Entity Auditor",
      "id": "scripts_entity_auditor_rationale_66"
    },
    {
      "label": "Full entity SEO audit result.",
      "file_type": "rationale",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/entity_auditor.py",
      "source_location": "L79",
      "_origin": "ast",
      "community": 25,
      "norm_label": "full entity seo audit result.",
      "community_name": "Brand Entity Auditor",
      "id": "scripts_entity_auditor_rationale_79"
    },
    {
      "label": "Audit entity SEO signals and rich result presence.",
      "file_type": "rationale",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/entity_auditor.py",
      "source_location": "L101",
      "_origin": "ast",
      "community": 25,
      "norm_label": "audit entity seo signals and rich result presence.",
      "community_name": "Brand Entity Auditor",
      "id": "scripts_entity_auditor_rationale_101"
    },
    {
      "label": "Search brand keywords and extract People Also Ask questions.",
      "file_type": "rationale",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/entity_auditor.py",
      "source_location": "L158",
      "_origin": "ast",
      "community": 25,
      "norm_label": "search brand keywords and extract people also ask questions.",
      "community_name": "Brand Entity Auditor",
      "id": "scripts_entity_auditor_rationale_158"
    },
    {
      "label": "Check pages for FAQPage schema and SERP appearance.",
      "file_type": "rationale",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/entity_auditor.py",
      "source_location": "L249",
      "_origin": "ast",
      "community": 25,
      "norm_label": "check pages for faqpage schema and serp appearance.",
      "community_name": "Brand Entity Auditor",
      "id": "scripts_entity_auditor_rationale_249"
    },
    {
      "label": "Check Organization/Person/LocalBusiness schema on website.",
      "file_type": "rationale",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/entity_auditor.py",
      "source_location": "L343",
      "_origin": "ast",
      "community": 25,
      "norm_label": "check organization/person/localbusiness schema on website.",
      "community_name": "Brand Entity Auditor",
      "id": "scripts_entity_auditor_rationale_343"
    },
    {
      "label": "Analyze what appears in SERP for the brand name search.",
      "file_type": "rationale",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/entity_auditor.py",
      "source_location": "L443",
      "_origin": "ast",
      "community": 25,
      "norm_label": "analyze what appears in serp for the brand name search.",
      "community_name": "Brand Entity Auditor",
      "id": "scripts_entity_auditor_rationale_443"
    },
    {
      "label": "Validate sameAs URLs are accessible.",
      "file_type": "rationale",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/entity_auditor.py",
      "source_location": "L534",
      "_origin": "ast",
      "community": 25,
      "norm_label": "validate sameas urls are accessible.",
      "community_name": "Brand Entity Auditor",
      "id": "scripts_entity_auditor_rationale_534"
    },
    {
      "label": "Generate actionable entity SEO improvement recommendations.",
      "file_type": "rationale",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/entity_auditor.py",
      "source_location": "L568",
      "_origin": "ast",
      "community": 25,
      "norm_label": "generate actionable entity seo improvement recommendations.",
      "community_name": "Brand Entity Auditor",
      "id": "scripts_entity_auditor_rationale_568"
    },
    {
      "label": "Compute overall entity SEO score (0-100).",
      "file_type": "rationale",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/entity_auditor.py",
      "source_location": "L652",
      "_origin": "ast",
      "community": 25,
      "norm_label": "compute overall entity seo score (0-100).",
      "community_name": "Brand Entity Auditor",
      "id": "scripts_entity_auditor_rationale_652"
    },
    {
      "label": "Orchestrate full entity SEO audit.",
      "file_type": "rationale",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/entity_auditor.py",
      "source_location": "L705",
      "_origin": "ast",
      "community": 25,
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    },
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      "norm_label": "knowledgepanel",
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      "id": "scripts_knowledge_graph_analyzer_knowledgepanel"
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      "norm_label": "wikipresence",
      "community_name": "Knowledge Graph Analyzer",
      "id": "scripts_knowledge_graph_analyzer_wikipresence"
    },
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      "id": "scripts_knowledge_graph_analyzer_naverpresence"
    },
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      "norm_label": "knowledgegraphresult",
      "community_name": "Knowledge Graph Analyzer",
      "id": "scripts_knowledge_graph_analyzer_knowledgegraphresult"
    },
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      "id": "scripts_knowledge_graph_analyzer_knowledgegraphanalyzer_search_entity"
    },
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      "norm_label": "clientsession",
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      "id": "custom_skills_28_seo_knowledge_graph_code_scripts_knowledge_graph_analyzer_py_clientsession"
    },
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      "community_name": "Knowledge Graph Analyzer",
      "id": "scripts_knowledge_graph_analyzer_knowledgegraphanalyzer_detect_knowledge_panel"
    },
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      "community_name": "Knowledge Graph Analyzer",
      "id": "scripts_knowledge_graph_analyzer_knowledgegraphanalyzer_extract_attributes"
    },
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      "community_name": "Knowledge Graph Analyzer",
      "id": "scripts_knowledge_graph_analyzer_knowledgegraphanalyzer_score_completeness"
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      "id": "scripts_knowledge_graph_analyzer_knowledgegraphanalyzer_check_wikipedia"
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      "id": "scripts_knowledge_graph_analyzer_knowledgegraphanalyzer_check_wikidata"
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      "label": "Naver encyclopedia and \uc9c0\uc2ddiN presence.",
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    },
    {
      "label": "Search Google for entity to detect Knowledge Panel signals.",
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    {
      "label": "Parse search results HTML for Knowledge Panel indicators.",
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      "community_name": "Knowledge Graph Analyzer",
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    {
      "label": "Check Wikipedia article existence for entity.",
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      "norm_label": "check wikipedia article existence for entity.",
      "community_name": "Knowledge Graph Analyzer",
      "id": "scripts_knowledge_graph_analyzer_rationale_334"
    },
    {
      "label": "Check Wikidata QID existence for entity.",
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      "norm_label": "check wikidata qid existence for entity.",
      "community_name": "Knowledge Graph Analyzer",
      "id": "scripts_knowledge_graph_analyzer_rationale_374"
    },
    {
      "label": "Check Naver encyclopedia (\ub124\uc774\ubc84 \ubc31\uacfc\uc0ac\uc804) presence.",
      "file_type": "rationale",
      "source_file": "custom-skills/28-seo-knowledge-graph/code/scripts/knowledge_graph_analyzer.py",
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      "norm_label": "check naver encyclopedia (\u1102\u1166\u110b\u1175\u1107\u1165 \u1107\u1162\u11a8\u1100\u116a\u1109\u1161\u110c\u1165\u11ab) presence.",
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    {
      "label": "Check Naver knowledge iN (\uc9c0\uc2ddiN) entries.",
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      "norm_label": "check naver knowledge in (\u110c\u1175\u1109\u1175\u11a8in) entries.",
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      "source_location": "L1",
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      "community_name": "Keyword Intent Analyzer",
      "id": "scripts_keyword_analyzer"
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      "norm_label": "keyworddata",
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      "id": "scripts_keyword_analyzer_keyworddata"
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      "label": "KeywordAnalyzer",
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      "source_location": "L22",
      "_origin": "ast",
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      "norm_label": "keywordanalyzer",
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      "id": "scripts_keyword_analyzer_keywordanalyzer"
    },
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      "source_file": "custom-skills/29-seo-gateway-architect/code/scripts/keyword_analyzer.py",
      "source_location": "L25",
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      "community_name": "Keyword Intent Analyzer",
      "id": "scripts_keyword_analyzer_keywordanalyzer_init"
    },
    {
      "label": ".analyze_primary_keyword()",
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      "source_file": "custom-skills/29-seo-gateway-architect/code/scripts/keyword_analyzer.py",
      "source_location": "L36",
      "_origin": "ast",
      "community": 82,
      "norm_label": ".analyze_primary_keyword()",
      "community_name": "Keyword Intent Analyzer",
      "id": "scripts_keyword_analyzer_keywordanalyzer_analyze_primary_keyword"
    },
    {
      "label": ".generate_lsi_keywords()",
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      "source_file": "custom-skills/29-seo-gateway-architect/code/scripts/keyword_analyzer.py",
      "source_location": "L65",
      "_origin": "ast",
      "community": 82,
      "norm_label": ".generate_lsi_keywords()",
      "community_name": "Keyword Intent Analyzer",
      "id": "scripts_keyword_analyzer_keywordanalyzer_generate_lsi_keywords"
    },
    {
      "label": ".generate_long_tail_keywords()",
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      "source_file": "custom-skills/29-seo-gateway-architect/code/scripts/keyword_analyzer.py",
      "source_location": "L123",
      "_origin": "ast",
      "community": 82,
      "norm_label": ".generate_long_tail_keywords()",
      "community_name": "Keyword Intent Analyzer",
      "id": "scripts_keyword_analyzer_keywordanalyzer_generate_long_tail_keywords"
    },
    {
      "label": ".generate_question_keywords()",
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      "source_file": "custom-skills/29-seo-gateway-architect/code/scripts/keyword_analyzer.py",
      "source_location": "L138",
      "_origin": "ast",
      "community": 82,
      "norm_label": ".generate_question_keywords()",
      "community_name": "Keyword Intent Analyzer",
      "id": "scripts_keyword_analyzer_keywordanalyzer_generate_question_keywords"
    },
    {
      "label": ".calculate_intent_distribution()",
      "file_type": "code",
      "source_file": "custom-skills/29-seo-gateway-architect/code/scripts/keyword_analyzer.py",
      "source_location": "L154",
      "_origin": "ast",
      "community": 82,
      "norm_label": ".calculate_intent_distribution()",
      "community_name": "Keyword Intent Analyzer",
      "id": "scripts_keyword_analyzer_keywordanalyzer_calculate_intent_distribution"
    },
    {
      "label": ".generate_recommendations()",
      "file_type": "code",
      "source_file": "custom-skills/29-seo-gateway-architect/code/scripts/keyword_analyzer.py",
      "source_location": "L183",
      "_origin": "ast",
      "community": 82,
      "norm_label": ".generate_recommendations()",
      "community_name": "Keyword Intent Analyzer",
      "id": "scripts_keyword_analyzer_keywordanalyzer_generate_recommendations"
    },
    {
      "label": ".export_analysis()",
      "file_type": "code",
      "source_file": "custom-skills/29-seo-gateway-architect/code/scripts/keyword_analyzer.py",
      "source_location": "L213",
      "_origin": "ast",
      "community": 82,
      "norm_label": ".export_analysis()",
      "community_name": "Keyword Intent Analyzer",
      "id": "scripts_keyword_analyzer_keywordanalyzer_export_analysis"
    },
    {
      "label": ".generate_report()",
      "file_type": "code",
      "source_file": "custom-skills/29-seo-gateway-architect/code/scripts/keyword_analyzer.py",
      "source_location": "L246",
      "_origin": "ast",
      "community": 82,
      "norm_label": ".generate_report()",
      "community_name": "Keyword Intent Analyzer",
      "id": "scripts_keyword_analyzer_keywordanalyzer_generate_report"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "custom-skills/29-seo-gateway-architect/code/scripts/keyword_analyzer.py",
      "source_location": "L282",
      "_origin": "ast",
      "community": 82,
      "norm_label": "main()",
      "community_name": "Keyword Intent Analyzer",
      "id": "scripts_keyword_analyzer_main"
    },
    {
      "label": "Data structure for keyword information",
      "file_type": "rationale",
      "source_file": "custom-skills/29-seo-gateway-architect/code/scripts/keyword_analyzer.py",
      "source_location": "L14",
      "_origin": "ast",
      "community": 82,
      "norm_label": "data structure for keyword information",
      "community_name": "Keyword Intent Analyzer",
      "id": "scripts_keyword_analyzer_rationale_14"
    },
    {
      "label": "Analyzes keywords for SEO gateway pages",
      "file_type": "rationale",
      "source_file": "custom-skills/29-seo-gateway-architect/code/scripts/keyword_analyzer.py",
      "source_location": "L23",
      "_origin": "ast",
      "community": 82,
      "norm_label": "analyzes keywords for seo gateway pages",
      "community_name": "Keyword Intent Analyzer",
      "id": "scripts_keyword_analyzer_rationale_23"
    },
    {
      "label": "Analyzes the primary keyword         In production, this would call actual keywo",
      "file_type": "rationale",
      "source_file": "custom-skills/29-seo-gateway-architect/code/scripts/keyword_analyzer.py",
      "source_location": "L37",
      "_origin": "ast",
      "community": 82,
      "norm_label": "analyzes the primary keyword         in production, this would call actual keywo",
      "community_name": "Keyword Intent Analyzer",
      "id": "scripts_keyword_analyzer_rationale_37"
    },
    {
      "label": "Generates LSI (Latent Semantic Indexing) keywords",
      "file_type": "rationale",
      "source_file": "custom-skills/29-seo-gateway-architect/code/scripts/keyword_analyzer.py",
      "source_location": "L66",
      "_origin": "ast",
      "community": 82,
      "norm_label": "generates lsi (latent semantic indexing) keywords",
      "community_name": "Keyword Intent Analyzer",
      "id": "scripts_keyword_analyzer_rationale_66"
    },
    {
      "label": "Generates long-tail keyword variations",
      "file_type": "rationale",
      "source_file": "custom-skills/29-seo-gateway-architect/code/scripts/keyword_analyzer.py",
      "source_location": "L124",
      "_origin": "ast",
      "community": 82,
      "norm_label": "generates long-tail keyword variations",
      "community_name": "Keyword Intent Analyzer",
      "id": "scripts_keyword_analyzer_rationale_124"
    },
    {
      "label": "Generates question-based keywords for featured snippets",
      "file_type": "rationale",
      "source_file": "custom-skills/29-seo-gateway-architect/code/scripts/keyword_analyzer.py",
      "source_location": "L139",
      "_origin": "ast",
      "community": 82,
      "norm_label": "generates question-based keywords for featured snippets",
      "community_name": "Keyword Intent Analyzer",
      "id": "scripts_keyword_analyzer_rationale_139"
    },
    {
      "label": "Calculates user intent distribution across keywords",
      "file_type": "rationale",
      "source_file": "custom-skills/29-seo-gateway-architect/code/scripts/keyword_analyzer.py",
      "source_location": "L155",
      "_origin": "ast",
      "community": 82,
      "norm_label": "calculates user intent distribution across keywords",
      "community_name": "Keyword Intent Analyzer",
      "id": "scripts_keyword_analyzer_rationale_155"
    },
    {
      "label": "Generates SEO recommendations based on analysis",
      "file_type": "rationale",
      "source_file": "custom-skills/29-seo-gateway-architect/code/scripts/keyword_analyzer.py",
      "source_location": "L184",
      "_origin": "ast",
      "community": 82,
      "norm_label": "generates seo recommendations based on analysis",
      "community_name": "Keyword Intent Analyzer",
      "id": "scripts_keyword_analyzer_rationale_184"
    },
    {
      "label": "Exports the analysis results to JSON",
      "file_type": "rationale",
      "source_file": "custom-skills/29-seo-gateway-architect/code/scripts/keyword_analyzer.py",
      "source_location": "L214",
      "_origin": "ast",
      "community": 82,
      "norm_label": "exports the analysis results to json",
      "community_name": "Keyword Intent Analyzer",
      "id": "scripts_keyword_analyzer_rationale_214"
    },
    {
      "label": "Generates a formatted text report",
      "file_type": "rationale",
      "source_file": "custom-skills/29-seo-gateway-architect/code/scripts/keyword_analyzer.py",
      "source_location": "L247",
      "_origin": "ast",
      "community": 82,
      "norm_label": "generates a formatted text report",
      "community_name": "Keyword Intent Analyzer",
      "id": "scripts_keyword_analyzer_rationale_247"
    },
    {
      "label": "Main execution function",
      "file_type": "rationale",
      "source_file": "custom-skills/29-seo-gateway-architect/code/scripts/keyword_analyzer.py",
      "source_location": "L283",
      "_origin": "ast",
      "community": 82,
      "norm_label": "main execution function",
      "community_name": "Keyword Intent Analyzer",
      "id": "scripts_keyword_analyzer_rationale_283"
    },
    {
      "label": "generate_pages.py",
      "file_type": "code",
      "source_file": "custom-skills/30-seo-gateway-builder/code/scripts/generate_pages.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 59,
      "norm_label": "generate_pages.py",
      "community_name": "Gateway Page Generator",
      "id": "scripts_generate_pages"
    },
    {
      "label": "Location",
      "file_type": "code",
      "source_file": "custom-skills/30-seo-gateway-builder/code/scripts/generate_pages.py",
      "source_location": "L16",
      "_origin": "ast",
      "community": 59,
      "norm_label": "location",
      "community_name": "Gateway Page Generator",
      "id": "scripts_generate_pages_location"
    },
    {
      "label": "Service",
      "file_type": "code",
      "source_file": "custom-skills/30-seo-gateway-builder/code/scripts/generate_pages.py",
      "source_location": "L29",
      "_origin": "ast",
      "community": 59,
      "norm_label": "service",
      "community_name": "Gateway Page Generator",
      "id": "scripts_generate_pages_service"
    },
    {
      "label": "Brand",
      "file_type": "code",
      "source_file": "custom-skills/30-seo-gateway-builder/code/scripts/generate_pages.py",
      "source_location": "L42",
      "_origin": "ast",
      "community": 59,
      "norm_label": "brand",
      "community_name": "Gateway Page Generator",
      "id": "scripts_generate_pages_brand"
    },
    {
      "label": "GatewayPageGenerator",
      "file_type": "code",
      "source_file": "custom-skills/30-seo-gateway-builder/code/scripts/generate_pages.py",
      "source_location": "L53",
      "_origin": "ast",
      "community": 59,
      "norm_label": "gatewaypagegenerator",
      "community_name": "Gateway Page Generator",
      "id": "scripts_generate_pages_gatewaypagegenerator"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/30-seo-gateway-builder/code/scripts/generate_pages.py",
      "source_location": "L56",
      "_origin": "ast",
      "community": 59,
      "norm_label": ".__init__()",
      "community_name": "Gateway Page Generator",
      "id": "scripts_generate_pages_gatewaypagegenerator_init"
    },
    {
      "label": ".load_template()",
      "file_type": "code",
      "source_file": "custom-skills/30-seo-gateway-builder/code/scripts/generate_pages.py",
      "source_location": "L66",
      "_origin": "ast",
      "community": 59,
      "norm_label": ".load_template()",
      "community_name": "Gateway Page Generator",
      "id": "scripts_generate_pages_gatewaypagegenerator_load_template"
    },
    {
      "label": ".generate_meta_tags()",
      "file_type": "code",
      "source_file": "custom-skills/30-seo-gateway-builder/code/scripts/generate_pages.py",
      "source_location": "L75",
      "_origin": "ast",
      "community": 59,
      "norm_label": ".generate_meta_tags()",
      "community_name": "Gateway Page Generator",
      "id": "scripts_generate_pages_gatewaypagegenerator_generate_meta_tags"
    },
    {
      "label": ".generate_schema_markup()",
      "file_type": "code",
      "source_file": "custom-skills/30-seo-gateway-builder/code/scripts/generate_pages.py",
      "source_location": "L95",
      "_origin": "ast",
      "community": 59,
      "norm_label": ".generate_schema_markup()",
      "community_name": "Gateway Page Generator",
      "id": "scripts_generate_pages_gatewaypagegenerator_generate_schema_markup"
    },
    {
      "label": ".generate_content_variations()",
      "file_type": "code",
      "source_file": "custom-skills/30-seo-gateway-builder/code/scripts/generate_pages.py",
      "source_location": "L128",
      "_origin": "ast",
      "community": 59,
      "norm_label": ".generate_content_variations()",
      "community_name": "Gateway Page Generator",
      "id": "scripts_generate_pages_gatewaypagegenerator_generate_content_variations"
    },
    {
      "label": ".localize_content()",
      "file_type": "code",
      "source_file": "custom-skills/30-seo-gateway-builder/code/scripts/generate_pages.py",
      "source_location": "L167",
      "_origin": "ast",
      "community": 59,
      "norm_label": ".localize_content()",
      "community_name": "Gateway Page Generator",
      "id": "scripts_generate_pages_gatewaypagegenerator_localize_content"
    },
    {
      "label": ".generate_page()",
      "file_type": "code",
      "source_file": "custom-skills/30-seo-gateway-builder/code/scripts/generate_pages.py",
      "source_location": "L185",
      "_origin": "ast",
      "community": 59,
      "norm_label": ".generate_page()",
      "community_name": "Gateway Page Generator",
      "id": "scripts_generate_pages_gatewaypagegenerator_generate_page"
    },
    {
      "label": ".generate_batch()",
      "file_type": "code",
      "source_file": "custom-skills/30-seo-gateway-builder/code/scripts/generate_pages.py",
      "source_location": "L232",
      "_origin": "ast",
      "community": 59,
      "norm_label": ".generate_batch()",
      "community_name": "Gateway Page Generator",
      "id": "scripts_generate_pages_gatewaypagegenerator_generate_batch"
    },
    {
      "label": ".generate_index()",
      "file_type": "code",
      "source_file": "custom-skills/30-seo-gateway-builder/code/scripts/generate_pages.py",
      "source_location": "L263",
      "_origin": "ast",
      "community": 59,
      "norm_label": ".generate_index()",
      "community_name": "Gateway Page Generator",
      "id": "scripts_generate_pages_gatewaypagegenerator_generate_index"
    },
    {
      "label": "Path",
      "file_type": "code",
      "source_file": "custom-skills/30-seo-gateway-builder/code/scripts/generate_pages.py",
      "source_location": "L263",
      "_origin": "ast",
      "community": 59,
      "norm_label": "path",
      "community_name": "Gateway Page Generator",
      "id": "custom_skills_30_seo_gateway_builder_code_scripts_generate_pages_py_path"
    },
    {
      "label": "create_sample_data()",
      "file_type": "code",
      "source_file": "custom-skills/30-seo-gateway-builder/code/scripts/generate_pages.py",
      "source_location": "L290",
      "_origin": "ast",
      "community": 59,
      "norm_label": "create_sample_data()",
      "community_name": "Gateway Page Generator",
      "id": "scripts_generate_pages_create_sample_data"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "custom-skills/30-seo-gateway-builder/code/scripts/generate_pages.py",
      "source_location": "L363",
      "_origin": "ast",
      "community": 59,
      "norm_label": "main()",
      "community_name": "Gateway Page Generator",
      "id": "scripts_generate_pages_main"
    },
    {
      "label": "Location data structure",
      "file_type": "rationale",
      "source_file": "custom-skills/30-seo-gateway-builder/code/scripts/generate_pages.py",
      "source_location": "L17",
      "_origin": "ast",
      "community": 59,
      "norm_label": "location data structure",
      "community_name": "Gateway Page Generator",
      "id": "scripts_generate_pages_rationale_17"
    },
    {
      "label": "Service data structure",
      "file_type": "rationale",
      "source_file": "custom-skills/30-seo-gateway-builder/code/scripts/generate_pages.py",
      "source_location": "L30",
      "_origin": "ast",
      "community": 59,
      "norm_label": "service data structure",
      "community_name": "Gateway Page Generator",
      "id": "scripts_generate_pages_rationale_30"
    },
    {
      "label": "Brand/Clinic information",
      "file_type": "rationale",
      "source_file": "custom-skills/30-seo-gateway-builder/code/scripts/generate_pages.py",
      "source_location": "L43",
      "_origin": "ast",
      "community": 59,
      "norm_label": "brand/clinic information",
      "community_name": "Gateway Page Generator",
      "id": "scripts_generate_pages_rationale_43"
    },
    {
      "label": "Main class for generating gateway page content",
      "file_type": "rationale",
      "source_file": "custom-skills/30-seo-gateway-builder/code/scripts/generate_pages.py",
      "source_location": "L54",
      "_origin": "ast",
      "community": 59,
      "norm_label": "main class for generating gateway page content",
      "community_name": "Gateway Page Generator",
      "id": "scripts_generate_pages_rationale_54"
    },
    {
      "label": "Generate SEO meta tags",
      "file_type": "rationale",
      "source_file": "custom-skills/30-seo-gateway-builder/code/scripts/generate_pages.py",
      "source_location": "L76",
      "_origin": "ast",
      "community": 59,
      "norm_label": "generate seo meta tags",
      "community_name": "Gateway Page Generator",
      "id": "scripts_generate_pages_rationale_76"
    },
    {
      "label": "Generate JSON-LD schema markup",
      "file_type": "rationale",
      "source_file": "custom-skills/30-seo-gateway-builder/code/scripts/generate_pages.py",
      "source_location": "L96",
      "_origin": "ast",
      "community": 59,
      "norm_label": "generate json-ld schema markup",
      "community_name": "Gateway Page Generator",
      "id": "scripts_generate_pages_rationale_96"
    },
    {
      "label": "Generate content variations for uniqueness",
      "file_type": "rationale",
      "source_file": "custom-skills/30-seo-gateway-builder/code/scripts/generate_pages.py",
      "source_location": "L129",
      "_origin": "ast",
      "community": 59,
      "norm_label": "generate content variations for uniqueness",
      "community_name": "Gateway Page Generator",
      "id": "scripts_generate_pages_rationale_129"
    },
    {
      "label": "Add local elements to content",
      "file_type": "rationale",
      "source_file": "custom-skills/30-seo-gateway-builder/code/scripts/generate_pages.py",
      "source_location": "L168",
      "_origin": "ast",
      "community": 59,
      "norm_label": "add local elements to content",
      "community_name": "Gateway Page Generator",
      "id": "scripts_generate_pages_rationale_168"
    },
    {
      "label": "Generate a complete gateway page",
      "file_type": "rationale",
      "source_file": "custom-skills/30-seo-gateway-builder/code/scripts/generate_pages.py",
      "source_location": "L187",
      "_origin": "ast",
      "community": 59,
      "norm_label": "generate a complete gateway page",
      "community_name": "Gateway Page Generator",
      "id": "scripts_generate_pages_rationale_187"
    },
    {
      "label": "Generate multiple gateway pages",
      "file_type": "rationale",
      "source_file": "custom-skills/30-seo-gateway-builder/code/scripts/generate_pages.py",
      "source_location": "L234",
      "_origin": "ast",
      "community": 59,
      "norm_label": "generate multiple gateway pages",
      "community_name": "Gateway Page Generator",
      "id": "scripts_generate_pages_rationale_234"
    },
    {
      "label": "Generate an index of all created pages",
      "file_type": "rationale",
      "source_file": "custom-skills/30-seo-gateway-builder/code/scripts/generate_pages.py",
      "source_location": "L265",
      "_origin": "ast",
      "community": 59,
      "norm_label": "generate an index of all created pages",
      "community_name": "Gateway Page Generator",
      "id": "scripts_generate_pages_rationale_265"
    },
    {
      "label": "Create sample data for testing",
      "file_type": "rationale",
      "source_file": "custom-skills/30-seo-gateway-builder/code/scripts/generate_pages.py",
      "source_location": "L291",
      "_origin": "ast",
      "community": 59,
      "norm_label": "create sample data for testing",
      "community_name": "Gateway Page Generator",
      "id": "scripts_generate_pages_rationale_291"
    },
    {
      "label": "Main execution function",
      "file_type": "rationale",
      "source_file": "custom-skills/30-seo-gateway-builder/code/scripts/generate_pages.py",
      "source_location": "L364",
      "_origin": "ast",
      "community": 59,
      "norm_label": "main execution function",
      "community_name": "Gateway Page Generator",
      "id": "scripts_generate_pages_rationale_364"
    },
    {
      "label": "_notion_compat.py",
      "file_type": "code",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/_notion_compat.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 79,
      "norm_label": "_notion_compat.py",
      "community_name": "Notion API Compatibility",
      "id": "scripts_notion_compat"
    },
    {
      "label": "make_client()",
      "file_type": "code",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/_notion_compat.py",
      "source_location": "L19",
      "_origin": "ast",
      "community": 79,
      "norm_label": "make_client()",
      "community_name": "Notion API Compatibility",
      "id": "scripts_notion_compat_make_client"
    },
    {
      "label": "Client",
      "file_type": "code",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/_notion_compat.py",
      "source_location": "L19",
      "_origin": "ast",
      "community": 79,
      "norm_label": "client",
      "community_name": "Notion API Compatibility",
      "id": "custom_skills_32_notion_writer_code_scripts_notion_compat_py_client"
    },
    {
      "label": "resolve_data_source_id()",
      "file_type": "code",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/_notion_compat.py",
      "source_location": "L24",
      "_origin": "ast",
      "community": 79,
      "norm_label": "resolve_data_source_id()",
      "community_name": "Notion API Compatibility",
      "id": "scripts_notion_compat_resolve_data_source_id"
    },
    {
      "label": "get_schema()",
      "file_type": "code",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/_notion_compat.py",
      "source_location": "L56",
      "_origin": "ast",
      "community": 79,
      "norm_label": "get_schema()",
      "community_name": "Notion API Compatibility",
      "id": "scripts_notion_compat_get_schema"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/_notion_compat.py",
      "source_location": "L56",
      "_origin": "ast",
      "community": 79,
      "norm_label": "any",
      "community_name": "Notion API Compatibility",
      "id": "custom_skills_32_notion_writer_code_scripts_notion_compat_py_any"
    },
    {
      "label": "find_title_property()",
      "file_type": "code",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/_notion_compat.py",
      "source_location": "L61",
      "_origin": "ast",
      "community": 79,
      "norm_label": "find_title_property()",
      "community_name": "Notion API Compatibility",
      "id": "scripts_notion_compat_find_title_property"
    },
    {
      "label": "build_data_source_parent()",
      "file_type": "code",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/_notion_compat.py",
      "source_location": "L69",
      "_origin": "ast",
      "community": 79,
      "norm_label": "build_data_source_parent()",
      "community_name": "Notion API Compatibility",
      "id": "scripts_notion_compat_build_data_source_parent"
    },
    {
      "label": "parse_properties_arg()",
      "file_type": "code",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/_notion_compat.py",
      "source_location": "L74",
      "_origin": "ast",
      "community": 79,
      "norm_label": "parse_properties_arg()",
      "community_name": "Notion API Compatibility",
      "id": "scripts_notion_compat_parse_properties_arg"
    },
    {
      "label": "coerce_property_value()",
      "file_type": "code",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/_notion_compat.py",
      "source_location": "L91",
      "_origin": "ast",
      "community": 79,
      "norm_label": "coerce_property_value()",
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      "id": "scripts_notion_compat_coerce_property_value"
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      "community": 79,
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    {
      "label": "Build a sync Notion client on the SDK default API version (2025-09-03+).",
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      "community_name": "Notion API Compatibility",
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    },
    {
      "label": "Return the name of the title property in a schema, or None.",
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      "community_name": "Notion API Compatibility",
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    {
      "label": "Parent shape for pages.create when targeting a data source.",
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      "label": "Translate a notion-client APIResponseError into a human-friendly message.     Th",
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      "id": "scripts_notion_compat_rationale_187"
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    {
      "label": "Look up an existing page in a data source by an exact property value.     Return",
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      "source_file": "custom-skills/31-notion-organizer/code/scripts/_notion_compat.py",
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      "community_name": "Notion API Compatibility",
      "id": "scripts_notion_compat_rationale_226"
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    {
      "label": "_search_cache.py",
      "file_type": "code",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/_search_cache.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 194,
      "norm_label": "_search_cache.py",
      "community_name": "Search Result Cache",
      "id": "scripts_search_cache"
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      "label": "_cache_key()",
      "file_type": "code",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/_search_cache.py",
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      "_origin": "ast",
      "community": 194,
      "norm_label": "_cache_key()",
      "community_name": "Search Result Cache",
      "id": "scripts_search_cache_cache_key"
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    {
      "label": "cache_get()",
      "file_type": "code",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/_search_cache.py",
      "source_location": "L20",
      "_origin": "ast",
      "community": 194,
      "norm_label": "cache_get()",
      "community_name": "Search Result Cache",
      "id": "scripts_search_cache_cache_get"
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    {
      "label": "Path",
      "file_type": "code",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/_search_cache.py",
      "source_location": "L20",
      "_origin": "ast",
      "community": 194,
      "norm_label": "path",
      "community_name": "Search Result Cache",
      "id": "custom_skills_31_notion_organizer_code_scripts_search_cache_py_path"
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    {
      "label": "Any",
      "file_type": "code",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/_search_cache.py",
      "source_location": "L20",
      "_origin": "ast",
      "community": 194,
      "norm_label": "any",
      "community_name": "Search Result Cache",
      "id": "custom_skills_31_notion_organizer_code_scripts_search_cache_py_any"
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      "label": "cache_put()",
      "file_type": "code",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/_search_cache.py",
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      "_origin": "ast",
      "community": 194,
      "norm_label": "cache_put()",
      "community_name": "Search Result Cache",
      "id": "scripts_search_cache_cache_put"
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    {
      "label": "Filesystem cache for rerank results, keyed by SHA256(query + candidate_ids).",
      "file_type": "rationale",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/_search_cache.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 194,
      "norm_label": "filesystem cache for rerank results, keyed by sha256(query + candidate_ids).",
      "community_name": "Search Result Cache",
      "id": "scripts_search_cache_rationale_1"
    },
    {
      "label": "Return cached results if file exists and is fresh, else None.      Corrupted cac",
      "file_type": "rationale",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/_search_cache.py",
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      "_origin": "ast",
      "community": 194,
      "norm_label": "return cached results if file exists and is fresh, else none.      corrupted cac",
      "community_name": "Search Result Cache",
      "id": "scripts_search_cache_rationale_27"
    },
    {
      "label": "Write results to cache. Creates cache_dir if missing.",
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      "source_file": "custom-skills/31-notion-organizer/code/scripts/_search_cache.py",
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      "_origin": "ast",
      "community": 194,
      "norm_label": "write results to cache. creates cache_dir if missing.",
      "community_name": "Search Result Cache",
      "id": "scripts_search_cache_rationale_63"
    },
    {
      "label": "_search_llm.py",
      "file_type": "code",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/_search_llm.py",
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      "_origin": "ast",
      "community": 173,
      "norm_label": "_search_llm.py",
      "community_name": "Notion Semantic Search",
      "id": "scripts_search_llm"
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      "file_type": "code",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/_search_llm.py",
      "source_location": "L14",
      "_origin": "ast",
      "community": 173,
      "norm_label": "_have_anthropic_sdk()",
      "community_name": "Notion Semantic Search",
      "id": "scripts_search_llm_have_anthropic_sdk"
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    {
      "label": "_have_claude_cli()",
      "file_type": "code",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/_search_llm.py",
      "source_location": "L22",
      "_origin": "ast",
      "community": 173,
      "norm_label": "_have_claude_cli()",
      "community_name": "Notion Semantic Search",
      "id": "scripts_search_llm_have_claude_cli"
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      "source_file": "custom-skills/31-notion-organizer/code/scripts/_search_llm.py",
      "source_location": "L26",
      "_origin": "ast",
      "community": 173,
      "norm_label": "_call_via_sdk()",
      "community_name": "Notion Semantic Search",
      "id": "scripts_search_llm_call_via_sdk"
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    {
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      "file_type": "code",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/_search_llm.py",
      "source_location": "L37",
      "_origin": "ast",
      "community": 173,
      "norm_label": "_call_via_cli()",
      "community_name": "Notion Semantic Search",
      "id": "scripts_search_llm_call_via_cli"
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      "file_type": "code",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/_search_llm.py",
      "source_location": "L49",
      "_origin": "ast",
      "community": 173,
      "norm_label": "call_claude()",
      "community_name": "Notion Semantic Search",
      "id": "scripts_search_llm_call_claude"
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    {
      "label": "Claude client abstraction. SDK preferred, `claude -p` CLI fallback.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/_search_llm.py",
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      "norm_label": "claude client abstraction. sdk preferred, `claude -p` cli fallback.",
      "community_name": "Notion Semantic Search",
      "id": "scripts_search_llm_rationale_1"
    },
    {
      "label": "Shell out to Claude Code CLI. max_tokens is ignored (CLI handles defaults).",
      "file_type": "rationale",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/_search_llm.py",
      "source_location": "L38",
      "_origin": "ast",
      "community": 173,
      "norm_label": "shell out to claude code cli. max_tokens is ignored (cli handles defaults).",
      "community_name": "Notion Semantic Search",
      "id": "scripts_search_llm_rationale_38"
    },
    {
      "label": "Send a prompt to Claude.      Tries the anthropic SDK first (requires ANTHROPIC_",
      "file_type": "rationale",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/_search_llm.py",
      "source_location": "L55",
      "_origin": "ast",
      "community": 173,
      "norm_label": "send a prompt to claude.      tries the anthropic sdk first (requires anthropic_",
      "community_name": "Notion Semantic Search",
      "id": "scripts_search_llm_rationale_55"
    },
    {
      "label": "async_organizer.py",
      "file_type": "code",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/async_organizer.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 65,
      "norm_label": "async_organizer.py",
      "community_name": "Notion Async Organizer",
      "id": "scripts_async_organizer"
    },
    {
      "label": "NotionAsyncOrganizer",
      "file_type": "code",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/async_organizer.py",
      "source_location": "L50",
      "_origin": "ast",
      "community": 65,
      "norm_label": "notionasyncorganizer",
      "community_name": "Notion Async Organizer",
      "id": "scripts_async_organizer_notionasyncorganizer"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/async_organizer.py",
      "source_location": "L53",
      "_origin": "ast",
      "community": 65,
      "norm_label": ".__init__()",
      "community_name": "Notion Async Organizer",
      "id": "scripts_async_organizer_notionasyncorganizer_init"
    },
    {
      "label": "._resolve_data_source_id()",
      "file_type": "code",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/async_organizer.py",
      "source_location": "L60",
      "_origin": "ast",
      "community": 65,
      "norm_label": "._resolve_data_source_id()",
      "community_name": "Notion Async Organizer",
      "id": "scripts_async_organizer_notionasyncorganizer_resolve_data_source_id"
    },
    {
      "label": "._rate_limited_request()",
      "file_type": "code",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/async_organizer.py",
      "source_location": "L103",
      "_origin": "ast",
      "community": 65,
      "norm_label": "._rate_limited_request()",
      "community_name": "Notion Async Organizer",
      "id": "scripts_async_organizer_notionasyncorganizer_rate_limited_request"
    },
    {
      "label": ".fetch_database_schema()",
      "file_type": "code",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/async_organizer.py",
      "source_location": "L109",
      "_origin": "ast",
      "community": 65,
      "norm_label": ".fetch_database_schema()",
      "community_name": "Notion Async Organizer",
      "id": "scripts_async_organizer_notionasyncorganizer_fetch_database_schema"
    },
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      "label": ".fetch_all_pages()",
      "file_type": "code",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/async_organizer.py",
      "source_location": "L119",
      "_origin": "ast",
      "community": 65,
      "norm_label": ".fetch_all_pages()",
      "community_name": "Notion Async Organizer",
      "id": "scripts_async_organizer_notionasyncorganizer_fetch_all_pages"
    },
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      "label": ".update_page()",
      "file_type": "code",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/async_organizer.py",
      "source_location": "L158",
      "_origin": "ast",
      "community": 65,
      "norm_label": ".update_page()",
      "community_name": "Notion Async Organizer",
      "id": "scripts_async_organizer_notionasyncorganizer_update_page"
    },
    {
      "label": ".batch_update_pages()",
      "file_type": "code",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/async_organizer.py",
      "source_location": "L175",
      "_origin": "ast",
      "community": 65,
      "norm_label": ".batch_update_pages()",
      "community_name": "Notion Async Organizer",
      "id": "scripts_async_organizer_notionasyncorganizer_batch_update_pages"
    },
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      "label": ".create_page()",
      "file_type": "code",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/async_organizer.py",
      "source_location": "L201",
      "_origin": "ast",
      "community": 65,
      "norm_label": ".create_page()",
      "community_name": "Notion Async Organizer",
      "id": "scripts_async_organizer_notionasyncorganizer_create_page"
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      "label": ".search()",
      "file_type": "code",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/async_organizer.py",
      "source_location": "L224",
      "_origin": "ast",
      "community": 65,
      "norm_label": ".search()",
      "community_name": "Notion Async Organizer",
      "id": "scripts_async_organizer_notionasyncorganizer_search"
    },
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      "file_type": "code",
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      "norm_label": ".print_stats()",
      "community_name": "Notion Async Organizer",
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      "label": ".close()",
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      "norm_label": ".close()",
      "community_name": "Notion Async Organizer",
      "id": "scripts_async_organizer_notionasyncorganizer_close"
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      "_origin": "ast",
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      "norm_label": "example_audit_database()",
      "community_name": "Notion Async Organizer",
      "id": "scripts_async_organizer_example_audit_database"
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      "source_location": "L295",
      "_origin": "ast",
      "community": 65,
      "norm_label": "example_bulk_status_update()",
      "community_name": "Notion Async Organizer",
      "id": "scripts_async_organizer_example_bulk_status_update"
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      "label": "main()",
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      "_origin": "ast",
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      "norm_label": "main()",
      "community_name": "Notion Async Organizer",
      "id": "scripts_async_organizer_main"
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    {
      "label": "Notion Async Organizer - Base Template ====================================== Pu",
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      "source_file": "custom-skills/31-notion-organizer/code/scripts/async_organizer.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 65,
      "norm_label": "notion async organizer - base template ====================================== pu",
      "community_name": "Notion Async Organizer",
      "id": "scripts_async_organizer_rationale_1"
    },
    {
      "label": "Async Notion operations with rate limiting and retry logic.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/async_organizer.py",
      "source_location": "L51",
      "_origin": "ast",
      "community": 65,
      "norm_label": "async notion operations with rate limiting and retry logic.",
      "community_name": "Notion Async Organizer",
      "id": "scripts_async_organizer_rationale_51"
    },
    {
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      "file_type": "rationale",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/async_organizer.py",
      "source_location": "L104",
      "_origin": "ast",
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      "norm_label": "execute request with rate limiting and retry.",
      "community_name": "Rate Limited Client",
      "id": "scripts_async_organizer_rationale_104"
    },
    {
      "label": "Fetch full schema (properties) for a database or data source.",
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      "source_location": "L110",
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      "community": 65,
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      "norm_label": "close the client connection.",
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      "norm_label": "search_candidates()",
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      "norm_label": "_extract_title()",
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      "label": "_block_text()",
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      "norm_label": "_format_candidate_for_rerank()",
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      "label": "_fallback_rank()",
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      "norm_label": "_fallback_rank()",
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      "norm_label": "path",
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      "community_name": "Notion Search Enrichment",
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      "label": "Run each query against Notion (workspace or per-DB), dedupe, cap at MAX_CANDIDAT",
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      "norm_label": "run each query against notion (workspace or per-db), dedupe, cap at max_candidat",
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      "id": "scripts_notion_search_rationale_98"
    },
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      "label": "Flatten a Notion property to a Python value suitable for display/rerank.",
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      "label": "Concatenate plain_text from a block's rich_text array, if any.",
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      "label": "Fetch first text-bearing block; return its plain text capped at EXCERPT_MAX_CHAR",
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      "community_name": "Notion Search Enrichment",
      "id": "scripts_notion_search_rationale_287"
    },
    {
      "label": "Full pipeline: expand \u2192 search \u2192 enrich \u2192 rerank \u2192 return.      expand_llm and r",
      "file_type": "rationale",
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      "norm_label": "full pipeline: expand \u2192 search \u2192 enrich \u2192 rerank \u2192 return.      expand_llm and r",
      "community_name": "Notion Search Enrichment",
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      "norm_label": "schema_migrator.py",
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      "_origin": "ast",
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      "norm_label": "schemamigrator",
      "community_name": "Notion Database Migrator",
      "id": "scripts_schema_migrator_schemamigrator"
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      "norm_label": ".__init__()",
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      "norm_label": "._request()",
      "community_name": "Notion Database Migrator",
      "id": "scripts_schema_migrator_schemamigrator_request"
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    {
      "label": "._resolve_data_source_id()",
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      "source_file": "custom-skills/31-notion-organizer/code/scripts/schema_migrator.py",
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      "_origin": "ast",
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      "norm_label": "._resolve_data_source_id()",
      "community_name": "Notion Database Migrator",
      "id": "scripts_schema_migrator_schemamigrator_resolve_data_source_id"
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      "_origin": "ast",
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      "norm_label": ".get_schema()",
      "community_name": "Notion Database Migrator",
      "id": "scripts_schema_migrator_schemamigrator_get_schema"
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      "_origin": "ast",
      "community": 96,
      "norm_label": ".fetch_all_pages()",
      "community_name": "Notion Database Migrator",
      "id": "scripts_schema_migrator_schemamigrator_fetch_all_pages"
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      "norm_label": ".transform_property()",
      "community_name": "Notion Database Migrator",
      "id": "scripts_schema_migrator_schemamigrator_transform_property"
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      "_origin": "ast",
      "community": 96,
      "norm_label": ".map_page_properties()",
      "community_name": "Notion Database Migrator",
      "id": "scripts_schema_migrator_schemamigrator_map_page_properties"
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      "source_file": "custom-skills/31-notion-organizer/code/scripts/schema_migrator.py",
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      "_origin": "ast",
      "community": 96,
      "norm_label": ".migrate_page()",
      "community_name": "Notion Database Migrator",
      "id": "scripts_schema_migrator_schemamigrator_migrate_page"
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      "label": ".migrate()",
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      "_origin": "ast",
      "community": 96,
      "norm_label": ".migrate()",
      "community_name": "Notion Database Migrator",
      "id": "scripts_schema_migrator_schemamigrator_migrate"
    },
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      "file_type": "code",
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      "_origin": "ast",
      "community": 96,
      "norm_label": ".print_stats()",
      "community_name": "Notion Database Migrator",
      "id": "scripts_schema_migrator_schemamigrator_print_stats"
    },
    {
      "label": ".close()",
      "file_type": "code",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/schema_migrator.py",
      "source_location": "L329",
      "_origin": "ast",
      "community": 96,
      "norm_label": ".close()",
      "community_name": "Notion Database Migrator",
      "id": "scripts_schema_migrator_schemamigrator_close"
    },
    {
      "label": "generate_mapping_template()",
      "file_type": "code",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/schema_migrator.py",
      "source_location": "L333",
      "_origin": "ast",
      "community": 233,
      "norm_label": "generate_mapping_template()",
      "community_name": "Notion Schema Migration",
      "id": "scripts_schema_migrator_generate_mapping_template"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/schema_migrator.py",
      "source_location": "L356",
      "_origin": "ast",
      "community": 96,
      "norm_label": "main()",
      "community_name": "Notion Database Migrator",
      "id": "scripts_schema_migrator_main"
    },
    {
      "label": "Notion Schema Migrator ====================== Purpose: Migrate data between Noti",
      "file_type": "rationale",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/schema_migrator.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 233,
      "norm_label": "notion schema migrator ====================== purpose: migrate data between noti",
      "community_name": "Notion Schema Migration",
      "id": "scripts_schema_migrator_rationale_1"
    },
    {
      "label": "Migrate data between Notion databases with property mapping.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/schema_migrator.py",
      "source_location": "L44",
      "_origin": "ast",
      "community": 96,
      "norm_label": "migrate data between notion databases with property mapping.",
      "community_name": "Notion Database Migrator",
      "id": "scripts_schema_migrator_rationale_44"
    },
    {
      "label": "Accept database_id or data_source_id; return data_source_id.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/schema_migrator.py",
      "source_location": "L68",
      "_origin": "ast",
      "community": 96,
      "norm_label": "accept database_id or data_source_id; return data_source_id.",
      "community_name": "Notion Database Migrator",
      "id": "scripts_schema_migrator_rationale_68"
    },
    {
      "label": "Get full schema for a database or data source.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/schema_migrator.py",
      "source_location": "L99",
      "_origin": "ast",
      "community": 96,
      "norm_label": "get full schema for a database or data source.",
      "community_name": "Notion Database Migrator",
      "id": "scripts_schema_migrator_rationale_99"
    },
    {
      "label": "Fetch all pages from source data source.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/schema_migrator.py",
      "source_location": "L106",
      "_origin": "ast",
      "community": 96,
      "norm_label": "fetch all pages from source data source.",
      "community_name": "Notion Database Migrator",
      "id": "scripts_schema_migrator_rationale_106"
    },
    {
      "label": "Transform a property value from source to target type.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/schema_migrator.py",
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      "_origin": "ast",
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      "label": "Map source page properties to target schema.",
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      "label": "Migrate a single page to target database.",
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      "norm_label": "migrate a single page to target database.",
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    {
      "label": "Execute full migration. Resolves both IDs to data_source_ids once.",
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      "_origin": "ast",
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      "norm_label": "execute full migration. resolves both ids to data_source_ids once.",
      "community_name": "Notion Database Migrator",
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    {
      "label": "Generate a mapping template for user to customize.",
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      "norm_label": "generate a mapping template for user to customize.",
      "community_name": "Notion Schema Migration",
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      "label": "test_notion_search.py",
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      "label": "_assert()",
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      "label": "test_cache_miss_returns_none()",
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      "label": "test_cache_hit_returns_cached_results()",
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      "label": "test_cache_miss_on_different_candidates()",
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      "source_file": "custom-skills/31-notion-organizer/code/scripts/test_notion_search.py",
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      "_origin": "ast",
      "community": 1,
      "norm_label": "test_cache_miss_on_different_candidates()",
      "community_name": "Notion Search Mocking",
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    },
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      "label": "test_cache_miss_after_ttl_expires()",
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      "source_file": "custom-skills/31-notion-organizer/code/scripts/test_notion_search.py",
      "source_location": "L96",
      "_origin": "ast",
      "community": 1,
      "norm_label": "test_cache_miss_after_ttl_expires()",
      "community_name": "Notion Search Mocking",
      "id": "scripts_test_notion_search_test_cache_miss_after_ttl_expires"
    },
    {
      "label": "test_cache_handles_corrupted_file()",
      "file_type": "code",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/test_notion_search.py",
      "source_location": "L109",
      "_origin": "ast",
      "community": 1,
      "norm_label": "test_cache_handles_corrupted_file()",
      "community_name": "Notion Search Mocking",
      "id": "scripts_test_notion_search_test_cache_handles_corrupted_file"
    },
    {
      "label": "test_expand_query_returns_variants_with_original_first()",
      "file_type": "code",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/test_notion_search.py",
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      "_origin": "ast",
      "community": 1,
      "norm_label": "test_expand_query_returns_variants_with_original_first()",
      "community_name": "Notion Search Mocking",
      "id": "scripts_test_notion_search_test_expand_query_returns_variants_with_original_first"
    },
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      "label": "test_expand_query_dedupes_and_caps()",
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      "source_file": "custom-skills/31-notion-organizer/code/scripts/test_notion_search.py",
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      "_origin": "ast",
      "community": 1,
      "norm_label": "test_expand_query_dedupes_and_caps()",
      "community_name": "Notion Search Mocking",
      "id": "scripts_test_notion_search_test_expand_query_dedupes_and_caps"
    },
    {
      "label": "test_expand_query_falls_back_on_invalid_json()",
      "file_type": "code",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/test_notion_search.py",
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      "_origin": "ast",
      "community": 1,
      "norm_label": "test_expand_query_falls_back_on_invalid_json()",
      "community_name": "Notion Search Mocking",
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    },
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      "label": "test_expand_query_falls_back_on_llm_exception()",
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      "community_name": "Notion Search Mocking",
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      "label": "test_search_unions_and_dedupes_workspace()",
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      "community_name": "Notion Search Mocking",
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      "community_name": "Notion Search Mocking",
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      "community_name": "Notion Search Mocking",
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    },
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    },
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      "_origin": "ast",
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      "community_name": "Notion Search Mocking",
      "id": "scripts_test_notion_search_test_enrich_extracts_title_and_properties"
    },
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      "source_location": "L298",
      "_origin": "ast",
      "community": 1,
      "norm_label": "test_enrich_extracts_first_paragraph_excerpt()",
      "community_name": "Notion Search Mocking",
      "id": "scripts_test_notion_search_test_enrich_extracts_first_paragraph_excerpt"
    },
    {
      "label": "test_enrich_falls_back_to_empty_excerpt()",
      "file_type": "code",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/test_notion_search.py",
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      "_origin": "ast",
      "community": 1,
      "norm_label": "test_enrich_falls_back_to_empty_excerpt()",
      "community_name": "Notion Search Mocking",
      "id": "scripts_test_notion_search_test_enrich_falls_back_to_empty_excerpt"
    },
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      "label": "test_enrich_truncates_long_excerpt()",
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      "_origin": "ast",
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      "community_name": "Notion Search Mocking",
      "id": "scripts_test_notion_search_test_enrich_truncates_long_excerpt"
    },
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      "label": "test_enrich_keeps_falsy_but_meaningful_values()",
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      "source_file": "custom-skills/31-notion-organizer/code/scripts/test_notion_search.py",
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      "community": 1,
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      "community_name": "Notion Search Mocking",
      "id": "scripts_test_notion_search_test_enrich_keeps_falsy_but_meaningful_values"
    },
    {
      "label": "test_rerank_orders_by_score_descending()",
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      "source_location": "L386",
      "_origin": "ast",
      "community": 1,
      "norm_label": "test_rerank_orders_by_score_descending()",
      "community_name": "Notion Search Mocking",
      "id": "scripts_test_notion_search_test_rerank_orders_by_score_descending"
    },
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      "label": "test_rerank_respects_limit()",
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      "source_location": "L411",
      "_origin": "ast",
      "community": 1,
      "norm_label": "test_rerank_respects_limit()",
      "community_name": "Notion Search Mocking",
      "id": "scripts_test_notion_search_test_rerank_respects_limit"
    },
    {
      "label": "test_rerank_falls_back_on_parse_error()",
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      "community": 1,
      "norm_label": "test_rerank_falls_back_on_parse_error()",
      "community_name": "Notion Search Mocking",
      "id": "scripts_test_notion_search_test_rerank_falls_back_on_parse_error"
    },
    {
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      "community": 1,
      "norm_label": "test_rerank_falls_back_on_llm_exception()",
      "community_name": "Notion Search Mocking",
      "id": "scripts_test_notion_search_test_rerank_falls_back_on_llm_exception"
    },
    {
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      "community": 1,
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      "community_name": "Notion Search Mocking",
      "id": "scripts_test_notion_search_test_pipeline_search_returns_json_serializable_results"
    },
    {
      "label": "test_pipeline_no_rerank_skips_llm()",
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      "source_location": "L505",
      "_origin": "ast",
      "community": 1,
      "norm_label": "test_pipeline_no_rerank_skips_llm()",
      "community_name": "Notion Search Mocking",
      "id": "scripts_test_notion_search_test_pipeline_no_rerank_skips_llm"
    },
    {
      "label": "test_pipeline_no_expand_uses_single_query()",
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      "source_location": "L535",
      "_origin": "ast",
      "community": 1,
      "norm_label": "test_pipeline_no_expand_uses_single_query()",
      "community_name": "Notion Search Mocking",
      "id": "scripts_test_notion_search_test_pipeline_no_expand_uses_single_query"
    },
    {
      "label": "test_pipeline_uses_cache_on_second_call()",
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      "_origin": "ast",
      "community": 1,
      "norm_label": "test_pipeline_uses_cache_on_second_call()",
      "community_name": "Notion Search Mocking",
      "id": "scripts_test_notion_search_test_pipeline_uses_cache_on_second_call"
    },
    {
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      "source_file": "custom-skills/31-notion-organizer/code/scripts/test_notion_search.py",
      "source_location": "L597",
      "_origin": "ast",
      "community": 1,
      "norm_label": "run_all()",
      "community_name": "Notion Search Mocking",
      "id": "scripts_test_notion_search_run_all"
    },
    {
      "label": "When SDK is available and ANTHROPIC_API_KEY is set, use SDK path.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/test_notion_search.py",
      "source_location": "L18",
      "_origin": "ast",
      "community": 1,
      "norm_label": "when sdk is available and anthropic_api_key is set, use sdk path.",
      "community_name": "Notion Search Mocking",
      "id": "scripts_test_notion_search_rationale_18"
    },
    {
      "label": "When SDK is missing but CLI is available, use CLI path.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/test_notion_search.py",
      "source_location": "L34",
      "_origin": "ast",
      "community": 1,
      "norm_label": "when sdk is missing but cli is available, use cli path.",
      "community_name": "Notion Search Mocking",
      "id": "scripts_test_notion_search_rationale_34"
    },
    {
      "label": "Both clients missing \u2192 RuntimeError with setup hint.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/test_notion_search.py",
      "source_location": "L47",
      "_origin": "ast",
      "community": 1,
      "norm_label": "both clients missing \u2192 runtimeerror with setup hint.",
      "community_name": "Notion Search Mocking",
      "id": "scripts_test_notion_search_rationale_47"
    },
    {
      "label": "LLM mock returns variants; expansion includes original verbatim as first item.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/test_notion_search.py",
      "source_location": "L126",
      "_origin": "ast",
      "community": 1,
      "norm_label": "llm mock returns variants; expansion includes original verbatim as first item.",
      "community_name": "Notion Search Mocking",
      "id": "scripts_test_notion_search_rationale_126"
    },
    {
      "label": "Duplicates removed; total \u2264 max_variants.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/test_notion_search.py",
      "source_location": "L137",
      "_origin": "ast",
      "community": 1,
      "norm_label": "duplicates removed; total \u2264 max_variants.",
      "community_name": "Notion Search Mocking",
      "id": "scripts_test_notion_search_rationale_137"
    },
    {
      "label": "LLM returns prose instead of JSON \u2192 fall back to [original].",
      "file_type": "rationale",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/test_notion_search.py",
      "source_location": "L147",
      "_origin": "ast",
      "community": 1,
      "norm_label": "llm returns prose instead of json \u2192 fall back to [original].",
      "community_name": "Notion Search Mocking",
      "id": "scripts_test_notion_search_rationale_147"
    },
    {
      "label": "LLM raises \u2192 fall back to [original].",
      "file_type": "rationale",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/test_notion_search.py",
      "source_location": "L156",
      "_origin": "ast",
      "community": 1,
      "norm_label": "llm raises \u2192 fall back to [original].",
      "community_name": "Notion Search Mocking",
      "id": "scripts_test_notion_search_rationale_156"
    },
    {
      "label": "Two variants returning overlapping pages produce a deduped candidate set.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/test_notion_search.py",
      "source_location": "L167",
      "_origin": "ast",
      "community": 1,
      "norm_label": "two variants returning overlapping pages produce a deduped candidate set.",
      "community_name": "Notion Search Mocking",
      "id": "scripts_test_notion_search_rationale_167"
    },
    {
      "label": "If total candidates exceed 30, cap to 30.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/test_notion_search.py",
      "source_location": "L191",
      "_origin": "ast",
      "community": 1,
      "norm_label": "if total candidates exceed 30, cap to 30.",
      "community_name": "Notion Search Mocking",
      "id": "scripts_test_notion_search_rationale_191"
    },
    {
      "label": "--databases flag \u2192 per-DB data_sources.query instead of workspace search.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/test_notion_search.py",
      "source_location": "L207",
      "_origin": "ast",
      "community": 1,
      "norm_label": "--databases flag \u2192 per-db data_sources.query instead of workspace search.",
      "community_name": "Notion Search Mocking",
      "id": "scripts_test_notion_search_rationale_207"
    },
    {
      "label": "search() may return databases too; we keep only object='page'.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/test_notion_search.py",
      "source_location": "L227",
      "_origin": "ast",
      "community": 1,
      "norm_label": "search() may return databases too; we keep only object='page'.",
      "community_name": "Notion Search Mocking",
      "id": "scripts_test_notion_search_rationale_227"
    },
    {
      "label": "--filter JSON is passed through to data_sources.query as the `filter` parameter.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/test_notion_search.py",
      "source_location": "L243",
      "_origin": "ast",
      "community": 1,
      "norm_label": "--filter json is passed through to data_sources.query as the `filter` parameter.",
      "community_name": "Notion Search Mocking",
      "id": "scripts_test_notion_search_rationale_243"
    },
    {
      "label": "Candidate with properties \u2192 title and properties extracted.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/test_notion_search.py",
      "source_location": "L265",
      "_origin": "ast",
      "community": 1,
      "norm_label": "candidate with properties \u2192 title and properties extracted.",
      "community_name": "Notion Search Mocking",
      "id": "scripts_test_notion_search_rationale_265"
    },
    {
      "label": "First paragraph block \u2192 excerpt (200-char max).",
      "file_type": "rationale",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/test_notion_search.py",
      "source_location": "L299",
      "_origin": "ast",
      "community": 1,
      "norm_label": "first paragraph block \u2192 excerpt (200-char max).",
      "community_name": "Notion Search Mocking",
      "id": "scripts_test_notion_search_rationale_299"
    },
    {
      "label": "Page leads with image/table only \u2192 excerpt is empty string, no crash.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/test_notion_search.py",
      "source_location": "L324",
      "_origin": "ast",
      "community": 1,
      "norm_label": "page leads with image/table only \u2192 excerpt is empty string, no crash.",
      "community_name": "Notion Search Mocking",
      "id": "scripts_test_notion_search_rationale_324"
    },
    {
      "label": "Excerpt is capped at 200 chars.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/test_notion_search.py",
      "source_location": "L344",
      "_origin": "ast",
      "community": 1,
      "norm_label": "excerpt is capped at 200 chars.",
      "community_name": "Notion Search Mocking",
      "id": "scripts_test_notion_search_rationale_344"
    },
    {
      "label": "checkbox=False and number=0 are meaningful, not 'empty' \u2014 must survive the filte",
      "file_type": "rationale",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/test_notion_search.py",
      "source_location": "L364",
      "_origin": "ast",
      "community": 1,
      "norm_label": "checkbox=false and number=0 are meaningful, not 'empty' \u2014 must survive the filte",
      "community_name": "Notion Search Mocking",
      "id": "scripts_test_notion_search_rationale_364"
    },
    {
      "label": "LLM returns scores; output sorted score-desc, top N.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/test_notion_search.py",
      "source_location": "L387",
      "_origin": "ast",
      "community": 1,
      "norm_label": "llm returns scores; output sorted score-desc, top n.",
      "community_name": "Notion Search Mocking",
      "id": "scripts_test_notion_search_rationale_387"
    },
    {
      "label": "limit=2 \u2192 returns top 2 only.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/test_notion_search.py",
      "source_location": "L412",
      "_origin": "ast",
      "community": 1,
      "norm_label": "limit=2 \u2192 returns top 2 only.",
      "community_name": "Notion Search Mocking",
      "id": "scripts_test_notion_search_rationale_412"
    },
    {
      "label": "Non-JSON response \u2192 return candidates in input order, unranked (no scores).",
      "file_type": "rationale",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/test_notion_search.py",
      "source_location": "L431",
      "_origin": "ast",
      "community": 1,
      "norm_label": "non-json response \u2192 return candidates in input order, unranked (no scores).",
      "community_name": "Notion Search Mocking",
      "id": "scripts_test_notion_search_rationale_431"
    },
    {
      "label": "LLM raises \u2192 fallback unranked.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/test_notion_search.py",
      "source_location": "L447",
      "_origin": "ast",
      "community": 1,
      "norm_label": "llm raises \u2192 fallback unranked.",
      "community_name": "Notion Search Mocking",
      "id": "scripts_test_notion_search_rationale_447"
    },
    {
      "label": "End-to-end pipeline returns results matching the spec's JSON schema.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/test_notion_search.py",
      "source_location": "L461",
      "_origin": "ast",
      "community": 1,
      "norm_label": "end-to-end pipeline returns results matching the spec's json schema.",
      "community_name": "Notion Search Mocking",
      "id": "scripts_test_notion_search_rationale_461"
    },
    {
      "label": "--no-rerank flag \u2192 results have null relevance, no rerank LLM call.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/test_notion_search.py",
      "source_location": "L506",
      "_origin": "ast",
      "community": 1,
      "norm_label": "--no-rerank flag \u2192 results have null relevance, no rerank llm call.",
      "community_name": "Notion Search Mocking",
      "id": "scripts_test_notion_search_rationale_506"
    },
    {
      "label": "--no-expand \u2192 expand_llm not called, Notion gets only original query.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/test_notion_search.py",
      "source_location": "L536",
      "_origin": "ast",
      "community": 1,
      "norm_label": "--no-expand \u2192 expand_llm not called, notion gets only original query.",
      "community_name": "Notion Search Mocking",
      "id": "scripts_test_notion_search_rationale_536"
    },
    {
      "label": "Two identical pipeline calls \u2192 second one skips rerank LLM.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-notion-organizer/code/scripts/test_notion_search.py",
      "source_location": "L560",
      "_origin": "ast",
      "community": 1,
      "norm_label": "two identical pipeline calls \u2192 second one skips rerank llm.",
      "community_name": "Notion Search Mocking",
      "id": "scripts_test_notion_search_rationale_560"
    },
    {
      "label": "base_client.py",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/base_client.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 43,
      "norm_label": "base_client.py",
      "community_name": "Async API Client",
      "id": "custom_skills_31_seo_competitor_intel_code_scripts_base_client_py_scripts_base_client"
    },
    {
      "label": "RateLimiter",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/base_client.py",
      "source_location": "L35",
      "_origin": "ast",
      "community": 43,
      "norm_label": "ratelimiter",
      "community_name": "Async API Client",
      "id": "custom_skills_31_seo_competitor_intel_code_scripts_base_client_py_scripts_base_client_ratelimiter"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/base_client.py",
      "source_location": "L38",
      "_origin": "ast",
      "community": 43,
      "norm_label": ".__init__()",
      "community_name": "Async API Client",
      "id": "custom_skills_31_seo_competitor_intel_code_scripts_base_client_py_scripts_base_client_ratelimiter_init"
    },
    {
      "label": ".acquire()",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/base_client.py",
      "source_location": "L52",
      "_origin": "ast",
      "community": 43,
      "norm_label": ".acquire()",
      "community_name": "Async API Client",
      "id": "custom_skills_31_seo_competitor_intel_code_scripts_base_client_py_scripts_base_client_ratelimiter_acquire"
    },
    {
      "label": "BaseAsyncClient",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/base_client.py",
      "source_location": "L68",
      "_origin": "ast",
      "community": 43,
      "norm_label": "baseasyncclient",
      "community_name": "Async API Client",
      "id": "custom_skills_31_seo_competitor_intel_code_scripts_base_client_py_scripts_base_client_baseasyncclient"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/base_client.py",
      "source_location": "L71",
      "_origin": "ast",
      "community": 43,
      "norm_label": ".__init__()",
      "community_name": "Async API Client",
      "id": "custom_skills_31_seo_competitor_intel_code_scripts_base_client_py_scripts_base_client_baseasyncclient_init"
    },
    {
      "label": "Logger",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/base_client.py",
      "source_location": "L71",
      "_origin": "ast",
      "community": 43,
      "norm_label": "logger",
      "community_name": "Async API Client",
      "id": "custom_skills_31_seo_competitor_intel_code_scripts_base_client_py_logger"
    },
    {
      "label": "._rate_limited_request()",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/base_client.py",
      "source_location": "L100",
      "_origin": "ast",
      "community": 43,
      "norm_label": "._rate_limited_request()",
      "community_name": "Async API Client",
      "id": "custom_skills_31_seo_competitor_intel_code_scripts_base_client_py_scripts_base_client_baseasyncclient_rate_limited_request"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/base_client.py",
      "source_location": "L100",
      "_origin": "ast",
      "community": 43,
      "norm_label": "any",
      "community_name": "Async API Client",
      "id": "custom_skills_31_seo_competitor_intel_code_scripts_base_client_py_any"
    },
    {
      "label": ".batch_requests()",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/base_client.py",
      "source_location": "L117",
      "_origin": "ast",
      "community": 43,
      "norm_label": ".batch_requests()",
      "community_name": "Async API Client",
      "id": "custom_skills_31_seo_competitor_intel_code_scripts_base_client_py_scripts_base_client_baseasyncclient_batch_requests"
    },
    {
      "label": ".print_stats()",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/base_client.py",
      "source_location": "L146",
      "_origin": "ast",
      "community": 43,
      "norm_label": ".print_stats()",
      "community_name": "Async API Client",
      "id": "custom_skills_31_seo_competitor_intel_code_scripts_base_client_py_scripts_base_client_baseasyncclient_print_stats"
    },
    {
      "label": "ConfigManager",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/base_client.py",
      "source_location": "L156",
      "_origin": "ast",
      "community": 43,
      "norm_label": "configmanager",
      "community_name": "Async API Client",
      "id": "custom_skills_31_seo_competitor_intel_code_scripts_base_client_py_scripts_base_client_configmanager"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/base_client.py",
      "source_location": "L159",
      "_origin": "ast",
      "community": 43,
      "norm_label": ".__init__()",
      "community_name": "Async API Client",
      "id": "custom_skills_31_seo_competitor_intel_code_scripts_base_client_py_scripts_base_client_configmanager_init"
    },
    {
      "label": ".google_credentials_path()",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/base_client.py",
      "source_location": "L163",
      "_origin": "ast",
      "community": 43,
      "norm_label": ".google_credentials_path()",
      "community_name": "Async API Client",
      "id": "custom_skills_31_seo_competitor_intel_code_scripts_base_client_py_scripts_base_client_configmanager_google_credentials_path"
    },
    {
      "label": ".pagespeed_api_key()",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/base_client.py",
      "source_location": "L172",
      "_origin": "ast",
      "community": 43,
      "norm_label": ".pagespeed_api_key()",
      "community_name": "Async API Client",
      "id": "custom_skills_31_seo_competitor_intel_code_scripts_base_client_py_scripts_base_client_configmanager_pagespeed_api_key"
    },
    {
      "label": ".custom_search_api_key()",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/base_client.py",
      "source_location": "L177",
      "_origin": "ast",
      "community": 43,
      "norm_label": ".custom_search_api_key()",
      "community_name": "Async API Client",
      "id": "custom_skills_31_seo_competitor_intel_code_scripts_base_client_py_scripts_base_client_configmanager_custom_search_api_key"
    },
    {
      "label": ".custom_search_engine_id()",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/base_client.py",
      "source_location": "L182",
      "_origin": "ast",
      "community": 43,
      "norm_label": ".custom_search_engine_id()",
      "community_name": "Async API Client",
      "id": "custom_skills_31_seo_competitor_intel_code_scripts_base_client_py_scripts_base_client_configmanager_custom_search_engine_id"
    },
    {
      "label": ".notion_token()",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/base_client.py",
      "source_location": "L187",
      "_origin": "ast",
      "community": 43,
      "norm_label": ".notion_token()",
      "community_name": "Async API Client",
      "id": "custom_skills_31_seo_competitor_intel_code_scripts_base_client_py_scripts_base_client_configmanager_notion_token"
    },
    {
      "label": ".validate_google_credentials()",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/base_client.py",
      "source_location": "L191",
      "_origin": "ast",
      "community": 43,
      "norm_label": ".validate_google_credentials()",
      "community_name": "Async API Client",
      "id": "custom_skills_31_seo_competitor_intel_code_scripts_base_client_py_scripts_base_client_configmanager_validate_google_credentials"
    },
    {
      "label": ".get_required()",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/base_client.py",
      "source_location": "L198",
      "_origin": "ast",
      "community": 43,
      "norm_label": ".get_required()",
      "community_name": "Async API Client",
      "id": "custom_skills_31_seo_competitor_intel_code_scripts_base_client_py_scripts_base_client_configmanager_get_required"
    },
    {
      "label": "Base Client - Shared async client utilities ====================================",
      "file_type": "rationale",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/base_client.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 43,
      "norm_label": "base client - shared async client utilities ====================================",
      "community_name": "Async API Client",
      "id": "custom_skills_31_seo_competitor_intel_code_scripts_base_client_py_scripts_base_client_rationale_1"
    },
    {
      "label": "Rate limiter using token bucket algorithm.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/base_client.py",
      "source_location": "L36",
      "_origin": "ast",
      "community": 43,
      "norm_label": "rate limiter using token bucket algorithm.",
      "community_name": "Async API Client",
      "id": "custom_skills_31_seo_competitor_intel_code_scripts_base_client_py_scripts_base_client_rationale_36"
    },
    {
      "label": "Initialize rate limiter.          Args:             rate: Number of requests all",
      "file_type": "rationale",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/base_client.py",
      "source_location": "L39",
      "_origin": "ast",
      "community": 43,
      "norm_label": "initialize rate limiter.          args:             rate: number of requests all",
      "community_name": "Async API Client",
      "id": "custom_skills_31_seo_competitor_intel_code_scripts_base_client_py_scripts_base_client_rationale_39"
    },
    {
      "label": "Acquire a token, waiting if necessary.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/base_client.py",
      "source_location": "L53",
      "_origin": "ast",
      "community": 43,
      "norm_label": "acquire a token, waiting if necessary.",
      "community_name": "Async API Client",
      "id": "custom_skills_31_seo_competitor_intel_code_scripts_base_client_py_scripts_base_client_rationale_53"
    },
    {
      "label": "Base class for async API clients with rate limiting.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/base_client.py",
      "source_location": "L69",
      "_origin": "ast",
      "community": 43,
      "norm_label": "base class for async api clients with rate limiting.",
      "community_name": "Async API Client",
      "id": "custom_skills_31_seo_competitor_intel_code_scripts_base_client_py_scripts_base_client_rationale_69"
    },
    {
      "label": "Initialize base client.          Args:             max_concurrent: Maximum concu",
      "file_type": "rationale",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/base_client.py",
      "source_location": "L77",
      "_origin": "ast",
      "community": 43,
      "norm_label": "initialize base client.          args:             max_concurrent: maximum concu",
      "community_name": "Async API Client",
      "id": "custom_skills_31_seo_competitor_intel_code_scripts_base_client_py_scripts_base_client_rationale_77"
    },
    {
      "label": "Execute a request with rate limiting and retry.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/base_client.py",
      "source_location": "L104",
      "_origin": "ast",
      "community": 43,
      "norm_label": "execute a request with rate limiting and retry.",
      "community_name": "Async API Client",
      "id": "custom_skills_31_seo_competitor_intel_code_scripts_base_client_py_scripts_base_client_rationale_104"
    },
    {
      "label": "Execute multiple requests concurrently.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/base_client.py",
      "source_location": "L122",
      "_origin": "ast",
      "community": 43,
      "norm_label": "execute multiple requests concurrently.",
      "community_name": "Async API Client",
      "id": "custom_skills_31_seo_competitor_intel_code_scripts_base_client_py_scripts_base_client_rationale_122"
    },
    {
      "label": "Print request statistics.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/base_client.py",
      "source_location": "L147",
      "_origin": "ast",
      "community": 43,
      "norm_label": "print request statistics.",
      "community_name": "Async API Client",
      "id": "custom_skills_31_seo_competitor_intel_code_scripts_base_client_py_scripts_base_client_rationale_147"
    },
    {
      "label": "Manage API configuration and credentials.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/base_client.py",
      "source_location": "L157",
      "_origin": "ast",
      "community": 43,
      "norm_label": "manage api configuration and credentials.",
      "community_name": "Async API Client",
      "id": "custom_skills_31_seo_competitor_intel_code_scripts_base_client_py_scripts_base_client_rationale_157"
    },
    {
      "label": "Get Google service account credentials path.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/base_client.py",
      "source_location": "L164",
      "_origin": "ast",
      "community": 43,
      "norm_label": "get google service account credentials path.",
      "community_name": "Async API Client",
      "id": "custom_skills_31_seo_competitor_intel_code_scripts_base_client_py_scripts_base_client_rationale_164"
    },
    {
      "label": "Get PageSpeed Insights API key.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/base_client.py",
      "source_location": "L173",
      "_origin": "ast",
      "community": 43,
      "norm_label": "get pagespeed insights api key.",
      "community_name": "Async API Client",
      "id": "custom_skills_31_seo_competitor_intel_code_scripts_base_client_py_scripts_base_client_rationale_173"
    },
    {
      "label": "Get Custom Search API key.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/base_client.py",
      "source_location": "L178",
      "_origin": "ast",
      "community": 43,
      "norm_label": "get custom search api key.",
      "community_name": "Async API Client",
      "id": "custom_skills_31_seo_competitor_intel_code_scripts_base_client_py_scripts_base_client_rationale_178"
    },
    {
      "label": "Get Custom Search Engine ID.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/base_client.py",
      "source_location": "L183",
      "_origin": "ast",
      "community": 43,
      "norm_label": "get custom search engine id.",
      "community_name": "Async API Client",
      "id": "custom_skills_31_seo_competitor_intel_code_scripts_base_client_py_scripts_base_client_rationale_183"
    },
    {
      "label": "Get Notion API token.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/base_client.py",
      "source_location": "L188",
      "_origin": "ast",
      "community": 43,
      "norm_label": "get notion api token.",
      "community_name": "Async API Client",
      "id": "custom_skills_31_seo_competitor_intel_code_scripts_base_client_py_scripts_base_client_rationale_188"
    },
    {
      "label": "Validate Google credentials are configured.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/base_client.py",
      "source_location": "L192",
      "_origin": "ast",
      "community": 43,
      "norm_label": "validate google credentials are configured.",
      "community_name": "Async API Client",
      "id": "custom_skills_31_seo_competitor_intel_code_scripts_base_client_py_scripts_base_client_rationale_192"
    },
    {
      "label": "Get required environment variable or raise error.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/base_client.py",
      "source_location": "L199",
      "_origin": "ast",
      "community": 43,
      "norm_label": "get required environment variable or raise error.",
      "community_name": "Async API Client",
      "id": "custom_skills_31_seo_competitor_intel_code_scripts_base_client_py_scripts_base_client_rationale_199"
    },
    {
      "label": "competitive_monitor.py",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitive_monitor.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 11,
      "norm_label": "competitive_monitor.py",
      "community_name": "Competitive Content Monitor",
      "id": "scripts_competitive_monitor"
    },
    {
      "label": "TrafficTrend",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitive_monitor.py",
      "source_location": "L34",
      "_origin": "ast",
      "community": 11,
      "norm_label": "traffictrend",
      "community_name": "Competitive Content Monitor",
      "id": "scripts_competitive_monitor_traffictrend"
    },
    {
      "label": "DrTrend",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitive_monitor.py",
      "source_location": "L45",
      "_origin": "ast",
      "community": 11,
      "norm_label": "drtrend",
      "community_name": "Competitive Content Monitor",
      "id": "scripts_competitive_monitor_drtrend"
    },
    {
      "label": "KeywordMovement",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitive_monitor.py",
      "source_location": "L56",
      "_origin": "ast",
      "community": 11,
      "norm_label": "keywordmovement",
      "community_name": "Competitive Content Monitor",
      "id": "scripts_competitive_monitor_keywordmovement"
    },
    {
      "label": "ContentVelocity",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitive_monitor.py",
      "source_location": "L67",
      "_origin": "ast",
      "community": 11,
      "norm_label": "contentvelocity",
      "community_name": "Competitive Content Monitor",
      "id": "scripts_competitive_monitor_contentvelocity"
    },
    {
      "label": "CompetitiveAlert",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitive_monitor.py",
      "source_location": "L78",
      "_origin": "ast",
      "community": 11,
      "norm_label": "competitivealert",
      "community_name": "Competitive Content Monitor",
      "id": "scripts_competitive_monitor_competitivealert"
    },
    {
      "label": "MarketShare",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitive_monitor.py",
      "source_location": "L89",
      "_origin": "ast",
      "community": 11,
      "norm_label": "marketshare",
      "community_name": "Competitive Content Monitor",
      "id": "scripts_competitive_monitor_marketshare"
    },
    {
      "label": "CompetitiveMonitorResult",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitive_monitor.py",
      "source_location": "L98",
      "_origin": "ast",
      "community": 11,
      "norm_label": "competitivemonitorresult",
      "community_name": "Competitive Content Monitor",
      "id": "scripts_competitive_monitor_competitivemonitorresult"
    },
    {
      "label": "CompetitiveMonitor",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitive_monitor.py",
      "source_location": "L117",
      "_origin": "ast",
      "community": 11,
      "norm_label": "competitivemonitor",
      "community_name": "Competitive Content Monitor",
      "id": "scripts_competitive_monitor_competitivemonitor"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitive_monitor.py",
      "source_location": "L126",
      "_origin": "ast",
      "community": 11,
      "norm_label": ".__init__()",
      "community_name": "Competitive Content Monitor",
      "id": "scripts_competitive_monitor_competitivemonitor_init"
    },
    {
      "label": "._extract_domain()",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitive_monitor.py",
      "source_location": "L130",
      "_origin": "ast",
      "community": 11,
      "norm_label": "._extract_domain()",
      "community_name": "Competitive Content Monitor",
      "id": "scripts_competitive_monitor_competitivemonitor_extract_domain"
    },
    {
      "label": "._call_ahrefs()",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitive_monitor.py",
      "source_location": "L137",
      "_origin": "ast",
      "community": 11,
      "norm_label": "._call_ahrefs()",
      "community_name": "Competitive Content Monitor",
      "id": "scripts_competitive_monitor_competitivemonitor_call_ahrefs"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitive_monitor.py",
      "source_location": "L137",
      "_origin": "ast",
      "community": 11,
      "norm_label": "any",
      "community_name": "Async API Client",
      "id": "custom_skills_31_seo_competitor_intel_code_scripts_competitive_monitor_py_any"
    },
    {
      "label": "._discover_competitors()",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitive_monitor.py",
      "source_location": "L142",
      "_origin": "ast",
      "community": 11,
      "norm_label": "._discover_competitors()",
      "community_name": "Competitive Content Monitor",
      "id": "scripts_competitive_monitor_competitivemonitor_discover_competitors"
    },
    {
      "label": ".get_traffic_trends()",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitive_monitor.py",
      "source_location": "L158",
      "_origin": "ast",
      "community": 11,
      "norm_label": ".get_traffic_trends()",
      "community_name": "Competitive Content Monitor",
      "id": "scripts_competitive_monitor_competitivemonitor_get_traffic_trends"
    },
    {
      "label": ".get_dr_trends()",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitive_monitor.py",
      "source_location": "L203",
      "_origin": "ast",
      "community": 11,
      "norm_label": ".get_dr_trends()",
      "community_name": "Competitive Content Monitor",
      "id": "scripts_competitive_monitor_competitivemonitor_get_dr_trends"
    },
    {
      "label": ".track_keyword_movement()",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitive_monitor.py",
      "source_location": "L243",
      "_origin": "ast",
      "community": 11,
      "norm_label": ".track_keyword_movement()",
      "community_name": "Competitive Content Monitor",
      "id": "scripts_competitive_monitor_competitivemonitor_track_keyword_movement"
    },
    {
      "label": ".compare_content_velocity()",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitive_monitor.py",
      "source_location": "L300",
      "_origin": "ast",
      "community": 11,
      "norm_label": ".compare_content_velocity()",
      "community_name": "Competitive Content Monitor",
      "id": "scripts_competitive_monitor_competitivemonitor_compare_content_velocity"
    },
    {
      "label": ".generate_alerts()",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitive_monitor.py",
      "source_location": "L345",
      "_origin": "ast",
      "community": 11,
      "norm_label": ".generate_alerts()",
      "community_name": "Competitive Content Monitor",
      "id": "scripts_competitive_monitor_competitivemonitor_generate_alerts"
    },
    {
      "label": ".estimate_market_share()",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitive_monitor.py",
      "source_location": "L445",
      "_origin": "ast",
      "community": 11,
      "norm_label": ".estimate_market_share()",
      "community_name": "Competitive Content Monitor",
      "id": "scripts_competitive_monitor_competitivemonitor_estimate_market_share"
    },
    {
      "label": ".monitor()",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitive_monitor.py",
      "source_location": "L479",
      "_origin": "ast",
      "community": 11,
      "norm_label": ".monitor()",
      "community_name": "Competitive Content Monitor",
      "id": "scripts_competitive_monitor_competitivemonitor_monitor"
    },
    {
      "label": "_format_text_report()",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitive_monitor.py",
      "source_location": "L569",
      "_origin": "ast",
      "community": 11,
      "norm_label": "_format_text_report()",
      "community_name": "Competitive Content Monitor",
      "id": "scripts_competitive_monitor_format_text_report"
    },
    {
      "label": "_serialize_result()",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitive_monitor.py",
      "source_location": "L672",
      "_origin": "ast",
      "community": 11,
      "norm_label": "_serialize_result()",
      "community_name": "Competitive Content Monitor",
      "id": "scripts_competitive_monitor_serialize_result"
    },
    {
      "label": "parse_args()",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitive_monitor.py",
      "source_location": "L695",
      "_origin": "ast",
      "community": 11,
      "norm_label": "parse_args()",
      "community_name": "Competitive Content Monitor",
      "id": "scripts_competitive_monitor_parse_args"
    },
    {
      "label": "Namespace",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitive_monitor.py",
      "source_location": "L695",
      "_origin": "ast",
      "community": 11,
      "norm_label": "namespace",
      "community_name": "Competitive Content Monitor",
      "id": "custom_skills_31_seo_competitor_intel_code_scripts_competitive_monitor_py_namespace"
    },
    {
      "label": "async_main()",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitive_monitor.py",
      "source_location": "L745",
      "_origin": "ast",
      "community": 11,
      "norm_label": "async_main()",
      "community_name": "Competitive Content Monitor",
      "id": "scripts_competitive_monitor_async_main"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitive_monitor.py",
      "source_location": "L770",
      "_origin": "ast",
      "community": 11,
      "norm_label": "main()",
      "community_name": "Competitive Content Monitor",
      "id": "scripts_competitive_monitor_main"
    },
    {
      "label": "Competitive Monitor - Track SEO Competitive Changes Over Time ==================",
      "file_type": "rationale",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitive_monitor.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 11,
      "norm_label": "competitive monitor - track seo competitive changes over time ==================",
      "community_name": "Competitive Content Monitor",
      "id": "scripts_competitive_monitor_rationale_1"
    },
    {
      "label": "Traffic trend for a domain over a time period.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitive_monitor.py",
      "source_location": "L35",
      "_origin": "ast",
      "community": 11,
      "norm_label": "traffic trend for a domain over a time period.",
      "community_name": "Competitive Content Monitor",
      "id": "scripts_competitive_monitor_rationale_35"
    },
    {
      "label": "Domain Rating trend for a domain.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitive_monitor.py",
      "source_location": "L46",
      "_origin": "ast",
      "community": 11,
      "norm_label": "domain rating trend for a domain.",
      "community_name": "Competitive Content Monitor",
      "id": "scripts_competitive_monitor_rationale_46"
    },
    {
      "label": "Keyword gains and losses for a domain.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitive_monitor.py",
      "source_location": "L57",
      "_origin": "ast",
      "community": 11,
      "norm_label": "keyword gains and losses for a domain.",
      "community_name": "Competitive Content Monitor",
      "id": "scripts_competitive_monitor_rationale_57"
    },
    {
      "label": "Content publication rate metrics.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitive_monitor.py",
      "source_location": "L68",
      "_origin": "ast",
      "community": 11,
      "norm_label": "content publication rate metrics.",
      "community_name": "Competitive Content Monitor",
      "id": "scripts_competitive_monitor_rationale_68"
    },
    {
      "label": "Alert for significant competitive movement.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitive_monitor.py",
      "source_location": "L79",
      "_origin": "ast",
      "community": 11,
      "norm_label": "alert for significant competitive movement.",
      "community_name": "Competitive Content Monitor",
      "id": "scripts_competitive_monitor_rationale_79"
    },
    {
      "label": "Market share estimation for a domain within its competitive set.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitive_monitor.py",
      "source_location": "L90",
      "_origin": "ast",
      "community": 11,
      "norm_label": "market share estimation for a domain within its competitive set.",
      "community_name": "Competitive Content Monitor",
      "id": "scripts_competitive_monitor_rationale_90"
    },
    {
      "label": "Full monitoring result.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitive_monitor.py",
      "source_location": "L99",
      "_origin": "ast",
      "community": 11,
      "norm_label": "full monitoring result.",
      "community_name": "Competitive Content Monitor",
      "id": "scripts_competitive_monitor_rationale_99"
    },
    {
      "label": "Monitor competitive landscape changes using Ahrefs MCP tools.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitive_monitor.py",
      "source_location": "L118",
      "_origin": "ast",
      "community": 11,
      "norm_label": "monitor competitive landscape changes using ahrefs mcp tools.",
      "community_name": "Competitive Content Monitor",
      "id": "scripts_competitive_monitor_rationale_118"
    },
    {
      "label": "Extract bare domain from URL or return as-is if already bare.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitive_monitor.py",
      "source_location": "L131",
      "_origin": "ast",
      "community": 11,
      "norm_label": "extract bare domain from url or return as-is if already bare.",
      "community_name": "Competitive Content Monitor",
      "id": "scripts_competitive_monitor_rationale_131"
    },
    {
      "label": "Simulate Ahrefs MCP call. In production, routed via MCP bridge.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitive_monitor.py",
      "source_location": "L138",
      "_origin": "ast",
      "community": 11,
      "norm_label": "simulate ahrefs mcp call. in production, routed via mcp bridge.",
      "community_name": "Competitive Content Monitor",
      "id": "scripts_competitive_monitor_rationale_138"
    },
    {
      "label": "Discover competitors if none specified.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitive_monitor.py",
      "source_location": "L145",
      "_origin": "ast",
      "community": 11,
      "norm_label": "discover competitors if none specified.",
      "community_name": "Competitive Content Monitor",
      "id": "scripts_competitive_monitor_rationale_145"
    },
    {
      "label": "Get traffic trend data for multiple domains.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitive_monitor.py",
      "source_location": "L161",
      "_origin": "ast",
      "community": 11,
      "norm_label": "get traffic trend data for multiple domains.",
      "community_name": "Competitive Content Monitor",
      "id": "scripts_competitive_monitor_rationale_161"
    },
    {
      "label": "Get Domain Rating trend data for multiple domains.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitive_monitor.py",
      "source_location": "L206",
      "_origin": "ast",
      "community": 11,
      "norm_label": "get domain rating trend data for multiple domains.",
      "community_name": "Competitive Content Monitor",
      "id": "scripts_competitive_monitor_rationale_206"
    },
    {
      "label": "Track new/lost keywords for each domain over the period.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitive_monitor.py",
      "source_location": "L246",
      "_origin": "ast",
      "community": 11,
      "norm_label": "track new/lost keywords for each domain over the period.",
      "community_name": "Competitive Content Monitor",
      "id": "scripts_competitive_monitor_rationale_246"
    },
    {
      "label": "Compare content publication velocity across domains.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitive_monitor.py",
      "source_location": "L303",
      "_origin": "ast",
      "community": 11,
      "norm_label": "compare content publication velocity across domains.",
      "community_name": "Competitive Content Monitor",
      "id": "scripts_competitive_monitor_rationale_303"
    },
    {
      "label": "Generate alerts for significant competitive movements.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitive_monitor.py",
      "source_location": "L353",
      "_origin": "ast",
      "community": 11,
      "norm_label": "generate alerts for significant competitive movements.",
      "community_name": "Competitive Content Monitor",
      "id": "scripts_competitive_monitor_rationale_353"
    },
    {
      "label": "Estimate market share based on organic traffic within competitive set.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitive_monitor.py",
      "source_location": "L450",
      "_origin": "ast",
      "community": 11,
      "norm_label": "estimate market share based on organic traffic within competitive set.",
      "community_name": "Competitive Content Monitor",
      "id": "scripts_competitive_monitor_rationale_450"
    },
    {
      "label": "Orchestrate full competitive monitoring pipeline.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitive_monitor.py",
      "source_location": "L486",
      "_origin": "ast",
      "community": 11,
      "norm_label": "orchestrate full competitive monitoring pipeline.",
      "community_name": "Competitive Content Monitor",
      "id": "scripts_competitive_monitor_rationale_486"
    },
    {
      "label": "Convert result to JSON-serializable dict.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitive_monitor.py",
      "source_location": "L673",
      "_origin": "ast",
      "community": 11,
      "norm_label": "convert result to json-serializable dict.",
      "community_name": "Competitive Content Monitor",
      "id": "scripts_competitive_monitor_rationale_673"
    },
    {
      "label": "competitor_profiler.py",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitor_profiler.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 5,
      "norm_label": "competitor_profiler.py",
      "community_name": "Schema Draft Builder",
      "id": "scripts_competitor_profiler"
    },
    {
      "label": "CompetitorProfile",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitor_profiler.py",
      "source_location": "L34",
      "_origin": "ast",
      "community": 5,
      "norm_label": "competitorprofile",
      "community_name": "Schema Draft Builder",
      "id": "scripts_competitor_profiler_competitorprofile"
    },
    {
      "label": "KeywordOverlap",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitor_profiler.py",
      "source_location": "L49",
      "_origin": "ast",
      "community": 5,
      "norm_label": "keywordoverlap",
      "community_name": "Schema Draft Builder",
      "id": "scripts_competitor_profiler_keywordoverlap"
    },
    {
      "label": "ThreatAssessment",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitor_profiler.py",
      "source_location": "L59",
      "_origin": "ast",
      "community": 5,
      "norm_label": "threatassessment",
      "community_name": "Schema Draft Builder",
      "id": "scripts_competitor_profiler_threatassessment"
    },
    {
      "label": "ComparisonMatrix",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitor_profiler.py",
      "source_location": "L72",
      "_origin": "ast",
      "community": 5,
      "norm_label": "comparisonmatrix",
      "community_name": "Schema Draft Builder",
      "id": "scripts_competitor_profiler_comparisonmatrix"
    },
    {
      "label": "CompetitorProfilingResult",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitor_profiler.py",
      "source_location": "L80",
      "_origin": "ast",
      "community": 5,
      "norm_label": "competitorprofilingresult",
      "community_name": "Schema Draft Builder",
      "id": "scripts_competitor_profiler_competitorprofilingresult"
    },
    {
      "label": "CompetitorProfiler",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitor_profiler.py",
      "source_location": "L95",
      "_origin": "ast",
      "community": 5,
      "norm_label": "competitorprofiler",
      "community_name": "Schema Draft Builder",
      "id": "scripts_competitor_profiler_competitorprofiler"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitor_profiler.py",
      "source_location": "L100",
      "_origin": "ast",
      "community": 5,
      "norm_label": ".__init__()",
      "community_name": "Schema Draft Builder",
      "id": "scripts_competitor_profiler_competitorprofiler_init"
    },
    {
      "label": "._extract_domain()",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitor_profiler.py",
      "source_location": "L105",
      "_origin": "ast",
      "community": 5,
      "norm_label": "._extract_domain()",
      "community_name": "Schema Draft Builder",
      "id": "scripts_competitor_profiler_competitorprofiler_extract_domain"
    },
    {
      "label": "._call_ahrefs()",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitor_profiler.py",
      "source_location": "L116",
      "_origin": "ast",
      "community": 5,
      "norm_label": "._call_ahrefs()",
      "community_name": "Schema Draft Builder",
      "id": "scripts_competitor_profiler_competitorprofiler_call_ahrefs"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitor_profiler.py",
      "source_location": "L116",
      "_origin": "ast",
      "community": 5,
      "norm_label": "any",
      "community_name": "Schema Draft Builder",
      "id": "custom_skills_31_seo_competitor_intel_code_scripts_competitor_profiler_py_any"
    },
    {
      "label": ".discover_competitors()",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitor_profiler.py",
      "source_location": "L121",
      "_origin": "ast",
      "community": 5,
      "norm_label": ".discover_competitors()",
      "community_name": "Schema Draft Builder",
      "id": "scripts_competitor_profiler_competitorprofiler_discover_competitors"
    },
    {
      "label": ".build_profile()",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitor_profiler.py",
      "source_location": "L150",
      "_origin": "ast",
      "community": 5,
      "norm_label": ".build_profile()",
      "community_name": "Schema Draft Builder",
      "id": "scripts_competitor_profiler_competitorprofiler_build_profile"
    },
    {
      "label": ".analyze_keyword_overlap()",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitor_profiler.py",
      "source_location": "L201",
      "_origin": "ast",
      "community": 5,
      "norm_label": ".analyze_keyword_overlap()",
      "community_name": "Schema Draft Builder",
      "id": "scripts_competitor_profiler_competitorprofiler_analyze_keyword_overlap"
    },
    {
      "label": ".build_comparison_matrix()",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitor_profiler.py",
      "source_location": "L251",
      "_origin": "ast",
      "community": 5,
      "norm_label": ".build_comparison_matrix()",
      "community_name": "Schema Draft Builder",
      "id": "scripts_competitor_profiler_competitorprofiler_build_comparison_matrix"
    },
    {
      "label": ".score_threat()",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitor_profiler.py",
      "source_location": "L289",
      "_origin": "ast",
      "community": 5,
      "norm_label": ".score_threat()",
      "community_name": "Schema Draft Builder",
      "id": "scripts_competitor_profiler_competitorprofiler_score_threat"
    },
    {
      "label": ".detect_korean_presence()",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitor_profiler.py",
      "source_location": "L363",
      "_origin": "ast",
      "community": 5,
      "norm_label": ".detect_korean_presence()",
      "community_name": "Schema Draft Builder",
      "id": "scripts_competitor_profiler_competitorprofiler_detect_korean_presence"
    },
    {
      "label": ".determine_market_position()",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitor_profiler.py",
      "source_location": "L388",
      "_origin": "ast",
      "community": 5,
      "norm_label": ".determine_market_position()",
      "community_name": "Schema Draft Builder",
      "id": "scripts_competitor_profiler_competitorprofiler_determine_market_position"
    },
    {
      "label": ".profile()",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitor_profiler.py",
      "source_location": "L432",
      "_origin": "ast",
      "community": 5,
      "norm_label": ".profile()",
      "community_name": "Schema Draft Builder",
      "id": "scripts_competitor_profiler_competitorprofiler_profile"
    },
    {
      "label": "_format_text_report()",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitor_profiler.py",
      "source_location": "L548",
      "_origin": "ast",
      "community": 5,
      "norm_label": "_format_text_report()",
      "community_name": "Schema Draft Builder",
      "id": "scripts_competitor_profiler_format_text_report"
    },
    {
      "label": "_serialize_result()",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitor_profiler.py",
      "source_location": "L618",
      "_origin": "ast",
      "community": 5,
      "norm_label": "_serialize_result()",
      "community_name": "Schema Draft Builder",
      "id": "scripts_competitor_profiler_serialize_result"
    },
    {
      "label": "parse_args()",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitor_profiler.py",
      "source_location": "L639",
      "_origin": "ast",
      "community": 5,
      "norm_label": "parse_args()",
      "community_name": "Schema Draft Builder",
      "id": "scripts_competitor_profiler_parse_args"
    },
    {
      "label": "Namespace",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitor_profiler.py",
      "source_location": "L639",
      "_origin": "ast",
      "community": 5,
      "norm_label": "namespace",
      "community_name": "Schema Draft Builder",
      "id": "custom_skills_31_seo_competitor_intel_code_scripts_competitor_profiler_py_namespace"
    },
    {
      "label": "async_main()",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitor_profiler.py",
      "source_location": "L689",
      "_origin": "ast",
      "community": 5,
      "norm_label": "async_main()",
      "community_name": "Schema Draft Builder",
      "id": "scripts_competitor_profiler_async_main"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitor_profiler.py",
      "source_location": "L713",
      "_origin": "ast",
      "community": 5,
      "norm_label": "main()",
      "community_name": "Schema Draft Builder",
      "id": "scripts_competitor_profiler_main"
    },
    {
      "label": "Competitor Profiler - SEO Competitive Intelligence =============================",
      "file_type": "rationale",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitor_profiler.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 5,
      "norm_label": "competitor profiler - seo competitive intelligence =============================",
      "community_name": "Schema Draft Builder",
      "id": "scripts_competitor_profiler_rationale_1"
    },
    {
      "label": "Full profile card for a single domain.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitor_profiler.py",
      "source_location": "L35",
      "_origin": "ast",
      "community": 5,
      "norm_label": "full profile card for a single domain.",
      "community_name": "Schema Draft Builder",
      "id": "scripts_competitor_profiler_rationale_35"
    },
    {
      "label": "Keyword overlap analysis between target and a competitor.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitor_profiler.py",
      "source_location": "L50",
      "_origin": "ast",
      "community": 5,
      "norm_label": "keyword overlap analysis between target and a competitor.",
      "community_name": "Schema Draft Builder",
      "id": "scripts_competitor_profiler_rationale_50"
    },
    {
      "label": "Competitive threat score and breakdown for one competitor.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitor_profiler.py",
      "source_location": "L60",
      "_origin": "ast",
      "community": 5,
      "norm_label": "competitive threat score and breakdown for one competitor.",
      "community_name": "Schema Draft Builder",
      "id": "scripts_competitor_profiler_rationale_60"
    },
    {
      "label": "Multi-dimensional comparison matrix across SEO dimensions.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitor_profiler.py",
      "source_location": "L73",
      "_origin": "ast",
      "community": 5,
      "norm_label": "multi-dimensional comparison matrix across seo dimensions.",
      "community_name": "Schema Draft Builder",
      "id": "scripts_competitor_profiler_rationale_73"
    },
    {
      "label": "Full profiling result with all competitor data.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitor_profiler.py",
      "source_location": "L81",
      "_origin": "ast",
      "community": 5,
      "norm_label": "full profiling result with all competitor data.",
      "community_name": "Schema Draft Builder",
      "id": "scripts_competitor_profiler_rationale_81"
    },
    {
      "label": "Builds competitor profiles using Ahrefs MCP tools.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitor_profiler.py",
      "source_location": "L96",
      "_origin": "ast",
      "community": 5,
      "norm_label": "builds competitor profiles using ahrefs mcp tools.",
      "community_name": "Schema Draft Builder",
      "id": "scripts_competitor_profiler_rationale_96"
    },
    {
      "label": "Extract bare domain from URL or return as-is if already bare.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitor_profiler.py",
      "source_location": "L106",
      "_origin": "ast",
      "community": 5,
      "norm_label": "extract bare domain from url or return as-is if already bare.",
      "community_name": "Schema Draft Builder",
      "id": "scripts_competitor_profiler_rationale_106"
    },
    {
      "label": "Simulate Ahrefs MCP call. In production, routed via MCP bridge.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitor_profiler.py",
      "source_location": "L117",
      "_origin": "ast",
      "community": 5,
      "norm_label": "simulate ahrefs mcp call. in production, routed via mcp bridge.",
      "community_name": "Schema Draft Builder",
      "id": "scripts_competitor_profiler_rationale_117"
    },
    {
      "label": "Discover organic competitors via site-explorer-organic-competitors.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitor_profiler.py",
      "source_location": "L124",
      "_origin": "ast",
      "community": 5,
      "norm_label": "discover organic competitors via site-explorer-organic-competitors.",
      "community_name": "Schema Draft Builder",
      "id": "scripts_competitor_profiler_rationale_124"
    },
    {
      "label": "Build a complete profile card for a single domain.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitor_profiler.py",
      "source_location": "L151",
      "_origin": "ast",
      "community": 5,
      "norm_label": "build a complete profile card for a single domain.",
      "community_name": "Schema Draft Builder",
      "id": "scripts_competitor_profiler_rationale_151"
    },
    {
      "label": "Analyze keyword overlap between target and a single competitor.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitor_profiler.py",
      "source_location": "L204",
      "_origin": "ast",
      "community": 5,
      "norm_label": "analyze keyword overlap between target and a single competitor.",
      "community_name": "Schema Draft Builder",
      "id": "scripts_competitor_profiler_rationale_204"
    },
    {
      "label": "Create a multi-dimensional comparison matrix.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitor_profiler.py",
      "source_location": "L256",
      "_origin": "ast",
      "community": 5,
      "norm_label": "create a multi-dimensional comparison matrix.",
      "community_name": "Schema Draft Builder",
      "id": "scripts_competitor_profiler_rationale_256"
    },
    {
      "label": "Score competitive threat 0-100 based on multiple factors.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitor_profiler.py",
      "source_location": "L295",
      "_origin": "ast",
      "community": 5,
      "norm_label": "score competitive threat 0-100 based on multiple factors.",
      "community_name": "Schema Draft Builder",
      "id": "scripts_competitor_profiler_rationale_295"
    },
    {
      "label": "Check Naver Blog/Cafe presence for a domain (heuristic).",
      "file_type": "rationale",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitor_profiler.py",
      "source_location": "L364",
      "_origin": "ast",
      "community": 5,
      "norm_label": "check naver blog/cafe presence for a domain (heuristic).",
      "community_name": "Schema Draft Builder",
      "id": "scripts_competitor_profiler_rationale_364"
    },
    {
      "label": "Classify target as leader / challenger / follower / niche.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitor_profiler.py",
      "source_location": "L393",
      "_origin": "ast",
      "community": 5,
      "norm_label": "classify target as leader / challenger / follower / niche.",
      "community_name": "Schema Draft Builder",
      "id": "scripts_competitor_profiler_rationale_393"
    },
    {
      "label": "Orchestrate full competitor profiling pipeline.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitor_profiler.py",
      "source_location": "L438",
      "_origin": "ast",
      "community": 5,
      "norm_label": "orchestrate full competitor profiling pipeline.",
      "community_name": "Schema Draft Builder",
      "id": "scripts_competitor_profiler_rationale_438"
    },
    {
      "label": "Format profiling result as human-readable text report.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitor_profiler.py",
      "source_location": "L549",
      "_origin": "ast",
      "community": 5,
      "norm_label": "format profiling result as human-readable text report.",
      "community_name": "Schema Draft Builder",
      "id": "scripts_competitor_profiler_rationale_549"
    },
    {
      "label": "Convert result to JSON-serializable dict.",
      "file_type": "rationale",
      "source_file": "custom-skills/31-seo-competitor-intel/code/scripts/competitor_profiler.py",
      "source_location": "L619",
      "_origin": "ast",
      "community": 5,
      "norm_label": "convert result to json-serializable dict.",
      "community_name": "Schema Draft Builder",
      "id": "scripts_competitor_profiler_rationale_619"
    },
    {
      "label": "notion_writer.py",
      "file_type": "code",
      "source_file": "custom-skills/32-notion-writer/code/scripts/notion_writer.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 55,
      "norm_label": "notion_writer.py",
      "community_name": "Notion Block Writer",
      "id": "scripts_notion_writer"
    },
    {
      "label": "extract_notion_id()",
      "file_type": "code",
      "source_file": "custom-skills/32-notion-writer/code/scripts/notion_writer.py",
      "source_location": "L27",
      "_origin": "ast",
      "community": 90,
      "norm_label": "extract_notion_id()",
      "community_name": "Notion Page Utilities",
      "id": "scripts_notion_writer_extract_notion_id"
    },
    {
      "label": "format_id_with_dashes()",
      "file_type": "code",
      "source_file": "custom-skills/32-notion-writer/code/scripts/notion_writer.py",
      "source_location": "L51",
      "_origin": "ast",
      "community": 90,
      "norm_label": "format_id_with_dashes()",
      "community_name": "Notion Page Utilities",
      "id": "scripts_notion_writer_format_id_with_dashes"
    },
    {
      "label": "_is_table_row()",
      "file_type": "code",
      "source_file": "custom-skills/32-notion-writer/code/scripts/notion_writer.py",
      "source_location": "L61",
      "_origin": "ast",
      "community": 55,
      "norm_label": "_is_table_row()",
      "community_name": "Notion Block Writer",
      "id": "scripts_notion_writer_is_table_row"
    },
    {
      "label": "_split_table_row()",
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      "source_file": "custom-skills/32-notion-writer/code/scripts/notion_writer.py",
      "source_location": "L66",
      "_origin": "ast",
      "community": 55,
      "norm_label": "_split_table_row()",
      "community_name": "Notion Block Writer",
      "id": "scripts_notion_writer_split_table_row"
    },
    {
      "label": "markdown_to_notion_blocks()",
      "file_type": "code",
      "source_file": "custom-skills/32-notion-writer/code/scripts/notion_writer.py",
      "source_location": "L75",
      "_origin": "ast",
      "community": 19,
      "norm_label": "markdown_to_notion_blocks()",
      "community_name": "Markdown to Notion Parser",
      "id": "scripts_notion_writer_markdown_to_notion_blocks"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "custom-skills/32-notion-writer/code/scripts/notion_writer.py",
      "source_location": "L75",
      "_origin": "ast",
      "community": 55,
      "norm_label": "any",
      "community_name": "Notion Block Writer",
      "id": "custom_skills_32_notion_writer_code_scripts_notion_writer_py_any"
    },
    {
      "label": "_parse_lines()",
      "file_type": "code",
      "source_file": "custom-skills/32-notion-writer/code/scripts/notion_writer.py",
      "source_location": "L87",
      "_origin": "ast",
      "community": 55,
      "norm_label": "_parse_lines()",
      "community_name": "Notion Block Writer",
      "id": "scripts_notion_writer_parse_lines"
    },
    {
      "label": "_is_absolute_url()",
      "file_type": "code",
      "source_file": "custom-skills/32-notion-writer/code/scripts/notion_writer.py",
      "source_location": "L302",
      "_origin": "ast",
      "community": 55,
      "norm_label": "_is_absolute_url()",
      "community_name": "Notion Block Writer",
      "id": "scripts_notion_writer_is_absolute_url"
    },
    {
      "label": "_rich_span()",
      "file_type": "code",
      "source_file": "custom-skills/32-notion-writer/code/scripts/notion_writer.py",
      "source_location": "L307",
      "_origin": "ast",
      "community": 55,
      "norm_label": "_rich_span()",
      "community_name": "Notion Block Writer",
      "id": "scripts_notion_writer_rich_span"
    },
    {
      "label": "parse_rich_text()",
      "file_type": "code",
      "source_file": "custom-skills/32-notion-writer/code/scripts/notion_writer.py",
      "source_location": "L321",
      "_origin": "ast",
      "community": 55,
      "norm_label": "parse_rich_text()",
      "community_name": "Notion Block Writer",
      "id": "scripts_notion_writer_parse_rich_text"
    },
    {
      "label": "create_paragraph_block()",
      "file_type": "code",
      "source_file": "custom-skills/32-notion-writer/code/scripts/notion_writer.py",
      "source_location": "L389",
      "_origin": "ast",
      "community": 55,
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      "community_name": "Notion Block Writer",
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      "community": 55,
      "norm_label": "create_code_block()",
      "community_name": "Notion Block Writer",
      "id": "scripts_notion_writer_create_code_block"
    },
    {
      "label": "create_divider_block()",
      "file_type": "code",
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      "community": 55,
      "norm_label": "create_divider_block()",
      "community_name": "Notion Block Writer",
      "id": "scripts_notion_writer_create_divider_block"
    },
    {
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      "_origin": "ast",
      "community": 55,
      "norm_label": "create_table_block()",
      "community_name": "Notion Block Writer",
      "id": "scripts_notion_writer_create_table_block"
    },
    {
      "label": "list_accessible_content()",
      "file_type": "code",
      "source_file": "custom-skills/32-notion-writer/code/scripts/notion_writer.py",
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      "_origin": "ast",
      "community": 90,
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      "community_name": "Notion Page Utilities",
      "id": "scripts_notion_writer_list_accessible_content"
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    {
      "label": "Client",
      "file_type": "code",
      "source_file": "custom-skills/32-notion-writer/code/scripts/notion_writer.py",
      "source_location": "L543",
      "_origin": "ast",
      "community": 90,
      "norm_label": "client",
      "community_name": "Notion Page Utilities",
      "id": "custom_skills_32_notion_writer_code_scripts_notion_writer_py_client"
    },
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      "file_type": "code",
      "source_file": "custom-skills/32-notion-writer/code/scripts/notion_writer.py",
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      "_origin": "ast",
      "community": 90,
      "norm_label": "get_page_info()",
      "community_name": "Notion Page Utilities",
      "id": "scripts_notion_writer_get_page_info"
    },
    {
      "label": "get_database_info()",
      "file_type": "code",
      "source_file": "custom-skills/32-notion-writer/code/scripts/notion_writer.py",
      "source_location": "L634",
      "_origin": "ast",
      "community": 90,
      "norm_label": "get_database_info()",
      "community_name": "Notion Page Utilities",
      "id": "scripts_notion_writer_get_database_info"
    },
    {
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      "file_type": "code",
      "source_file": "custom-skills/32-notion-writer/code/scripts/notion_writer.py",
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      "_origin": "ast",
      "community": 90,
      "norm_label": "append_to_page()",
      "community_name": "Notion Page Utilities",
      "id": "scripts_notion_writer_append_to_page"
    },
    {
      "label": "clear_page_content()",
      "file_type": "code",
      "source_file": "custom-skills/32-notion-writer/code/scripts/notion_writer.py",
      "source_location": "L673",
      "_origin": "ast",
      "community": 90,
      "norm_label": "clear_page_content()",
      "community_name": "Notion Page Utilities",
      "id": "scripts_notion_writer_clear_page_content"
    },
    {
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      "file_type": "code",
      "source_file": "custom-skills/32-notion-writer/code/scripts/notion_writer.py",
      "source_location": "L705",
      "_origin": "ast",
      "community": 90,
      "norm_label": "create_database_row()",
      "community_name": "Notion Page Utilities",
      "id": "scripts_notion_writer_create_database_row"
    },
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      "file_type": "code",
      "source_file": "custom-skills/32-notion-writer/code/scripts/notion_writer.py",
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      "_origin": "ast",
      "community": 90,
      "norm_label": "update_page_properties()",
      "community_name": "Notion Page Utilities",
      "id": "scripts_notion_writer_update_page_properties"
    },
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      "file_type": "code",
      "source_file": "custom-skills/32-notion-writer/code/scripts/notion_writer.py",
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      "_origin": "ast",
      "community": 90,
      "norm_label": "write_to_page()",
      "community_name": "Notion Page Utilities",
      "id": "scripts_notion_writer_write_to_page"
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      "file_type": "code",
      "source_file": "custom-skills/32-notion-writer/code/scripts/notion_writer.py",
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      "_origin": "ast",
      "community": 90,
      "norm_label": "main()",
      "community_name": "Notion Page Utilities",
      "id": "scripts_notion_writer_main"
    },
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      "file_type": "rationale",
      "source_file": "custom-skills/32-notion-writer/code/scripts/notion_writer.py",
      "source_location": "L28",
      "_origin": "ast",
      "community": 90,
      "norm_label": "extract notion page/database id from url or raw id.",
      "community_name": "Notion Page Utilities",
      "id": "scripts_notion_writer_rationale_28"
    },
    {
      "label": "Format 32-char ID to UUID format with dashes.",
      "file_type": "rationale",
      "source_file": "custom-skills/32-notion-writer/code/scripts/notion_writer.py",
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      "community": 90,
      "norm_label": "format 32-char id to uuid format with dashes.",
      "community_name": "Notion Page Utilities",
      "id": "scripts_notion_writer_rationale_52"
    },
    {
      "label": "Convert markdown text (or pre-split lines) to Notion block objects.      Reentra",
      "file_type": "rationale",
      "source_file": "custom-skills/32-notion-writer/code/scripts/notion_writer.py",
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      "community": 19,
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      "community_name": "Markdown to Notion Parser",
      "id": "scripts_notion_writer_rationale_76"
    },
    {
      "label": "Walk lines and emit Notion blocks. Called recursively by container detectors.",
      "file_type": "rationale",
      "source_file": "custom-skills/32-notion-writer/code/scripts/notion_writer.py",
      "source_location": "L88",
      "_origin": "ast",
      "community": 55,
      "norm_label": "walk lines and emit notion blocks. called recursively by container detectors.",
      "community_name": "Notion Block Writer",
      "id": "scripts_notion_writer_rationale_88"
    },
    {
      "label": "Notion's link annotation rejects fragment-only and relative URLs.",
      "file_type": "rationale",
      "source_file": "custom-skills/32-notion-writer/code/scripts/notion_writer.py",
      "source_location": "L303",
      "_origin": "ast",
      "community": 55,
      "norm_label": "notion's link annotation rejects fragment-only and relative urls.",
      "community_name": "Notion Block Writer",
      "id": "scripts_notion_writer_rationale_303"
    },
    {
      "label": "Build one rich-text span with optional annotations / link.",
      "file_type": "rationale",
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      "_origin": "ast",
      "community": 55,
      "norm_label": "build one rich-text span with optional annotations / link.",
      "community_name": "Notion Block Writer",
      "id": "scripts_notion_writer_rationale_308"
    },
    {
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      "community": 55,
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      "community_name": "Notion Block Writer",
      "id": "scripts_notion_writer_rationale_322"
    },
    {
      "label": "Create a callout block with icon + color from a GitHub alert type.",
      "file_type": "rationale",
      "source_file": "custom-skills/32-notion-writer/code/scripts/notion_writer.py",
      "source_location": "L452",
      "_origin": "ast",
      "community": 55,
      "norm_label": "create a callout block with icon + color from a github alert type.",
      "community_name": "Notion Block Writer",
      "id": "scripts_notion_writer_rationale_452"
    },
    {
      "label": "Create a toggle block with summary rich-text and child blocks.",
      "file_type": "rationale",
      "source_file": "custom-skills/32-notion-writer/code/scripts/notion_writer.py",
      "source_location": "L466",
      "_origin": "ast",
      "community": 55,
      "norm_label": "create a toggle block with summary rich-text and child blocks.",
      "community_name": "Notion Block Writer",
      "id": "scripts_notion_writer_rationale_466"
    },
    {
      "label": "Create a column_list block; each item in `columns` is the children-list for one",
      "file_type": "rationale",
      "source_file": "custom-skills/32-notion-writer/code/scripts/notion_writer.py",
      "source_location": "L478",
      "_origin": "ast",
      "community": 55,
      "norm_label": "create a column_list block; each item in `columns` is the children-list for one",
      "community_name": "Notion Block Writer",
      "id": "scripts_notion_writer_rationale_478"
    },
    {
      "label": "Build a Notion `table` block with header + body rows.      All rows are padded t",
      "file_type": "rationale",
      "source_file": "custom-skills/32-notion-writer/code/scripts/notion_writer.py",
      "source_location": "L511",
      "_origin": "ast",
      "community": 55,
      "norm_label": "build a notion `table` block with header + body rows.      all rows are padded t",
      "community_name": "Notion Block Writer",
      "id": "scripts_notion_writer_rationale_511"
    },
    {
      "label": "List all accessible pages and databases.",
      "file_type": "rationale",
      "source_file": "custom-skills/32-notion-writer/code/scripts/notion_writer.py",
      "source_location": "L544",
      "_origin": "ast",
      "community": 90,
      "norm_label": "list all accessible pages and databases.",
      "community_name": "Notion Page Utilities",
      "id": "scripts_notion_writer_rationale_544"
    },
    {
      "label": "Get page information.",
      "file_type": "rationale",
      "source_file": "custom-skills/32-notion-writer/code/scripts/notion_writer.py",
      "source_location": "L625",
      "_origin": "ast",
      "community": 90,
      "norm_label": "get page information.",
      "community_name": "Notion Page Utilities",
      "id": "scripts_notion_writer_rationale_625"
    },
    {
      "label": "Fetch full schema for a database or data source.      Accepts either a database_",
      "file_type": "rationale",
      "source_file": "custom-skills/32-notion-writer/code/scripts/notion_writer.py",
      "source_location": "L635",
      "_origin": "ast",
      "community": 90,
      "norm_label": "fetch full schema for a database or data source.      accepts either a database_",
      "community_name": "Notion Page Utilities",
      "id": "scripts_notion_writer_rationale_635"
    },
    {
      "label": "Append blocks to an existing Notion page.",
      "file_type": "rationale",
      "source_file": "custom-skills/32-notion-writer/code/scripts/notion_writer.py",
      "source_location": "L655",
      "_origin": "ast",
      "community": 90,
      "norm_label": "append blocks to an existing notion page.",
      "community_name": "Notion Page Utilities",
      "id": "scripts_notion_writer_rationale_655"
    },
    {
      "label": "Clear all content from a page (paginates through all children).",
      "file_type": "rationale",
      "source_file": "custom-skills/32-notion-writer/code/scripts/notion_writer.py",
      "source_location": "L674",
      "_origin": "ast",
      "community": 90,
      "norm_label": "clear all content from a page (paginates through all children).",
      "community_name": "Notion Page Utilities",
      "id": "scripts_notion_writer_rationale_674"
    },
    {
      "label": "Create a new row in a Notion data source (multi-source database model).      `da",
      "file_type": "rationale",
      "source_file": "custom-skills/32-notion-writer/code/scripts/notion_writer.py",
      "source_location": "L706",
      "_origin": "ast",
      "community": 90,
      "norm_label": "create a new row in a notion data source (multi-source database model).      `da",
      "community_name": "Notion Page Utilities",
      "id": "scripts_notion_writer_rationale_706"
    },
    {
      "label": "Update properties on an existing page (used by upsert).",
      "file_type": "rationale",
      "source_file": "custom-skills/32-notion-writer/code/scripts/notion_writer.py",
      "source_location": "L737",
      "_origin": "ast",
      "community": 90,
      "norm_label": "update properties on an existing page (used by upsert).",
      "community_name": "Notion Page Utilities",
      "id": "scripts_notion_writer_rationale_737"
    },
    {
      "label": "Write markdown content to a Notion page.",
      "file_type": "rationale",
      "source_file": "custom-skills/32-notion-writer/code/scripts/notion_writer.py",
      "source_location": "L750",
      "_origin": "ast",
      "community": 90,
      "norm_label": "write markdown content to a notion page.",
      "community_name": "Notion Page Utilities",
      "id": "scripts_notion_writer_rationale_750"
    },
    {
      "label": "test_parser.py",
      "file_type": "code",
      "source_file": "custom-skills/32-notion-writer/code/scripts/test_parser.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 19,
      "norm_label": "test_parser.py",
      "community_name": "Markdown to Notion Parser",
      "id": "scripts_test_parser"
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    {
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      "file_type": "code",
      "source_file": "custom-skills/32-notion-writer/code/scripts/test_parser.py",
      "source_location": "L45",
      "_origin": "ast",
      "community": 19,
      "norm_label": "_assert()",
      "community_name": "Markdown to Notion Parser",
      "id": "scripts_test_parser_assert"
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    {
      "label": "test_rich_text_plain()",
      "file_type": "code",
      "source_file": "custom-skills/32-notion-writer/code/scripts/test_parser.py",
      "source_location": "L52",
      "_origin": "ast",
      "community": 19,
      "norm_label": "test_rich_text_plain()",
      "community_name": "Markdown to Notion Parser",
      "id": "scripts_test_parser_test_rich_text_plain"
    },
    {
      "label": "test_rich_text_bold()",
      "file_type": "code",
      "source_file": "custom-skills/32-notion-writer/code/scripts/test_parser.py",
      "source_location": "L59",
      "_origin": "ast",
      "community": 19,
      "norm_label": "test_rich_text_bold()",
      "community_name": "Markdown to Notion Parser",
      "id": "scripts_test_parser_test_rich_text_bold"
    },
    {
      "label": "test_rich_text_italic()",
      "file_type": "code",
      "source_file": "custom-skills/32-notion-writer/code/scripts/test_parser.py",
      "source_location": "L68",
      "_origin": "ast",
      "community": 19,
      "norm_label": "test_rich_text_italic()",
      "community_name": "Markdown to Notion Parser",
      "id": "scripts_test_parser_test_rich_text_italic"
    },
    {
      "label": "test_rich_text_code()",
      "file_type": "code",
      "source_file": "custom-skills/32-notion-writer/code/scripts/test_parser.py",
      "source_location": "L73",
      "_origin": "ast",
      "community": 19,
      "norm_label": "test_rich_text_code()",
      "community_name": "Markdown to Notion Parser",
      "id": "scripts_test_parser_test_rich_text_code"
    },
    {
      "label": "test_rich_text_link()",
      "file_type": "code",
      "source_file": "custom-skills/32-notion-writer/code/scripts/test_parser.py",
      "source_location": "L80",
      "_origin": "ast",
      "community": 19,
      "norm_label": "test_rich_text_link()",
      "community_name": "Markdown to Notion Parser",
      "id": "scripts_test_parser_test_rich_text_link"
    },
    {
      "label": "test_rich_text_strike()",
      "file_type": "code",
      "source_file": "custom-skills/32-notion-writer/code/scripts/test_parser.py",
      "source_location": "L88",
      "_origin": "ast",
      "community": 19,
      "norm_label": "test_rich_text_strike()",
      "community_name": "Markdown to Notion Parser",
      "id": "scripts_test_parser_test_rich_text_strike"
    },
    {
      "label": "test_rich_text_mixed()",
      "file_type": "code",
      "source_file": "custom-skills/32-notion-writer/code/scripts/test_parser.py",
      "source_location": "L94",
      "_origin": "ast",
      "community": 19,
      "norm_label": "test_rich_text_mixed()",
      "community_name": "Markdown to Notion Parser",
      "id": "scripts_test_parser_test_rich_text_mixed"
    },
    {
      "label": "test_blocks_headings()",
      "file_type": "code",
      "source_file": "custom-skills/32-notion-writer/code/scripts/test_parser.py",
      "source_location": "L106",
      "_origin": "ast",
      "community": 19,
      "norm_label": "test_blocks_headings()",
      "community_name": "Markdown to Notion Parser",
      "id": "scripts_test_parser_test_blocks_headings"
    },
    {
      "label": "test_blocks_bullets_and_numbers()",
      "file_type": "code",
      "source_file": "custom-skills/32-notion-writer/code/scripts/test_parser.py",
      "source_location": "L113",
      "_origin": "ast",
      "community": 19,
      "norm_label": "test_blocks_bullets_and_numbers()",
      "community_name": "Markdown to Notion Parser",
      "id": "scripts_test_parser_test_blocks_bullets_and_numbers"
    },
    {
      "label": "test_blocks_todo()",
      "file_type": "code",
      "source_file": "custom-skills/32-notion-writer/code/scripts/test_parser.py",
      "source_location": "L120",
      "_origin": "ast",
      "community": 19,
      "norm_label": "test_blocks_todo()",
      "community_name": "Markdown to Notion Parser",
      "id": "scripts_test_parser_test_blocks_todo"
    },
    {
      "label": "test_blocks_quote_code_divider()",
      "file_type": "code",
      "source_file": "custom-skills/32-notion-writer/code/scripts/test_parser.py",
      "source_location": "L130",
      "_origin": "ast",
      "community": 19,
      "norm_label": "test_blocks_quote_code_divider()",
      "community_name": "Markdown to Notion Parser",
      "id": "scripts_test_parser_test_blocks_quote_code_divider"
    },
    {
      "label": "test_blocks_table()",
      "file_type": "code",
      "source_file": "custom-skills/32-notion-writer/code/scripts/test_parser.py",
      "source_location": "L141",
      "_origin": "ast",
      "community": 19,
      "norm_label": "test_blocks_table()",
      "community_name": "Markdown to Notion Parser",
      "id": "scripts_test_parser_test_blocks_table"
    },
    {
      "label": "test_callout_note()",
      "file_type": "code",
      "source_file": "custom-skills/32-notion-writer/code/scripts/test_parser.py",
      "source_location": "L168",
      "_origin": "ast",
      "community": 19,
      "norm_label": "test_callout_note()",
      "community_name": "Markdown to Notion Parser",
      "id": "scripts_test_parser_test_callout_note"
    },
    {
      "label": "test_callout_tip()",
      "file_type": "code",
      "source_file": "custom-skills/32-notion-writer/code/scripts/test_parser.py",
      "source_location": "L181",
      "_origin": "ast",
      "community": 19,
      "norm_label": "test_callout_tip()",
      "community_name": "Markdown to Notion Parser",
      "id": "scripts_test_parser_test_callout_tip"
    },
    {
      "label": "test_callout_important()",
      "file_type": "code",
      "source_file": "custom-skills/32-notion-writer/code/scripts/test_parser.py",
      "source_location": "L188",
      "_origin": "ast",
      "community": 19,
      "norm_label": "test_callout_important()",
      "community_name": "Markdown to Notion Parser",
      "id": "scripts_test_parser_test_callout_important"
    },
    {
      "label": "test_callout_warning()",
      "file_type": "code",
      "source_file": "custom-skills/32-notion-writer/code/scripts/test_parser.py",
      "source_location": "L194",
      "_origin": "ast",
      "community": 19,
      "norm_label": "test_callout_warning()",
      "community_name": "Markdown to Notion Parser",
      "id": "scripts_test_parser_test_callout_warning"
    },
    {
      "label": "test_callout_caution()",
      "file_type": "code",
      "source_file": "custom-skills/32-notion-writer/code/scripts/test_parser.py",
      "source_location": "L200",
      "_origin": "ast",
      "community": 19,
      "norm_label": "test_callout_caution()",
      "community_name": "Markdown to Notion Parser",
      "id": "scripts_test_parser_test_callout_caution"
    },
    {
      "label": "test_callout_unknown_falls_through()",
      "file_type": "code",
      "source_file": "custom-skills/32-notion-writer/code/scripts/test_parser.py",
      "source_location": "L206",
      "_origin": "ast",
      "community": 19,
      "norm_label": "test_callout_unknown_falls_through()",
      "community_name": "Markdown to Notion Parser",
      "id": "scripts_test_parser_test_callout_unknown_falls_through"
    },
    {
      "label": "test_toggle_basic()",
      "file_type": "code",
      "source_file": "custom-skills/32-notion-writer/code/scripts/test_parser.py",
      "source_location": "L214",
      "_origin": "ast",
      "community": 19,
      "norm_label": "test_toggle_basic()",
      "community_name": "Markdown to Notion Parser",
      "id": "scripts_test_parser_test_toggle_basic"
    },
    {
      "label": "test_toggle_nested_blocks()",
      "file_type": "code",
      "source_file": "custom-skills/32-notion-writer/code/scripts/test_parser.py",
      "source_location": "L226",
      "_origin": "ast",
      "community": 19,
      "norm_label": "test_toggle_nested_blocks()",
      "community_name": "Markdown to Notion Parser",
      "id": "scripts_test_parser_test_toggle_nested_blocks"
    },
    {
      "label": "test_toggle_nested_toggle()",
      "file_type": "code",
      "source_file": "custom-skills/32-notion-writer/code/scripts/test_parser.py",
      "source_location": "L248",
      "_origin": "ast",
      "community": 19,
      "norm_label": "test_toggle_nested_toggle()",
      "community_name": "Markdown to Notion Parser",
      "id": "scripts_test_parser_test_toggle_nested_toggle"
    },
    {
      "label": "test_toggle_unclosed_falls_through()",
      "file_type": "code",
      "source_file": "custom-skills/32-notion-writer/code/scripts/test_parser.py",
      "source_location": "L268",
      "_origin": "ast",
      "community": 19,
      "norm_label": "test_toggle_unclosed_falls_through()",
      "community_name": "Markdown to Notion Parser",
      "id": "scripts_test_parser_test_toggle_unclosed_falls_through"
    },
    {
      "label": "test_columns_two()",
      "file_type": "code",
      "source_file": "custom-skills/32-notion-writer/code/scripts/test_parser.py",
      "source_location": "L283",
      "_origin": "ast",
      "community": 19,
      "norm_label": "test_columns_two()",
      "community_name": "Markdown to Notion Parser",
      "id": "scripts_test_parser_test_columns_two"
    },
    {
      "label": "test_columns_with_blocks()",
      "file_type": "code",
      "source_file": "custom-skills/32-notion-writer/code/scripts/test_parser.py",
      "source_location": "L305",
      "_origin": "ast",
      "community": 19,
      "norm_label": "test_columns_with_blocks()",
      "community_name": "Markdown to Notion Parser",
      "id": "scripts_test_parser_test_columns_with_blocks"
    },
    {
      "label": "test_columns_single_degrades()",
      "file_type": "code",
      "source_file": "custom-skills/32-notion-writer/code/scripts/test_parser.py",
      "source_location": "L328",
      "_origin": "ast",
      "community": 19,
      "norm_label": "test_columns_single_degrades()",
      "community_name": "Markdown to Notion Parser",
      "id": "scripts_test_parser_test_columns_single_degrades"
    },
    {
      "label": "test_mention_id()",
      "file_type": "code",
      "source_file": "custom-skills/32-notion-writer/code/scripts/test_parser.py",
      "source_location": "L346",
      "_origin": "ast",
      "community": 294,
      "norm_label": "test_mention_id()",
      "community_name": "Notion Mention Testing",
      "id": "scripts_test_parser_test_mention_id"
    },
    {
      "label": "test_mention_url()",
      "file_type": "code",
      "source_file": "custom-skills/32-notion-writer/code/scripts/test_parser.py",
      "source_location": "L358",
      "_origin": "ast",
      "community": 295,
      "norm_label": "test_mention_url()",
      "community_name": "Notion URL Parsing",
      "id": "scripts_test_parser_test_mention_url"
    },
    {
      "label": "test_mention_invalid_falls_back()",
      "file_type": "code",
      "source_file": "custom-skills/32-notion-writer/code/scripts/test_parser.py",
      "source_location": "L369",
      "_origin": "ast",
      "community": 19,
      "norm_label": "test_mention_invalid_falls_back()",
      "community_name": "Markdown to Notion Parser",
      "id": "scripts_test_parser_test_mention_invalid_falls_back"
    },
    {
      "label": "test_rich_text_anchor_link_becomes_bold()",
      "file_type": "code",
      "source_file": "custom-skills/32-notion-writer/code/scripts/test_parser.py",
      "source_location": "L381",
      "_origin": "ast",
      "community": 19,
      "norm_label": "test_rich_text_anchor_link_becomes_bold()",
      "community_name": "Markdown to Notion Parser",
      "id": "scripts_test_parser_test_rich_text_anchor_link_becomes_bold"
    },
    {
      "label": "test_rich_text_relative_link_becomes_plain()",
      "file_type": "code",
      "source_file": "custom-skills/32-notion-writer/code/scripts/test_parser.py",
      "source_location": "L390",
      "_origin": "ast",
      "community": 296,
      "norm_label": "test_rich_text_relative_link_becomes_plain()",
      "community_name": "Notion Text Rendering",
      "id": "scripts_test_parser_test_rich_text_relative_link_becomes_plain"
    },
    {
      "label": "test_rich_text_absolute_link_preserved()",
      "file_type": "code",
      "source_file": "custom-skills/32-notion-writer/code/scripts/test_parser.py",
      "source_location": "L398",
      "_origin": "ast",
      "community": 19,
      "norm_label": "test_rich_text_absolute_link_preserved()",
      "community_name": "Markdown to Notion Parser",
      "id": "scripts_test_parser_test_rich_text_absolute_link_preserved"
    },
    {
      "label": "test_no_literal_markers_leak()",
      "file_type": "code",
      "source_file": "custom-skills/32-notion-writer/code/scripts/test_parser.py",
      "source_location": "L406",
      "_origin": "ast",
      "community": 19,
      "norm_label": "test_no_literal_markers_leak()",
      "community_name": "Markdown to Notion Parser",
      "id": "scripts_test_parser_test_no_literal_markers_leak"
    },
    {
      "label": "run_all()",
      "file_type": "code",
      "source_file": "custom-skills/32-notion-writer/code/scripts/test_parser.py",
      "source_location": "L416",
      "_origin": "ast",
      "community": 19,
      "norm_label": "run_all()",
      "community_name": "Markdown to Notion Parser",
      "id": "scripts_test_parser_run_all"
    },
    {
      "label": "An unrecognized alert type renders as a plain quote with the marker preserved.",
      "file_type": "rationale",
      "source_file": "custom-skills/32-notion-writer/code/scripts/test_parser.py",
      "source_location": "L207",
      "_origin": "ast",
      "community": 19,
      "norm_label": "an unrecognized alert type renders as a plain quote with the marker preserved.",
      "community_name": "Markdown to Notion Parser",
      "id": "scripts_test_parser_rationale_207"
    },
    {
      "label": "Toggle body can hold any block type via _parse_lines recursion.",
      "file_type": "rationale",
      "source_file": "custom-skills/32-notion-writer/code/scripts/test_parser.py",
      "source_location": "L227",
      "_origin": "ast",
      "community": 19,
      "norm_label": "toggle body can hold any block type via _parse_lines recursion.",
      "community_name": "Markdown to Notion Parser",
      "id": "scripts_test_parser_rationale_227"
    },
    {
      "label": "details_depth tracking allows <details> inside <details>.",
      "file_type": "rationale",
      "source_file": "custom-skills/32-notion-writer/code/scripts/test_parser.py",
      "source_location": "L249",
      "_origin": "ast",
      "community": 19,
      "norm_label": "details_depth tracking allows <details> inside <details>.",
      "community_name": "Markdown to Notion Parser",
      "id": "scripts_test_parser_rationale_249"
    },
    {
      "label": "Missing </details> at EOF degrades to paragraphs, no crash.",
      "file_type": "rationale",
      "source_file": "custom-skills/32-notion-writer/code/scripts/test_parser.py",
      "source_location": "L269",
      "_origin": "ast",
      "community": 19,
      "norm_label": "missing </details> at eof degrades to paragraphs, no crash.",
      "community_name": "Markdown to Notion Parser",
      "id": "scripts_test_parser_rationale_269"
    },
    {
      "label": "Columns can hold any block type via per-column _parse_lines recursion.",
      "file_type": "rationale",
      "source_file": "custom-skills/32-notion-writer/code/scripts/test_parser.py",
      "source_location": "L306",
      "_origin": "ast",
      "community": 19,
      "norm_label": "columns can hold any block type via per-column _parse_lines recursion.",
      "community_name": "Markdown to Notion Parser",
      "id": "scripts_test_parser_rationale_306"
    },
    {
      "label": "Single-column ::: columns block degrades to paragraphs (Notion requires >= 2).",
      "file_type": "rationale",
      "source_file": "custom-skills/32-notion-writer/code/scripts/test_parser.py",
      "source_location": "L329",
      "_origin": "ast",
      "community": 19,
      "norm_label": "single-column ::: columns block degrades to paragraphs (notion requires >= 2).",
      "community_name": "Markdown to Notion Parser",
      "id": "scripts_test_parser_rationale_329"
    },
    {
      "label": "@[Title](32-hex-id) produces a mention rich-text span with page reference.",
      "file_type": "rationale",
      "source_file": "custom-skills/32-notion-writer/code/scripts/test_parser.py",
      "source_location": "L347",
      "_origin": "ast",
      "community": 294,
      "norm_label": "@[title](32-hex-id) produces a mention rich-text span with page reference.",
      "community_name": "Notion Mention Testing",
      "id": "scripts_test_parser_rationale_347"
    },
    {
      "label": "@[Title](https://notion.so/Page-Title-id) extracts ID from URL.",
      "file_type": "rationale",
      "source_file": "custom-skills/32-notion-writer/code/scripts/test_parser.py",
      "source_location": "L359",
      "_origin": "ast",
      "community": 295,
      "norm_label": "@[title](https://notion.so/page-title-id) extracts id from url.",
      "community_name": "Notion URL Parsing",
      "id": "scripts_test_parser_rationale_359"
    },
    {
      "label": "A non-resolvable target degrades to plain text '@Title' with no link.",
      "file_type": "rationale",
      "source_file": "custom-skills/32-notion-writer/code/scripts/test_parser.py",
      "source_location": "L370",
      "_origin": "ast",
      "community": 19,
      "norm_label": "a non-resolvable target degrades to plain text '@title' with no link.",
      "community_name": "Markdown to Notion Parser",
      "id": "scripts_test_parser_rationale_370"
    },
    {
      "label": "TOC-style fragment links must not be sent as Notion link annotations.",
      "file_type": "rationale",
      "source_file": "custom-skills/32-notion-writer/code/scripts/test_parser.py",
      "source_location": "L382",
      "_origin": "ast",
      "community": 19,
      "norm_label": "toc-style fragment links must not be sent as notion link annotations.",
      "community_name": "Markdown to Notion Parser",
      "id": "scripts_test_parser_rationale_382"
    },
    {
      "label": "Relative paths can't be Notion links either; render plain text.",
      "file_type": "rationale",
      "source_file": "custom-skills/32-notion-writer/code/scripts/test_parser.py",
      "source_location": "L391",
      "_origin": "ast",
      "community": 296,
      "norm_label": "relative paths can't be notion links either; render plain text.",
      "community_name": "Notion Text Rendering",
      "id": "scripts_test_parser_rationale_391"
    },
    {
      "label": "Regression: absolute URLs must still produce a real Notion link.",
      "file_type": "rationale",
      "source_file": "custom-skills/32-notion-writer/code/scripts/test_parser.py",
      "source_location": "L399",
      "_origin": "ast",
      "community": 19,
      "norm_label": "regression: absolute urls must still produce a real notion link.",
      "community_name": "Markdown to Notion Parser",
      "id": "scripts_test_parser_rationale_399"
    },
    {
      "label": "Regression: before the rich-text rewrite, ** and [ ] leaked as literal text.",
      "file_type": "rationale",
      "source_file": "custom-skills/32-notion-writer/code/scripts/test_parser.py",
      "source_location": "L407",
      "_origin": "ast",
      "community": 19,
      "norm_label": "regression: before the rich-text rewrite, ** and [ ] leaked as literal text.",
      "community_name": "Markdown to Notion Parser",
      "id": "scripts_test_parser_rationale_407"
    },
    {
      "label": "base_client.py",
      "file_type": "code",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/base_client.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 44,
      "norm_label": "base_client.py",
      "community_name": "Async API Client",
      "id": "custom_skills_32_seo_crawl_budget_code_scripts_base_client_py_scripts_base_client"
    },
    {
      "label": "RateLimiter",
      "file_type": "code",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/base_client.py",
      "source_location": "L35",
      "_origin": "ast",
      "community": 44,
      "norm_label": "ratelimiter",
      "community_name": "Async API Client",
      "id": "custom_skills_32_seo_crawl_budget_code_scripts_base_client_py_scripts_base_client_ratelimiter"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/base_client.py",
      "source_location": "L38",
      "_origin": "ast",
      "community": 44,
      "norm_label": ".__init__()",
      "community_name": "Async API Client",
      "id": "custom_skills_32_seo_crawl_budget_code_scripts_base_client_py_scripts_base_client_ratelimiter_init"
    },
    {
      "label": ".acquire()",
      "file_type": "code",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/base_client.py",
      "source_location": "L52",
      "_origin": "ast",
      "community": 44,
      "norm_label": ".acquire()",
      "community_name": "Async API Client",
      "id": "custom_skills_32_seo_crawl_budget_code_scripts_base_client_py_scripts_base_client_ratelimiter_acquire"
    },
    {
      "label": "BaseAsyncClient",
      "file_type": "code",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/base_client.py",
      "source_location": "L68",
      "_origin": "ast",
      "community": 44,
      "norm_label": "baseasyncclient",
      "community_name": "Async API Client",
      "id": "custom_skills_32_seo_crawl_budget_code_scripts_base_client_py_scripts_base_client_baseasyncclient"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/base_client.py",
      "source_location": "L71",
      "_origin": "ast",
      "community": 44,
      "norm_label": ".__init__()",
      "community_name": "Async API Client",
      "id": "custom_skills_32_seo_crawl_budget_code_scripts_base_client_py_scripts_base_client_baseasyncclient_init"
    },
    {
      "label": "Logger",
      "file_type": "code",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/base_client.py",
      "source_location": "L71",
      "_origin": "ast",
      "community": 44,
      "norm_label": "logger",
      "community_name": "Async API Client",
      "id": "custom_skills_32_seo_crawl_budget_code_scripts_base_client_py_logger"
    },
    {
      "label": "._rate_limited_request()",
      "file_type": "code",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/base_client.py",
      "source_location": "L100",
      "_origin": "ast",
      "community": 44,
      "norm_label": "._rate_limited_request()",
      "community_name": "Async API Client",
      "id": "custom_skills_32_seo_crawl_budget_code_scripts_base_client_py_scripts_base_client_baseasyncclient_rate_limited_request"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/base_client.py",
      "source_location": "L100",
      "_origin": "ast",
      "community": 44,
      "norm_label": "any",
      "community_name": "Async API Client",
      "id": "custom_skills_32_seo_crawl_budget_code_scripts_base_client_py_any"
    },
    {
      "label": ".batch_requests()",
      "file_type": "code",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/base_client.py",
      "source_location": "L117",
      "_origin": "ast",
      "community": 44,
      "norm_label": ".batch_requests()",
      "community_name": "Async API Client",
      "id": "custom_skills_32_seo_crawl_budget_code_scripts_base_client_py_scripts_base_client_baseasyncclient_batch_requests"
    },
    {
      "label": ".print_stats()",
      "file_type": "code",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/base_client.py",
      "source_location": "L146",
      "_origin": "ast",
      "community": 44,
      "norm_label": ".print_stats()",
      "community_name": "Async API Client",
      "id": "custom_skills_32_seo_crawl_budget_code_scripts_base_client_py_scripts_base_client_baseasyncclient_print_stats"
    },
    {
      "label": "ConfigManager",
      "file_type": "code",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/base_client.py",
      "source_location": "L156",
      "_origin": "ast",
      "community": 44,
      "norm_label": "configmanager",
      "community_name": "Async API Client",
      "id": "custom_skills_32_seo_crawl_budget_code_scripts_base_client_py_scripts_base_client_configmanager"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/base_client.py",
      "source_location": "L159",
      "_origin": "ast",
      "community": 44,
      "norm_label": ".__init__()",
      "community_name": "Async API Client",
      "id": "custom_skills_32_seo_crawl_budget_code_scripts_base_client_py_scripts_base_client_configmanager_init"
    },
    {
      "label": ".google_credentials_path()",
      "file_type": "code",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/base_client.py",
      "source_location": "L163",
      "_origin": "ast",
      "community": 44,
      "norm_label": ".google_credentials_path()",
      "community_name": "Async API Client",
      "id": "custom_skills_32_seo_crawl_budget_code_scripts_base_client_py_scripts_base_client_configmanager_google_credentials_path"
    },
    {
      "label": ".pagespeed_api_key()",
      "file_type": "code",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/base_client.py",
      "source_location": "L172",
      "_origin": "ast",
      "community": 44,
      "norm_label": ".pagespeed_api_key()",
      "community_name": "Async API Client",
      "id": "custom_skills_32_seo_crawl_budget_code_scripts_base_client_py_scripts_base_client_configmanager_pagespeed_api_key"
    },
    {
      "label": ".custom_search_api_key()",
      "file_type": "code",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/base_client.py",
      "source_location": "L177",
      "_origin": "ast",
      "community": 44,
      "norm_label": ".custom_search_api_key()",
      "community_name": "Async API Client",
      "id": "custom_skills_32_seo_crawl_budget_code_scripts_base_client_py_scripts_base_client_configmanager_custom_search_api_key"
    },
    {
      "label": ".custom_search_engine_id()",
      "file_type": "code",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/base_client.py",
      "source_location": "L182",
      "_origin": "ast",
      "community": 44,
      "norm_label": ".custom_search_engine_id()",
      "community_name": "Async API Client",
      "id": "custom_skills_32_seo_crawl_budget_code_scripts_base_client_py_scripts_base_client_configmanager_custom_search_engine_id"
    },
    {
      "label": ".notion_token()",
      "file_type": "code",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/base_client.py",
      "source_location": "L187",
      "_origin": "ast",
      "community": 44,
      "norm_label": ".notion_token()",
      "community_name": "Async API Client",
      "id": "custom_skills_32_seo_crawl_budget_code_scripts_base_client_py_scripts_base_client_configmanager_notion_token"
    },
    {
      "label": ".validate_google_credentials()",
      "file_type": "code",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/base_client.py",
      "source_location": "L191",
      "_origin": "ast",
      "community": 44,
      "norm_label": ".validate_google_credentials()",
      "community_name": "Async API Client",
      "id": "custom_skills_32_seo_crawl_budget_code_scripts_base_client_py_scripts_base_client_configmanager_validate_google_credentials"
    },
    {
      "label": ".get_required()",
      "file_type": "code",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/base_client.py",
      "source_location": "L198",
      "_origin": "ast",
      "community": 44,
      "norm_label": ".get_required()",
      "community_name": "Async API Client",
      "id": "custom_skills_32_seo_crawl_budget_code_scripts_base_client_py_scripts_base_client_configmanager_get_required"
    },
    {
      "label": "Base Client - Shared async client utilities ====================================",
      "file_type": "rationale",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/base_client.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 44,
      "norm_label": "base client - shared async client utilities ====================================",
      "community_name": "Async API Client",
      "id": "custom_skills_32_seo_crawl_budget_code_scripts_base_client_py_scripts_base_client_rationale_1"
    },
    {
      "label": "Rate limiter using token bucket algorithm.",
      "file_type": "rationale",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/base_client.py",
      "source_location": "L36",
      "_origin": "ast",
      "community": 44,
      "norm_label": "rate limiter using token bucket algorithm.",
      "community_name": "Async API Client",
      "id": "custom_skills_32_seo_crawl_budget_code_scripts_base_client_py_scripts_base_client_rationale_36"
    },
    {
      "label": "Initialize rate limiter.          Args:             rate: Number of requests all",
      "file_type": "rationale",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/base_client.py",
      "source_location": "L39",
      "_origin": "ast",
      "community": 44,
      "norm_label": "initialize rate limiter.          args:             rate: number of requests all",
      "community_name": "Async API Client",
      "id": "custom_skills_32_seo_crawl_budget_code_scripts_base_client_py_scripts_base_client_rationale_39"
    },
    {
      "label": "Acquire a token, waiting if necessary.",
      "file_type": "rationale",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/base_client.py",
      "source_location": "L53",
      "_origin": "ast",
      "community": 44,
      "norm_label": "acquire a token, waiting if necessary.",
      "community_name": "Async API Client",
      "id": "custom_skills_32_seo_crawl_budget_code_scripts_base_client_py_scripts_base_client_rationale_53"
    },
    {
      "label": "Base class for async API clients with rate limiting.",
      "file_type": "rationale",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/base_client.py",
      "source_location": "L69",
      "_origin": "ast",
      "community": 44,
      "norm_label": "base class for async api clients with rate limiting.",
      "community_name": "Async API Client",
      "id": "custom_skills_32_seo_crawl_budget_code_scripts_base_client_py_scripts_base_client_rationale_69"
    },
    {
      "label": "Initialize base client.          Args:             max_concurrent: Maximum concu",
      "file_type": "rationale",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/base_client.py",
      "source_location": "L77",
      "_origin": "ast",
      "community": 44,
      "norm_label": "initialize base client.          args:             max_concurrent: maximum concu",
      "community_name": "Async API Client",
      "id": "custom_skills_32_seo_crawl_budget_code_scripts_base_client_py_scripts_base_client_rationale_77"
    },
    {
      "label": "Execute a request with rate limiting and retry.",
      "file_type": "rationale",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/base_client.py",
      "source_location": "L104",
      "_origin": "ast",
      "community": 44,
      "norm_label": "execute a request with rate limiting and retry.",
      "community_name": "Async API Client",
      "id": "custom_skills_32_seo_crawl_budget_code_scripts_base_client_py_scripts_base_client_rationale_104"
    },
    {
      "label": "Execute multiple requests concurrently.",
      "file_type": "rationale",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/base_client.py",
      "source_location": "L122",
      "_origin": "ast",
      "community": 44,
      "norm_label": "execute multiple requests concurrently.",
      "community_name": "Async API Client",
      "id": "custom_skills_32_seo_crawl_budget_code_scripts_base_client_py_scripts_base_client_rationale_122"
    },
    {
      "label": "Print request statistics.",
      "file_type": "rationale",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/base_client.py",
      "source_location": "L147",
      "_origin": "ast",
      "community": 44,
      "norm_label": "print request statistics.",
      "community_name": "Async API Client",
      "id": "custom_skills_32_seo_crawl_budget_code_scripts_base_client_py_scripts_base_client_rationale_147"
    },
    {
      "label": "Manage API configuration and credentials.",
      "file_type": "rationale",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/base_client.py",
      "source_location": "L157",
      "_origin": "ast",
      "community": 44,
      "norm_label": "manage api configuration and credentials.",
      "community_name": "Async API Client",
      "id": "custom_skills_32_seo_crawl_budget_code_scripts_base_client_py_scripts_base_client_rationale_157"
    },
    {
      "label": "Get Google service account credentials path.",
      "file_type": "rationale",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/base_client.py",
      "source_location": "L164",
      "_origin": "ast",
      "community": 44,
      "norm_label": "get google service account credentials path.",
      "community_name": "Async API Client",
      "id": "custom_skills_32_seo_crawl_budget_code_scripts_base_client_py_scripts_base_client_rationale_164"
    },
    {
      "label": "Get PageSpeed Insights API key.",
      "file_type": "rationale",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/base_client.py",
      "source_location": "L173",
      "_origin": "ast",
      "community": 44,
      "norm_label": "get pagespeed insights api key.",
      "community_name": "Async API Client",
      "id": "custom_skills_32_seo_crawl_budget_code_scripts_base_client_py_scripts_base_client_rationale_173"
    },
    {
      "label": "Get Custom Search API key.",
      "file_type": "rationale",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/base_client.py",
      "source_location": "L178",
      "_origin": "ast",
      "community": 44,
      "norm_label": "get custom search api key.",
      "community_name": "Async API Client",
      "id": "custom_skills_32_seo_crawl_budget_code_scripts_base_client_py_scripts_base_client_rationale_178"
    },
    {
      "label": "Get Custom Search Engine ID.",
      "file_type": "rationale",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/base_client.py",
      "source_location": "L183",
      "_origin": "ast",
      "community": 44,
      "norm_label": "get custom search engine id.",
      "community_name": "Async API Client",
      "id": "custom_skills_32_seo_crawl_budget_code_scripts_base_client_py_scripts_base_client_rationale_183"
    },
    {
      "label": "Get Notion API token.",
      "file_type": "rationale",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/base_client.py",
      "source_location": "L188",
      "_origin": "ast",
      "community": 44,
      "norm_label": "get notion api token.",
      "community_name": "Async API Client",
      "id": "custom_skills_32_seo_crawl_budget_code_scripts_base_client_py_scripts_base_client_rationale_188"
    },
    {
      "label": "Validate Google credentials are configured.",
      "file_type": "rationale",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/base_client.py",
      "source_location": "L192",
      "_origin": "ast",
      "community": 44,
      "norm_label": "validate google credentials are configured.",
      "community_name": "Async API Client",
      "id": "custom_skills_32_seo_crawl_budget_code_scripts_base_client_py_scripts_base_client_rationale_192"
    },
    {
      "label": "Get required environment variable or raise error.",
      "file_type": "rationale",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/base_client.py",
      "source_location": "L199",
      "_origin": "ast",
      "community": 44,
      "norm_label": "get required environment variable or raise error.",
      "community_name": "Async API Client",
      "id": "custom_skills_32_seo_crawl_budget_code_scripts_base_client_py_scripts_base_client_rationale_199"
    },
    {
      "label": "crawl_budget_analyzer.py",
      "file_type": "code",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/crawl_budget_analyzer.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 94,
      "norm_label": "crawl_budget_analyzer.py",
      "community_name": "Crawl Waste Analyzer",
      "id": "scripts_crawl_budget_analyzer"
    },
    {
      "label": "CrawlWaste",
      "file_type": "code",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/crawl_budget_analyzer.py",
      "source_location": "L52",
      "_origin": "ast",
      "community": 50,
      "norm_label": "crawlwaste",
      "community_name": "Crawl Budget Analysis",
      "id": "scripts_crawl_budget_analyzer_crawlwaste"
    },
    {
      "label": ".to_dict()",
      "file_type": "code",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/crawl_budget_analyzer.py",
      "source_location": "L60",
      "_origin": "ast",
      "community": 50,
      "norm_label": ".to_dict()",
      "community_name": "Crawl Budget Analysis",
      "id": "scripts_crawl_budget_analyzer_crawlwaste_to_dict"
    },
    {
      "label": "OrphanPage",
      "file_type": "code",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/crawl_budget_analyzer.py",
      "source_location": "L71",
      "_origin": "ast",
      "community": 94,
      "norm_label": "orphanpage",
      "community_name": "Crawl Waste Analyzer",
      "id": "scripts_crawl_budget_analyzer_orphanpage"
    },
    {
      "label": ".to_dict()",
      "file_type": "code",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/crawl_budget_analyzer.py",
      "source_location": "L78",
      "_origin": "ast",
      "community": 94,
      "norm_label": ".to_dict()",
      "community_name": "Crawl Waste Analyzer",
      "id": "scripts_crawl_budget_analyzer_orphanpage_to_dict"
    },
    {
      "label": "BotProfile",
      "file_type": "code",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/crawl_budget_analyzer.py",
      "source_location": "L83",
      "_origin": "ast",
      "community": 94,
      "norm_label": "botprofile",
      "community_name": "Crawl Waste Analyzer",
      "id": "scripts_crawl_budget_analyzer_botprofile"
    },
    {
      "label": ".to_dict()",
      "file_type": "code",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/crawl_budget_analyzer.py",
      "source_location": "L95",
      "_origin": "ast",
      "community": 94,
      "norm_label": ".to_dict()",
      "community_name": "Crawl Waste Analyzer",
      "id": "scripts_crawl_budget_analyzer_botprofile_to_dict"
    },
    {
      "label": "CrawlRecommendation",
      "file_type": "code",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/crawl_budget_analyzer.py",
      "source_location": "L110",
      "_origin": "ast",
      "community": 94,
      "norm_label": "crawlrecommendation",
      "community_name": "Crawl Waste Analyzer",
      "id": "scripts_crawl_budget_analyzer_crawlrecommendation"
    },
    {
      "label": ".to_dict()",
      "file_type": "code",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/crawl_budget_analyzer.py",
      "source_location": "L118",
      "_origin": "ast",
      "community": 94,
      "norm_label": ".to_dict()",
      "community_name": "Crawl Waste Analyzer",
      "id": "scripts_crawl_budget_analyzer_crawlrecommendation_to_dict"
    },
    {
      "label": "CrawlBudgetResult",
      "file_type": "code",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/crawl_budget_analyzer.py",
      "source_location": "L123",
      "_origin": "ast",
      "community": 94,
      "norm_label": "crawlbudgetresult",
      "community_name": "Crawl Waste Analyzer",
      "id": "scripts_crawl_budget_analyzer_crawlbudgetresult"
    },
    {
      "label": ".to_dict()",
      "file_type": "code",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/crawl_budget_analyzer.py",
      "source_location": "L136",
      "_origin": "ast",
      "community": 94,
      "norm_label": ".to_dict()",
      "community_name": "Crawl Waste Analyzer",
      "id": "scripts_crawl_budget_analyzer_crawlbudgetresult_to_dict"
    },
    {
      "label": "CrawlBudgetAnalyzer",
      "file_type": "code",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/crawl_budget_analyzer.py",
      "source_location": "L158",
      "_origin": "ast",
      "community": 50,
      "norm_label": "crawlbudgetanalyzer",
      "community_name": "Crawl Budget Analysis",
      "id": "scripts_crawl_budget_analyzer_crawlbudgetanalyzer"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/crawl_budget_analyzer.py",
      "source_location": "L161",
      "_origin": "ast",
      "community": 50,
      "norm_label": ".__init__()",
      "community_name": "Crawl Budget Analysis",
      "id": "scripts_crawl_budget_analyzer_crawlbudgetanalyzer_init"
    },
    {
      "label": ".load_log_data()",
      "file_type": "code",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/crawl_budget_analyzer.py",
      "source_location": "L175",
      "_origin": "ast",
      "community": 50,
      "norm_label": ".load_log_data()",
      "community_name": "Crawl Budget Analysis",
      "id": "scripts_crawl_budget_analyzer_crawlbudgetanalyzer_load_log_data"
    },
    {
      "label": "LogEntry",
      "file_type": "code",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/crawl_budget_analyzer.py",
      "source_location": "L175",
      "_origin": "ast",
      "community": 50,
      "norm_label": "logentry",
      "community_name": "Crawl Budget Analysis",
      "id": "logentry"
    },
    {
      "label": "BotIdentification",
      "file_type": "code",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/crawl_budget_analyzer.py",
      "source_location": "L175",
      "_origin": "ast",
      "community": 50,
      "norm_label": "botidentification",
      "community_name": "Crawl Budget Analysis",
      "id": "botidentification"
    },
    {
      "label": ".load_sitemap_urls()",
      "file_type": "code",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/crawl_budget_analyzer.py",
      "source_location": "L183",
      "_origin": "ast",
      "community": 50,
      "norm_label": ".load_sitemap_urls()",
      "community_name": "Crawl Budget Analysis",
      "id": "scripts_crawl_budget_analyzer_crawlbudgetanalyzer_load_sitemap_urls"
    },
    {
      "label": "._fetch_sitemap_child()",
      "file_type": "code",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/crawl_budget_analyzer.py",
      "source_location": "L214",
      "_origin": "ast",
      "community": 50,
      "norm_label": "._fetch_sitemap_child()",
      "community_name": "Crawl Budget Analysis",
      "id": "scripts_crawl_budget_analyzer_crawlbudgetanalyzer_fetch_sitemap_child"
    },
    {
      "label": "._normalize_url()",
      "file_type": "code",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/crawl_budget_analyzer.py",
      "source_location": "L232",
      "_origin": "ast",
      "community": 50,
      "norm_label": "._normalize_url()",
      "community_name": "Crawl Budget Analysis",
      "id": "scripts_crawl_budget_analyzer_crawlbudgetanalyzer_normalize_url"
    },
    {
      "label": ".identify_parameter_waste()",
      "file_type": "code",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/crawl_budget_analyzer.py",
      "source_location": "L240",
      "_origin": "ast",
      "community": 50,
      "norm_label": ".identify_parameter_waste()",
      "community_name": "Crawl Budget Analysis",
      "id": "scripts_crawl_budget_analyzer_crawlbudgetanalyzer_identify_parameter_waste"
    },
    {
      "label": ".identify_redirect_chains()",
      "file_type": "code",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/crawl_budget_analyzer.py",
      "source_location": "L283",
      "_origin": "ast",
      "community": 50,
      "norm_label": ".identify_redirect_chains()",
      "community_name": "Crawl Budget Analysis",
      "id": "scripts_crawl_budget_analyzer_crawlbudgetanalyzer_identify_redirect_chains"
    },
    {
      "label": ".identify_soft_404s()",
      "file_type": "code",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/crawl_budget_analyzer.py",
      "source_location": "L312",
      "_origin": "ast",
      "community": 50,
      "norm_label": ".identify_soft_404s()",
      "community_name": "Crawl Budget Analysis",
      "id": "scripts_crawl_budget_analyzer_crawlbudgetanalyzer_identify_soft_404s"
    },
    {
      "label": ".identify_duplicate_crawls()",
      "file_type": "code",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/crawl_budget_analyzer.py",
      "source_location": "L337",
      "_origin": "ast",
      "community": 50,
      "norm_label": ".identify_duplicate_crawls()",
      "community_name": "Crawl Budget Analysis",
      "id": "scripts_crawl_budget_analyzer_crawlbudgetanalyzer_identify_duplicate_crawls"
    },
    {
      "label": ".profile_bots()",
      "file_type": "code",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/crawl_budget_analyzer.py",
      "source_location": "L377",
      "_origin": "ast",
      "community": 50,
      "norm_label": ".profile_bots()",
      "community_name": "Crawl Budget Analysis",
      "id": "scripts_crawl_budget_analyzer_crawlbudgetanalyzer_profile_bots"
    },
    {
      "label": ".detect_orphan_pages()",
      "file_type": "code",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/crawl_budget_analyzer.py",
      "source_location": "L425",
      "_origin": "ast",
      "community": 50,
      "norm_label": ".detect_orphan_pages()",
      "community_name": "Crawl Budget Analysis",
      "id": "scripts_crawl_budget_analyzer_crawlbudgetanalyzer_detect_orphan_pages"
    },
    {
      "label": ".calculate_efficiency_score()",
      "file_type": "code",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/crawl_budget_analyzer.py",
      "source_location": "L448",
      "_origin": "ast",
      "community": 50,
      "norm_label": ".calculate_efficiency_score()",
      "community_name": "Crawl Budget Analysis",
      "id": "scripts_crawl_budget_analyzer_crawlbudgetanalyzer_calculate_efficiency_score"
    },
    {
      "label": ".generate_recommendations()",
      "file_type": "code",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/crawl_budget_analyzer.py",
      "source_location": "L455",
      "_origin": "ast",
      "community": 94,
      "norm_label": ".generate_recommendations()",
      "community_name": "Crawl Waste Analyzer",
      "id": "scripts_crawl_budget_analyzer_crawlbudgetanalyzer_generate_recommendations"
    },
    {
      "label": ".analyze()",
      "file_type": "code",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/crawl_budget_analyzer.py",
      "source_location": "L577",
      "_origin": "ast",
      "community": 50,
      "norm_label": ".analyze()",
      "community_name": "Crawl Budget Analysis",
      "id": "scripts_crawl_budget_analyzer_crawlbudgetanalyzer_analyze"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/crawl_budget_analyzer.py",
      "source_location": "L653",
      "_origin": "ast",
      "community": 94,
      "norm_label": "main()",
      "community_name": "Crawl Waste Analyzer",
      "id": "scripts_crawl_budget_analyzer_main"
    },
    {
      "label": "_format_text_report()",
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    },
    {
      "label": "Crawl Budget Analyzer - Identify crawl waste and generate recommendations ======",
      "file_type": "rationale",
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      "_origin": "ast",
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      "norm_label": "crawl budget analyzer - identify crawl waste and generate recommendations ======",
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      "id": "scripts_crawl_budget_analyzer_rationale_1"
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      "label": "A category of crawl budget waste.",
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      "community": 50,
      "norm_label": "a category of crawl budget waste.",
      "community_name": "Crawl Budget Analysis",
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    {
      "label": "A page that is either in the sitemap but uncrawled, or crawled but not in sitema",
      "file_type": "rationale",
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      "label": "Per-bot crawl behavior profile.",
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      "norm_label": "per-bot crawl behavior profile.",
      "community_name": "Crawl Waste Analyzer",
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    {
      "label": "A single optimization recommendation.",
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      "_origin": "ast",
      "community": 94,
      "norm_label": "a single optimization recommendation.",
      "community_name": "Crawl Waste Analyzer",
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    {
      "label": "Complete crawl budget analysis result.",
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      "community": 94,
      "norm_label": "complete crawl budget analysis result.",
      "community_name": "Crawl Waste Analyzer",
      "id": "scripts_crawl_budget_analyzer_rationale_124"
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      "label": "Analyze crawl budget efficiency from server access logs.",
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      "community": 50,
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      "community_name": "Crawl Budget Analysis",
      "id": "scripts_crawl_budget_analyzer_rationale_159"
    },
    {
      "label": "Use LogParser to load all bot requests from the log file.",
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      "label": "Fetch and parse an XML sitemap, returning the set of URLs.",
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      "label": "Fetch a child sitemap from a sitemap index.",
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      "_origin": "ast",
      "community": 50,
      "norm_label": "fetch a child sitemap from a sitemap index.",
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    {
      "label": "Normalize a URL by removing trailing slash and lowercasing the scheme/host.",
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      "norm_label": "normalize a url by removing trailing slash and lowercasing the scheme/host.",
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    },
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      "label": "Find URLs with unnecessary query parameters wasting crawl budget.",
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      "community": 50,
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      "community_name": "Crawl Budget Analysis",
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    },
    {
      "label": "Find URLs that repeatedly return redirect status codes.",
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      "community": 50,
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      "community_name": "Crawl Budget Analysis",
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      "label": "Find 200-status pages with suspiciously small response sizes.",
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      "_origin": "ast",
      "community": 50,
      "norm_label": "find 200-status pages with suspiciously small response sizes.",
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      "label": "Find duplicate URL variants: www/non-www, trailing slash, etc.",
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      "_origin": "ast",
      "community": 50,
      "norm_label": "find duplicate url variants: www/non-www, trailing slash, etc.",
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      "label": "Generate per-bot behavior profiles.",
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      "community": 50,
      "norm_label": "generate per-bot behavior profiles.",
      "community_name": "Crawl Budget Analysis",
      "id": "scripts_crawl_budget_analyzer_rationale_381"
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    {
      "label": "Compare crawled URLs with sitemap URLs to find orphans.",
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      "community": 50,
      "norm_label": "compare crawled urls with sitemap urls to find orphans.",
      "community_name": "Crawl Budget Analysis",
      "id": "scripts_crawl_budget_analyzer_rationale_430"
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    {
      "label": "Calculate crawl efficiency score: 100 - waste%, capped at [0, 100].",
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      "_origin": "ast",
      "community": 50,
      "norm_label": "calculate crawl efficiency score: 100 - waste%, capped at [0, 100].",
      "community_name": "Crawl Budget Analysis",
      "id": "scripts_crawl_budget_analyzer_rationale_449"
    },
    {
      "label": "Generate prioritized crawl budget optimization recommendations.",
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      "community": 94,
      "norm_label": "generate prioritized crawl budget optimization recommendations.",
      "community_name": "Crawl Waste Analyzer",
      "id": "scripts_crawl_budget_analyzer_rationale_461"
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      "label": "Orchestrate the full crawl budget analysis.",
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      "community": 50,
      "norm_label": "orchestrate the full crawl budget analysis.",
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      "label": "Format the analysis result as a human-readable text report.",
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      "norm_label": "format the analysis result as a human-readable text report.",
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      "norm_label": "log_parser.py",
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      "community": 89,
      "norm_label": "logentry",
      "community_name": "Server Log Parser",
      "id": "scripts_log_parser_logentry"
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      "label": ".to_dict()",
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      "norm_label": ".to_dict()",
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      "label": "BotIdentification",
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      "community": 94,
      "norm_label": "botidentification",
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      "id": "scripts_log_parser_botidentification"
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      "label": "BotStats",
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      "community": 99,
      "norm_label": "botstats",
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      "id": "scripts_log_parser_botstats"
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      "label": ".to_dict()",
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      "source_location": "L140",
      "_origin": "ast",
      "community": 99,
      "norm_label": ".to_dict()",
      "community_name": "Server Log Parser",
      "id": "scripts_log_parser_botstats_to_dict"
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    {
      "label": "LogParseResult",
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      "norm_label": "logparseresult",
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      "id": "scripts_log_parser_logparseresult"
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      "norm_label": ".to_dict()",
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      "label": "LogParser",
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      "norm_label": "logparser",
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      "norm_label": "._detect_format()",
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      "label": "._parse_nginx_combined()",
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      "norm_label": "._parse_nginx_combined()",
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      "label": "._parse_cloudfront()",
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      "norm_label": "._parse_cloudfront()",
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      "norm_label": "a single parsed log entry.",
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      "norm_label": "bot identification result.",
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    {
      "label": "Aggregated statistics for a single bot.",
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    {
      "label": "Complete log parsing result.",
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      "community": 99,
      "norm_label": "complete log parsing result.",
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    {
      "label": "Parse server access logs and identify search engine bot traffic.",
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      "_origin": "ast",
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      "norm_label": "parse server access logs and identify search engine bot traffic.",
      "community_name": "Server Log Parser",
      "id": "scripts_log_parser_rationale_183"
    },
    {
      "label": "Auto-detect log format from a sample line.",
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      "source_location": "L200",
      "_origin": "ast",
      "community": 89,
      "norm_label": "auto-detect log format from a sample line.",
      "community_name": "Server Log Parser",
      "id": "scripts_log_parser_rationale_200"
    },
    {
      "label": "Parse a single Nginx combined format log line.",
      "file_type": "rationale",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/log_parser.py",
      "source_location": "L215",
      "_origin": "ast",
      "community": 89,
      "norm_label": "parse a single nginx combined format log line.",
      "community_name": "Server Log Parser",
      "id": "scripts_log_parser_rationale_215"
    },
    {
      "label": "Parse a single Apache combined format log line.",
      "file_type": "rationale",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/log_parser.py",
      "source_location": "L238",
      "_origin": "ast",
      "community": 89,
      "norm_label": "parse a single apache combined format log line.",
      "community_name": "Server Log Parser",
      "id": "scripts_log_parser_rationale_238"
    },
    {
      "label": "Parse a CloudFront tab-separated log line.",
      "file_type": "rationale",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/log_parser.py",
      "source_location": "L261",
      "_origin": "ast",
      "community": 89,
      "norm_label": "parse a cloudfront tab-separated log line.",
      "community_name": "Server Log Parser",
      "id": "scripts_log_parser_rationale_261"
    },
    {
      "label": "Route to the correct parser based on format.",
      "file_type": "rationale",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/log_parser.py",
      "source_location": "L299",
      "_origin": "ast",
      "community": 89,
      "norm_label": "route to the correct parser based on format.",
      "community_name": "Server Log Parser",
      "id": "scripts_log_parser_rationale_299"
    },
    {
      "label": "Match user-agent against known bot patterns.",
      "file_type": "rationale",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/log_parser.py",
      "source_location": "L312",
      "_origin": "ast",
      "community": 89,
      "norm_label": "match user-agent against known bot patterns.",
      "community_name": "Server Log Parser",
      "id": "scripts_log_parser_rationale_312"
    },
    {
      "label": "Open plain text, .gz, or .bz2 log files.",
      "file_type": "rationale",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/log_parser.py",
      "source_location": "L338",
      "_origin": "ast",
      "community": 89,
      "norm_label": "open plain text, .gz, or .bz2 log files.",
      "community_name": "Server Log Parser",
      "id": "scripts_log_parser_rationale_338"
    },
    {
      "label": "Generator-based streaming parser for large files.",
      "file_type": "rationale",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/log_parser.py",
      "source_location": "L352",
      "_origin": "ast",
      "community": 89,
      "norm_label": "generator-based streaming parser for large files.",
      "community_name": "Server Log Parser",
      "id": "scripts_log_parser_rationale_352"
    },
    {
      "label": "Full parse with optional date and bot filters.",
      "file_type": "rationale",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/log_parser.py",
      "source_location": "L387",
      "_origin": "ast",
      "community": 99,
      "norm_label": "full parse with optional date and bot filters.",
      "community_name": "Server Log Parser",
      "id": "scripts_log_parser_rationale_387"
    },
    {
      "label": "Aggregate per-bot statistics from parsed entries.",
      "file_type": "rationale",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/log_parser.py",
      "source_location": "L403",
      "_origin": "ast",
      "community": 99,
      "norm_label": "aggregate per-bot statistics from parsed entries.",
      "community_name": "Server Log Parser",
      "id": "scripts_log_parser_rationale_403"
    },
    {
      "label": "Orchestrate parsing and statistics generation.",
      "file_type": "rationale",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/log_parser.py",
      "source_location": "L448",
      "_origin": "ast",
      "community": 99,
      "norm_label": "orchestrate parsing and statistics generation.",
      "community_name": "Server Log Parser",
      "id": "scripts_log_parser_rationale_448"
    },
    {
      "label": "Parse a date string in YYYY-MM-DD format.",
      "file_type": "rationale",
      "source_file": "custom-skills/32-seo-crawl-budget/code/scripts/log_parser.py",
      "source_location": "L487",
      "_origin": "ast",
      "community": 99,
      "norm_label": "parse a date string in yyyy-mm-dd format.",
      "community_name": "Server Log Parser",
      "id": "scripts_log_parser_rationale_487"
    },
    {
      "label": "base_client.py",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/base_client.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 91,
      "norm_label": "base_client.py",
      "community_name": "Configured Async Client",
      "id": "custom_skills_33_seo_migration_planner_code_scripts_base_client_py_scripts_base_client"
    },
    {
      "label": "RateLimiter",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/base_client.py",
      "source_location": "L35",
      "_origin": "ast",
      "community": 91,
      "norm_label": "ratelimiter",
      "community_name": "Configured Async Client",
      "id": "custom_skills_33_seo_migration_planner_code_scripts_base_client_py_scripts_base_client_ratelimiter"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/base_client.py",
      "source_location": "L38",
      "_origin": "ast",
      "community": 91,
      "norm_label": ".__init__()",
      "community_name": "Configured Async Client",
      "id": "custom_skills_33_seo_migration_planner_code_scripts_base_client_py_scripts_base_client_ratelimiter_init"
    },
    {
      "label": ".acquire()",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/base_client.py",
      "source_location": "L45",
      "_origin": "ast",
      "community": 91,
      "norm_label": ".acquire()",
      "community_name": "Configured Async Client",
      "id": "custom_skills_33_seo_migration_planner_code_scripts_base_client_py_scripts_base_client_ratelimiter_acquire"
    },
    {
      "label": "BaseAsyncClient",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/base_client.py",
      "source_location": "L60",
      "_origin": "ast",
      "community": 91,
      "norm_label": "baseasyncclient",
      "community_name": "Configured Async Client",
      "id": "custom_skills_33_seo_migration_planner_code_scripts_base_client_py_scripts_base_client_baseasyncclient"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/base_client.py",
      "source_location": "L63",
      "_origin": "ast",
      "community": 91,
      "norm_label": ".__init__()",
      "community_name": "Configured Async Client",
      "id": "custom_skills_33_seo_migration_planner_code_scripts_base_client_py_scripts_base_client_baseasyncclient_init"
    },
    {
      "label": "Logger",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/base_client.py",
      "source_location": "L63",
      "_origin": "ast",
      "community": 91,
      "norm_label": "logger",
      "community_name": "Configured Async Client",
      "id": "custom_skills_33_seo_migration_planner_code_scripts_base_client_py_logger"
    },
    {
      "label": "._rate_limited_request()",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/base_client.py",
      "source_location": "L84",
      "_origin": "ast",
      "community": 91,
      "norm_label": "._rate_limited_request()",
      "community_name": "Configured Async Client",
      "id": "custom_skills_33_seo_migration_planner_code_scripts_base_client_py_scripts_base_client_baseasyncclient_rate_limited_request"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/base_client.py",
      "source_location": "L84",
      "_origin": "ast",
      "community": 91,
      "norm_label": "any",
      "community_name": "Configured Async Client",
      "id": "custom_skills_33_seo_migration_planner_code_scripts_base_client_py_any"
    },
    {
      "label": ".batch_requests()",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/base_client.py",
      "source_location": "L100",
      "_origin": "ast",
      "community": 91,
      "norm_label": ".batch_requests()",
      "community_name": "Configured Async Client",
      "id": "custom_skills_33_seo_migration_planner_code_scripts_base_client_py_scripts_base_client_baseasyncclient_batch_requests"
    },
    {
      "label": ".print_stats()",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/base_client.py",
      "source_location": "L128",
      "_origin": "ast",
      "community": 91,
      "norm_label": ".print_stats()",
      "community_name": "Configured Async Client",
      "id": "custom_skills_33_seo_migration_planner_code_scripts_base_client_py_scripts_base_client_baseasyncclient_print_stats"
    },
    {
      "label": "ConfigManager",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/base_client.py",
      "source_location": "L137",
      "_origin": "ast",
      "community": 91,
      "norm_label": "configmanager",
      "community_name": "Configured Async Client",
      "id": "custom_skills_33_seo_migration_planner_code_scripts_base_client_py_scripts_base_client_configmanager"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/base_client.py",
      "source_location": "L140",
      "_origin": "ast",
      "community": 91,
      "norm_label": ".__init__()",
      "community_name": "Configured Async Client",
      "id": "custom_skills_33_seo_migration_planner_code_scripts_base_client_py_scripts_base_client_configmanager_init"
    },
    {
      "label": ".google_credentials_path()",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/base_client.py",
      "source_location": "L144",
      "_origin": "ast",
      "community": 91,
      "norm_label": ".google_credentials_path()",
      "community_name": "Configured Async Client",
      "id": "custom_skills_33_seo_migration_planner_code_scripts_base_client_py_scripts_base_client_configmanager_google_credentials_path"
    },
    {
      "label": ".pagespeed_api_key()",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/base_client.py",
      "source_location": "L151",
      "_origin": "ast",
      "community": 91,
      "norm_label": ".pagespeed_api_key()",
      "community_name": "Configured Async Client",
      "id": "custom_skills_33_seo_migration_planner_code_scripts_base_client_py_scripts_base_client_configmanager_pagespeed_api_key"
    },
    {
      "label": ".notion_token()",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/base_client.py",
      "source_location": "L155",
      "_origin": "ast",
      "community": 91,
      "norm_label": ".notion_token()",
      "community_name": "Configured Async Client",
      "id": "custom_skills_33_seo_migration_planner_code_scripts_base_client_py_scripts_base_client_configmanager_notion_token"
    },
    {
      "label": ".validate_google_credentials()",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/base_client.py",
      "source_location": "L158",
      "_origin": "ast",
      "community": 91,
      "norm_label": ".validate_google_credentials()",
      "community_name": "Configured Async Client",
      "id": "custom_skills_33_seo_migration_planner_code_scripts_base_client_py_scripts_base_client_configmanager_validate_google_credentials"
    },
    {
      "label": ".get_required()",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/base_client.py",
      "source_location": "L164",
      "_origin": "ast",
      "community": 91,
      "norm_label": ".get_required()",
      "community_name": "Configured Async Client",
      "id": "custom_skills_33_seo_migration_planner_code_scripts_base_client_py_scripts_base_client_configmanager_get_required"
    },
    {
      "label": "Base Client - Shared async client utilities ====================================",
      "file_type": "rationale",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/base_client.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 91,
      "norm_label": "base client - shared async client utilities ====================================",
      "community_name": "Configured Async Client",
      "id": "custom_skills_33_seo_migration_planner_code_scripts_base_client_py_scripts_base_client_rationale_1"
    },
    {
      "label": "Rate limiter using token bucket algorithm.",
      "file_type": "rationale",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/base_client.py",
      "source_location": "L36",
      "_origin": "ast",
      "community": 91,
      "norm_label": "rate limiter using token bucket algorithm.",
      "community_name": "Configured Async Client",
      "id": "custom_skills_33_seo_migration_planner_code_scripts_base_client_py_scripts_base_client_rationale_36"
    },
    {
      "label": "Base class for async API clients with rate limiting.",
      "file_type": "rationale",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/base_client.py",
      "source_location": "L61",
      "_origin": "ast",
      "community": 91,
      "norm_label": "base class for async api clients with rate limiting.",
      "community_name": "Configured Async Client",
      "id": "scripts_base_client_rationale_61"
    },
    {
      "label": "Manage API configuration and credentials.",
      "file_type": "rationale",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/base_client.py",
      "source_location": "L138",
      "_origin": "ast",
      "community": 91,
      "norm_label": "manage api configuration and credentials.",
      "community_name": "Configured Async Client",
      "id": "scripts_base_client_rationale_138"
    },
    {
      "label": "migration_monitor.py",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_monitor.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 17,
      "norm_label": "migration_monitor.py",
      "community_name": "Site Migration Monitor",
      "id": "scripts_migration_monitor"
    },
    {
      "label": "TrafficComparison",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_monitor.py",
      "source_location": "L33",
      "_origin": "ast",
      "community": 17,
      "norm_label": "trafficcomparison",
      "community_name": "Site Migration Monitor",
      "id": "scripts_migration_monitor_trafficcomparison"
    },
    {
      "label": "RedirectHealth",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_monitor.py",
      "source_location": "L44",
      "_origin": "ast",
      "community": 17,
      "norm_label": "redirecthealth",
      "community_name": "Site Migration Monitor",
      "id": "scripts_migration_monitor_redirecthealth"
    },
    {
      "label": "IndexationStatus",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_monitor.py",
      "source_location": "L56",
      "_origin": "ast",
      "community": 17,
      "norm_label": "indexationstatus",
      "community_name": "Site Migration Monitor",
      "id": "scripts_migration_monitor_indexationstatus"
    },
    {
      "label": "RankingChange",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_monitor.py",
      "source_location": "L67",
      "_origin": "ast",
      "community": 17,
      "norm_label": "rankingchange",
      "community_name": "Site Migration Monitor",
      "id": "scripts_migration_monitor_rankingchange"
    },
    {
      "label": "MigrationAlert",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_monitor.py",
      "source_location": "L78",
      "_origin": "ast",
      "community": 17,
      "norm_label": "migrationalert",
      "community_name": "Site Migration Monitor",
      "id": "scripts_migration_monitor_migrationalert"
    },
    {
      "label": "MigrationReport",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_monitor.py",
      "source_location": "L89",
      "_origin": "ast",
      "community": 17,
      "norm_label": "migrationreport",
      "community_name": "Site Migration Monitor",
      "id": "scripts_migration_monitor_migrationreport"
    },
    {
      "label": "MigrationMonitor",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_monitor.py",
      "source_location": "L108",
      "_origin": "ast",
      "community": 17,
      "norm_label": "migrationmonitor",
      "community_name": "Site Migration Monitor",
      "id": "scripts_migration_monitor_migrationmonitor"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_monitor.py",
      "source_location": "L117",
      "_origin": "ast",
      "community": 17,
      "norm_label": ".__init__()",
      "community_name": "Site Migration Monitor",
      "id": "scripts_migration_monitor_migrationmonitor_init"
    },
    {
      "label": "._extract_domain()",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_monitor.py",
      "source_location": "L121",
      "_origin": "ast",
      "community": 17,
      "norm_label": "._extract_domain()",
      "community_name": "Site Migration Monitor",
      "id": "scripts_migration_monitor_migrationmonitor_extract_domain"
    },
    {
      "label": "._call_ahrefs()",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_monitor.py",
      "source_location": "L128",
      "_origin": "ast",
      "community": 17,
      "norm_label": "._call_ahrefs()",
      "community_name": "Site Migration Monitor",
      "id": "scripts_migration_monitor_migrationmonitor_call_ahrefs"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_monitor.py",
      "source_location": "L128",
      "_origin": "ast",
      "community": 17,
      "norm_label": "any",
      "community_name": "Site Migration Monitor",
      "id": "custom_skills_33_seo_migration_planner_code_scripts_migration_monitor_py_any"
    },
    {
      "label": "._call_firecrawl()",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_monitor.py",
      "source_location": "L133",
      "_origin": "ast",
      "community": 17,
      "norm_label": "._call_firecrawl()",
      "community_name": "Site Migration Monitor",
      "id": "scripts_migration_monitor_migrationmonitor_call_firecrawl"
    },
    {
      "label": ".compare_traffic()",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_monitor.py",
      "source_location": "L142",
      "_origin": "ast",
      "community": 17,
      "norm_label": ".compare_traffic()",
      "community_name": "Site Migration Monitor",
      "id": "scripts_migration_monitor_migrationmonitor_compare_traffic"
    },
    {
      "label": ".check_redirects()",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_monitor.py",
      "source_location": "L245",
      "_origin": "ast",
      "community": 17,
      "norm_label": ".check_redirects()",
      "community_name": "Site Migration Monitor",
      "id": "scripts_migration_monitor_migrationmonitor_check_redirects"
    },
    {
      "label": ".track_indexation()",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_monitor.py",
      "source_location": "L303",
      "_origin": "ast",
      "community": 17,
      "norm_label": ".track_indexation()",
      "community_name": "Site Migration Monitor",
      "id": "scripts_migration_monitor_migrationmonitor_track_indexation"
    },
    {
      "label": ".track_rankings()",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_monitor.py",
      "source_location": "L364",
      "_origin": "ast",
      "community": 17,
      "norm_label": ".track_rankings()",
      "community_name": "Site Migration Monitor",
      "id": "scripts_migration_monitor_migrationmonitor_track_rankings"
    },
    {
      "label": ".estimate_recovery()",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_monitor.py",
      "source_location": "L417",
      "_origin": "ast",
      "community": 17,
      "norm_label": ".estimate_recovery()",
      "community_name": "Site Migration Monitor",
      "id": "scripts_migration_monitor_migrationmonitor_estimate_recovery"
    },
    {
      "label": ".generate_alerts()",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_monitor.py",
      "source_location": "L485",
      "_origin": "ast",
      "community": 17,
      "norm_label": ".generate_alerts()",
      "community_name": "Site Migration Monitor",
      "id": "scripts_migration_monitor_migrationmonitor_generate_alerts"
    },
    {
      "label": ".run()",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_monitor.py",
      "source_location": "L595",
      "_origin": "ast",
      "community": 17,
      "norm_label": ".run()",
      "community_name": "Site Migration Monitor",
      "id": "scripts_migration_monitor_migrationmonitor_run"
    },
    {
      "label": "_format_text_report()",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_monitor.py",
      "source_location": "L683",
      "_origin": "ast",
      "community": 17,
      "norm_label": "_format_text_report()",
      "community_name": "Site Migration Monitor",
      "id": "scripts_migration_monitor_format_text_report"
    },
    {
      "label": "_serialize_report()",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_monitor.py",
      "source_location": "L808",
      "_origin": "ast",
      "community": 17,
      "norm_label": "_serialize_report()",
      "community_name": "Site Migration Monitor",
      "id": "scripts_migration_monitor_serialize_report"
    },
    {
      "label": "parse_args()",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_monitor.py",
      "source_location": "L831",
      "_origin": "ast",
      "community": 17,
      "norm_label": "parse_args()",
      "community_name": "Site Migration Monitor",
      "id": "scripts_migration_monitor_parse_args"
    },
    {
      "label": "Namespace",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_monitor.py",
      "source_location": "L831",
      "_origin": "ast",
      "community": 17,
      "norm_label": "namespace",
      "community_name": "Site Migration Monitor",
      "id": "custom_skills_33_seo_migration_planner_code_scripts_migration_monitor_py_namespace"
    },
    {
      "label": "async_main()",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_monitor.py",
      "source_location": "L878",
      "_origin": "ast",
      "community": 17,
      "norm_label": "async_main()",
      "community_name": "Site Migration Monitor",
      "id": "scripts_migration_monitor_async_main"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_monitor.py",
      "source_location": "L903",
      "_origin": "ast",
      "community": 17,
      "norm_label": "main()",
      "community_name": "Site Migration Monitor",
      "id": "scripts_migration_monitor_main"
    },
    {
      "label": "Migration Monitor - Post-Migration Traffic & Indexation Monitoring =============",
      "file_type": "rationale",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_monitor.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 17,
      "norm_label": "migration monitor - post-migration traffic & indexation monitoring =============",
      "community_name": "Site Migration Monitor",
      "id": "scripts_migration_monitor_rationale_1"
    },
    {
      "label": "Traffic comparison between pre- and post-migration periods.",
      "file_type": "rationale",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_monitor.py",
      "source_location": "L34",
      "_origin": "ast",
      "community": 17,
      "norm_label": "traffic comparison between pre- and post-migration periods.",
      "community_name": "Site Migration Monitor",
      "id": "scripts_migration_monitor_rationale_34"
    },
    {
      "label": "Health status of a single redirect.",
      "file_type": "rationale",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_monitor.py",
      "source_location": "L45",
      "_origin": "ast",
      "community": 17,
      "norm_label": "health status of a single redirect.",
      "community_name": "Site Migration Monitor",
      "id": "scripts_migration_monitor_rationale_45"
    },
    {
      "label": "Indexation comparison before and after migration.",
      "file_type": "rationale",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_monitor.py",
      "source_location": "L57",
      "_origin": "ast",
      "community": 17,
      "norm_label": "indexation comparison before and after migration.",
      "community_name": "Site Migration Monitor",
      "id": "scripts_migration_monitor_rationale_57"
    },
    {
      "label": "Ranking change for a keyword.",
      "file_type": "rationale",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_monitor.py",
      "source_location": "L68",
      "_origin": "ast",
      "community": 17,
      "norm_label": "ranking change for a keyword.",
      "community_name": "Site Migration Monitor",
      "id": "scripts_migration_monitor_rationale_68"
    },
    {
      "label": "Alert for significant post-migration issues.",
      "file_type": "rationale",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_monitor.py",
      "source_location": "L79",
      "_origin": "ast",
      "community": 17,
      "norm_label": "alert for significant post-migration issues.",
      "community_name": "Site Migration Monitor",
      "id": "scripts_migration_monitor_rationale_79"
    },
    {
      "label": "Complete post-migration monitoring report.",
      "file_type": "rationale",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_monitor.py",
      "source_location": "L90",
      "_origin": "ast",
      "community": 17,
      "norm_label": "complete post-migration monitoring report.",
      "community_name": "Site Migration Monitor",
      "id": "scripts_migration_monitor_rationale_90"
    },
    {
      "label": "Monitors post-migration SEO health using Ahrefs and Firecrawl MCP tools.",
      "file_type": "rationale",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_monitor.py",
      "source_location": "L109",
      "_origin": "ast",
      "community": 17,
      "norm_label": "monitors post-migration seo health using ahrefs and firecrawl mcp tools.",
      "community_name": "Site Migration Monitor",
      "id": "scripts_migration_monitor_rationale_109"
    },
    {
      "label": "Extract bare domain from URL or return as-is if already bare.",
      "file_type": "rationale",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_monitor.py",
      "source_location": "L122",
      "_origin": "ast",
      "community": 17,
      "norm_label": "extract bare domain from url or return as-is if already bare.",
      "community_name": "Site Migration Monitor",
      "id": "scripts_migration_monitor_rationale_122"
    },
    {
      "label": "Simulate Ahrefs MCP call. In production, routed via MCP bridge.",
      "file_type": "rationale",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_monitor.py",
      "source_location": "L129",
      "_origin": "ast",
      "community": 17,
      "norm_label": "simulate ahrefs mcp call. in production, routed via mcp bridge.",
      "community_name": "Site Migration Monitor",
      "id": "scripts_migration_monitor_rationale_129"
    },
    {
      "label": "Simulate Firecrawl MCP call. In production, routed via MCP bridge.",
      "file_type": "rationale",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_monitor.py",
      "source_location": "L134",
      "_origin": "ast",
      "community": 17,
      "norm_label": "simulate firecrawl mcp call. in production, routed via mcp bridge.",
      "community_name": "Site Migration Monitor",
      "id": "scripts_migration_monitor_rationale_134"
    },
    {
      "label": "Compare traffic before and after migration date.",
      "file_type": "rationale",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_monitor.py",
      "source_location": "L145",
      "_origin": "ast",
      "community": 17,
      "norm_label": "compare traffic before and after migration date.",
      "community_name": "Site Migration Monitor",
      "id": "scripts_migration_monitor_rationale_145"
    },
    {
      "label": "Verify redirect health: check for broken redirects, chains, and loops.",
      "file_type": "rationale",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_monitor.py",
      "source_location": "L248",
      "_origin": "ast",
      "community": 17,
      "norm_label": "verify redirect health: check for broken redirects, chains, and loops.",
      "community_name": "Site Migration Monitor",
      "id": "scripts_migration_monitor_rationale_248"
    },
    {
      "label": "Compare indexed pages before and after migration.",
      "file_type": "rationale",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_monitor.py",
      "source_location": "L306",
      "_origin": "ast",
      "community": 17,
      "norm_label": "compare indexed pages before and after migration.",
      "community_name": "Site Migration Monitor",
      "id": "scripts_migration_monitor_rationale_306"
    },
    {
      "label": "Track ranking changes for priority keywords.",
      "file_type": "rationale",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_monitor.py",
      "source_location": "L367",
      "_origin": "ast",
      "community": 17,
      "norm_label": "track ranking changes for priority keywords.",
      "community_name": "Site Migration Monitor",
      "id": "scripts_migration_monitor_rationale_367"
    },
    {
      "label": "Estimate recovery timeline based on traffic comparison data.",
      "file_type": "rationale",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_monitor.py",
      "source_location": "L420",
      "_origin": "ast",
      "community": 17,
      "norm_label": "estimate recovery timeline based on traffic comparison data.",
      "community_name": "Site Migration Monitor",
      "id": "scripts_migration_monitor_rationale_420"
    },
    {
      "label": "Generate alerts for significant post-migration issues.",
      "file_type": "rationale",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_monitor.py",
      "source_location": "L486",
      "_origin": "ast",
      "community": 17,
      "norm_label": "generate alerts for significant post-migration issues.",
      "community_name": "Site Migration Monitor",
      "id": "scripts_migration_monitor_rationale_486"
    },
    {
      "label": "Orchestrate full post-migration monitoring pipeline.",
      "file_type": "rationale",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_monitor.py",
      "source_location": "L602",
      "_origin": "ast",
      "community": 17,
      "norm_label": "orchestrate full post-migration monitoring pipeline.",
      "community_name": "Site Migration Monitor",
      "id": "scripts_migration_monitor_rationale_602"
    },
    {
      "label": "Format monitoring report as human-readable text.",
      "file_type": "rationale",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_monitor.py",
      "source_location": "L684",
      "_origin": "ast",
      "community": 11,
      "norm_label": "format monitoring report as human-readable text.",
      "community_name": "Site Migration Monitor",
      "id": "scripts_migration_monitor_rationale_684"
    },
    {
      "label": "Convert report to JSON-serializable dict.",
      "file_type": "rationale",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_monitor.py",
      "source_location": "L809",
      "_origin": "ast",
      "community": 17,
      "norm_label": "convert report to json-serializable dict.",
      "community_name": "Site Migration Monitor",
      "id": "scripts_migration_monitor_rationale_809"
    },
    {
      "label": "migration_planner.py",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_planner.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 6,
      "norm_label": "migration_planner.py",
      "community_name": "Migration Strategy Planner",
      "id": "scripts_migration_planner"
    },
    {
      "label": "MigrationURL",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_planner.py",
      "source_location": "L36",
      "_origin": "ast",
      "community": 6,
      "norm_label": "migrationurl",
      "community_name": "URL Migration Mapper",
      "id": "scripts_migration_planner_migrationurl"
    },
    {
      "label": "MigrationBaseline",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_planner.py",
      "source_location": "L49",
      "_origin": "ast",
      "community": 6,
      "norm_label": "migrationbaseline",
      "community_name": "Migration Strategy Planner",
      "id": "scripts_migration_planner_migrationbaseline"
    },
    {
      "label": "RedirectMap",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_planner.py",
      "source_location": "L61",
      "_origin": "ast",
      "community": 6,
      "norm_label": "redirectmap",
      "community_name": "URL Migration Mapper",
      "id": "scripts_migration_planner_redirectmap"
    },
    {
      "label": "RiskAssessment",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_planner.py",
      "source_location": "L71",
      "_origin": "ast",
      "community": 6,
      "norm_label": "riskassessment",
      "community_name": "Migration Strategy Planner",
      "id": "scripts_migration_planner_riskassessment"
    },
    {
      "label": "MigrationPlan",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_planner.py",
      "source_location": "L82",
      "_origin": "ast",
      "community": 6,
      "norm_label": "migrationplan",
      "community_name": "Migration Strategy Planner",
      "id": "scripts_migration_planner_migrationplan"
    },
    {
      "label": "MigrationPlanner",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_planner.py",
      "source_location": "L112",
      "_origin": "ast",
      "community": 6,
      "norm_label": "migrationplanner",
      "community_name": "Migration Planning Logic",
      "id": "scripts_migration_planner_migrationplanner"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_planner.py",
      "source_location": "L115",
      "_origin": "ast",
      "community": 6,
      "norm_label": ".__init__()",
      "community_name": "Migration Planning Logic",
      "id": "scripts_migration_planner_migrationplanner_init"
    },
    {
      "label": "._extract_domain()",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_planner.py",
      "source_location": "L119",
      "_origin": "ast",
      "community": 6,
      "norm_label": "._extract_domain()",
      "community_name": "Migration Planning Logic",
      "id": "scripts_migration_planner_migrationplanner_extract_domain"
    },
    {
      "label": "._normalize_url()",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_planner.py",
      "source_location": "L127",
      "_origin": "ast",
      "community": 6,
      "norm_label": "._normalize_url()",
      "community_name": "URL Migration Mapper",
      "id": "scripts_migration_planner_migrationplanner_normalize_url"
    },
    {
      "label": "._call_ahrefs()",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_planner.py",
      "source_location": "L137",
      "_origin": "ast",
      "community": 6,
      "norm_label": "._call_ahrefs()",
      "community_name": "Migration Planning Logic",
      "id": "scripts_migration_planner_migrationplanner_call_ahrefs"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_planner.py",
      "source_location": "L137",
      "_origin": "ast",
      "community": 6,
      "norm_label": "any",
      "community_name": "Migration Planning Logic",
      "id": "custom_skills_33_seo_migration_planner_code_scripts_migration_planner_py_any"
    },
    {
      "label": "._call_firecrawl()",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_planner.py",
      "source_location": "L142",
      "_origin": "ast",
      "community": 6,
      "norm_label": "._call_firecrawl()",
      "community_name": "Migration Planning Logic",
      "id": "scripts_migration_planner_migrationplanner_call_firecrawl"
    },
    {
      "label": ".crawl_url_inventory()",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_planner.py",
      "source_location": "L151",
      "_origin": "ast",
      "community": 6,
      "norm_label": ".crawl_url_inventory()",
      "community_name": "URL Migration Mapper",
      "id": "scripts_migration_planner_migrationplanner_crawl_url_inventory"
    },
    {
      "label": ".fetch_top_pages_baseline()",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_planner.py",
      "source_location": "L188",
      "_origin": "ast",
      "community": 6,
      "norm_label": ".fetch_top_pages_baseline()",
      "community_name": "Migration Planning Logic",
      "id": "scripts_migration_planner_migrationplanner_fetch_top_pages_baseline"
    },
    {
      "label": ".fetch_site_metrics()",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_planner.py",
      "source_location": "L214",
      "_origin": "ast",
      "community": 6,
      "norm_label": ".fetch_site_metrics()",
      "community_name": "Migration Planning Logic",
      "id": "scripts_migration_planner_migrationplanner_fetch_site_metrics"
    },
    {
      "label": ".fetch_page_backlinks()",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_planner.py",
      "source_location": "L234",
      "_origin": "ast",
      "community": 6,
      "norm_label": ".fetch_page_backlinks()",
      "community_name": "Migration Planning Logic",
      "id": "scripts_migration_planner_migrationplanner_fetch_page_backlinks"
    },
    {
      "label": ".fetch_page_keywords()",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_planner.py",
      "source_location": "L241",
      "_origin": "ast",
      "community": 6,
      "norm_label": ".fetch_page_keywords()",
      "community_name": "Migration Planning Logic",
      "id": "scripts_migration_planner_migrationplanner_fetch_page_keywords"
    },
    {
      "label": ".assess_url_risk()",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_planner.py",
      "source_location": "L253",
      "_origin": "ast",
      "community": 6,
      "norm_label": ".assess_url_risk()",
      "community_name": "URL Migration Mapper",
      "id": "scripts_migration_planner_migrationplanner_assess_url_risk"
    },
    {
      "label": ".classify_priority()",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_planner.py",
      "source_location": "L279",
      "_origin": "ast",
      "community": 6,
      "norm_label": ".classify_priority()",
      "community_name": "Migration Strategy Planner",
      "id": "scripts_migration_planner_migrationplanner_classify_priority"
    },
    {
      "label": ".generate_redirect_map()",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_planner.py",
      "source_location": "L294",
      "_origin": "ast",
      "community": 6,
      "norm_label": ".generate_redirect_map()",
      "community_name": "URL Migration Mapper",
      "id": "scripts_migration_planner_migrationplanner_generate_redirect_map"
    },
    {
      "label": ".generate_checklist()",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_planner.py",
      "source_location": "L358",
      "_origin": "ast",
      "community": 6,
      "norm_label": ".generate_checklist()",
      "community_name": "Migration Planning Logic",
      "id": "scripts_migration_planner_migrationplanner_generate_checklist"
    },
    {
      "label": ".run()",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_planner.py",
      "source_location": "L420",
      "_origin": "ast",
      "community": 6,
      "norm_label": ".run()",
      "community_name": "Migration Strategy Planner",
      "id": "scripts_migration_planner_migrationplanner_run"
    },
    {
      "label": "_format_text_report()",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_planner.py",
      "source_location": "L564",
      "_origin": "ast",
      "community": 6,
      "norm_label": "_format_text_report()",
      "community_name": "Migration Strategy Planner",
      "id": "scripts_migration_planner_format_text_report"
    },
    {
      "label": "_serialize_plan()",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_planner.py",
      "source_location": "L640",
      "_origin": "ast",
      "community": 6,
      "norm_label": "_serialize_plan()",
      "community_name": "Migration Strategy Planner",
      "id": "scripts_migration_planner_serialize_plan"
    },
    {
      "label": "parse_args()",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_planner.py",
      "source_location": "L674",
      "_origin": "ast",
      "community": 6,
      "norm_label": "parse_args()",
      "community_name": "Migration Strategy Planner",
      "id": "scripts_migration_planner_parse_args"
    },
    {
      "label": "Namespace",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_planner.py",
      "source_location": "L674",
      "_origin": "ast",
      "community": 6,
      "norm_label": "namespace",
      "community_name": "Migration Strategy Planner",
      "id": "custom_skills_33_seo_migration_planner_code_scripts_migration_planner_py_namespace"
    },
    {
      "label": "async_main()",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_planner.py",
      "source_location": "L719",
      "_origin": "ast",
      "community": 6,
      "norm_label": "async_main()",
      "community_name": "Migration Strategy Planner",
      "id": "scripts_migration_planner_async_main"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_planner.py",
      "source_location": "L748",
      "_origin": "ast",
      "community": 6,
      "norm_label": "main()",
      "community_name": "Migration Strategy Planner",
      "id": "scripts_migration_planner_main"
    },
    {
      "label": "Migration Planner - SEO Site Migration Planning ================================",
      "file_type": "rationale",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_planner.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 6,
      "norm_label": "migration planner - seo site migration planning ================================",
      "community_name": "Migration Strategy Planner",
      "id": "scripts_migration_planner_rationale_1"
    },
    {
      "label": "A single URL in the migration inventory with associated metrics.",
      "file_type": "rationale",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_planner.py",
      "source_location": "L37",
      "_origin": "ast",
      "community": 6,
      "norm_label": "a single url in the migration inventory with associated metrics.",
      "community_name": "URL Migration Mapper",
      "id": "scripts_migration_planner_rationale_37"
    },
    {
      "label": "Pre-migration baseline snapshot of the site.",
      "file_type": "rationale",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_planner.py",
      "source_location": "L50",
      "_origin": "ast",
      "community": 6,
      "norm_label": "pre-migration baseline snapshot of the site.",
      "community_name": "Migration Strategy Planner",
      "id": "scripts_migration_planner_rationale_50"
    },
    {
      "label": "A single redirect mapping entry.",
      "file_type": "rationale",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_planner.py",
      "source_location": "L62",
      "_origin": "ast",
      "community": 6,
      "norm_label": "a single redirect mapping entry.",
      "community_name": "URL Migration Mapper",
      "id": "scripts_migration_planner_rationale_62"
    },
    {
      "label": "Aggregated risk assessment for the migration.",
      "file_type": "rationale",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_planner.py",
      "source_location": "L72",
      "_origin": "ast",
      "community": 6,
      "norm_label": "aggregated risk assessment for the migration.",
      "community_name": "Migration Strategy Planner",
      "id": "scripts_migration_planner_rationale_72"
    },
    {
      "label": "Complete migration plan output.",
      "file_type": "rationale",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_planner.py",
      "source_location": "L83",
      "_origin": "ast",
      "community": 6,
      "norm_label": "complete migration plan output.",
      "community_name": "Migration Strategy Planner",
      "id": "scripts_migration_planner_rationale_83"
    },
    {
      "label": "Plans site migrations using Firecrawl for crawling and Ahrefs for SEO data.",
      "file_type": "rationale",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_planner.py",
      "source_location": "L113",
      "_origin": "ast",
      "community": 6,
      "norm_label": "plans site migrations using firecrawl for crawling and ahrefs for seo data.",
      "community_name": "Migration Planning Logic",
      "id": "scripts_migration_planner_rationale_113"
    },
    {
      "label": "Extract bare domain from URL or return as-is if already bare.",
      "file_type": "rationale",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_planner.py",
      "source_location": "L120",
      "_origin": "ast",
      "community": 6,
      "norm_label": "extract bare domain from url or return as-is if already bare.",
      "community_name": "Migration Planning Logic",
      "id": "scripts_migration_planner_rationale_120"
    },
    {
      "label": "Ensure URL has a scheme.",
      "file_type": "rationale",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_planner.py",
      "source_location": "L128",
      "_origin": "ast",
      "community": 6,
      "norm_label": "ensure url has a scheme.",
      "community_name": "URL Migration Mapper",
      "id": "scripts_migration_planner_rationale_128"
    },
    {
      "label": "Simulate Ahrefs MCP call. In production, routed via MCP bridge.",
      "file_type": "rationale",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_planner.py",
      "source_location": "L138",
      "_origin": "ast",
      "community": 6,
      "norm_label": "simulate ahrefs mcp call. in production, routed via mcp bridge.",
      "community_name": "Migration Planning Logic",
      "id": "scripts_migration_planner_rationale_138"
    },
    {
      "label": "Simulate Firecrawl MCP call. In production, routed via MCP bridge.",
      "file_type": "rationale",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_planner.py",
      "source_location": "L143",
      "_origin": "ast",
      "community": 6,
      "norm_label": "simulate firecrawl mcp call. in production, routed via mcp bridge.",
      "community_name": "Migration Planning Logic",
      "id": "scripts_migration_planner_rationale_143"
    },
    {
      "label": "Crawl the site via Firecrawl to capture all URLs and status codes.",
      "file_type": "rationale",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_planner.py",
      "source_location": "L152",
      "_origin": "ast",
      "community": 6,
      "norm_label": "crawl the site via firecrawl to capture all urls and status codes.",
      "community_name": "URL Migration Mapper",
      "id": "scripts_migration_planner_rationale_152"
    },
    {
      "label": "Fetch top pages with traffic and keyword data from Ahrefs.",
      "file_type": "rationale",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_planner.py",
      "source_location": "L191",
      "_origin": "ast",
      "community": 6,
      "norm_label": "fetch top pages with traffic and keyword data from ahrefs.",
      "community_name": "Migration Planning Logic",
      "id": "scripts_migration_planner_rationale_191"
    },
    {
      "label": "Fetch overall site metrics from Ahrefs.",
      "file_type": "rationale",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_planner.py",
      "source_location": "L215",
      "_origin": "ast",
      "community": 6,
      "norm_label": "fetch overall site metrics from ahrefs.",
      "community_name": "Migration Planning Logic",
      "id": "scripts_migration_planner_rationale_215"
    },
    {
      "label": "Fetch backlink count for a specific URL.",
      "file_type": "rationale",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_planner.py",
      "source_location": "L235",
      "_origin": "ast",
      "community": 6,
      "norm_label": "fetch backlink count for a specific url.",
      "community_name": "Migration Planning Logic",
      "id": "scripts_migration_planner_rationale_235"
    },
    {
      "label": "Fetch keyword rankings for a specific URL.",
      "file_type": "rationale",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_planner.py",
      "source_location": "L242",
      "_origin": "ast",
      "community": 6,
      "norm_label": "fetch keyword rankings for a specific url.",
      "community_name": "Migration Planning Logic",
      "id": "scripts_migration_planner_rationale_242"
    },
    {
      "label": "Score risk for a single URL based on traffic, backlinks, and keywords.",
      "file_type": "rationale",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_planner.py",
      "source_location": "L254",
      "_origin": "ast",
      "community": 6,
      "norm_label": "score risk for a single url based on traffic, backlinks, and keywords.",
      "community_name": "URL Migration Mapper",
      "id": "scripts_migration_planner_rationale_254"
    },
    {
      "label": "Classify URL priority based on risk score.",
      "file_type": "rationale",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_planner.py",
      "source_location": "L280",
      "_origin": "ast",
      "community": 6,
      "norm_label": "classify url priority based on risk score.",
      "community_name": "Migration Strategy Planner",
      "id": "scripts_migration_planner_rationale_280"
    },
    {
      "label": "Generate redirect mappings based on migration type.",
      "file_type": "rationale",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_planner.py",
      "source_location": "L300",
      "_origin": "ast",
      "community": 6,
      "norm_label": "generate redirect mappings based on migration type.",
      "community_name": "URL Migration Mapper",
      "id": "scripts_migration_planner_rationale_300"
    },
    {
      "label": "Generate pre-migration checklist based on migration type.",
      "file_type": "rationale",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_planner.py",
      "source_location": "L359",
      "_origin": "ast",
      "community": 6,
      "norm_label": "generate pre-migration checklist based on migration type.",
      "community_name": "Migration Planning Logic",
      "id": "scripts_migration_planner_rationale_359"
    },
    {
      "label": "Orchestrate full migration planning pipeline.",
      "file_type": "rationale",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_planner.py",
      "source_location": "L426",
      "_origin": "ast",
      "community": 6,
      "norm_label": "orchestrate full migration planning pipeline.",
      "community_name": "Migration Strategy Planner",
      "id": "scripts_migration_planner_rationale_426"
    },
    {
      "label": "Format migration plan as human-readable text report.",
      "file_type": "rationale",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_planner.py",
      "source_location": "L565",
      "_origin": "ast",
      "community": 6,
      "norm_label": "format migration plan as human-readable text report.",
      "community_name": "Migration Strategy Planner",
      "id": "scripts_migration_planner_rationale_565"
    },
    {
      "label": "Convert plan to JSON-serializable dict.",
      "file_type": "rationale",
      "source_file": "custom-skills/33-seo-migration-planner/code/scripts/migration_planner.py",
      "source_location": "L641",
      "_origin": "ast",
      "community": 6,
      "norm_label": "convert plan to json-serializable dict.",
      "community_name": "Migration Strategy Planner",
      "id": "scripts_migration_planner_rationale_641"
    },
    {
      "label": "base_client.py",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/base_client.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 153,
      "norm_label": "base_client.py",
      "community_name": "API Configuration Manager",
      "id": "custom_skills_34_seo_reporting_dashboard_code_scripts_base_client_py_scripts_base_client"
    },
    {
      "label": "RateLimiter",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/base_client.py",
      "source_location": "L35",
      "_origin": "ast",
      "community": 172,
      "norm_label": "ratelimiter",
      "community_name": "Rate Limiting Client",
      "id": "custom_skills_34_seo_reporting_dashboard_code_scripts_base_client_py_scripts_base_client_ratelimiter"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/base_client.py",
      "source_location": "L38",
      "_origin": "ast",
      "community": 172,
      "norm_label": ".__init__()",
      "community_name": "Rate Limiting Client",
      "id": "custom_skills_34_seo_reporting_dashboard_code_scripts_base_client_py_scripts_base_client_ratelimiter_init"
    },
    {
      "label": ".acquire()",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/base_client.py",
      "source_location": "L52",
      "_origin": "ast",
      "community": 153,
      "norm_label": ".acquire()",
      "community_name": "Async API Client",
      "id": "custom_skills_34_seo_reporting_dashboard_code_scripts_base_client_py_scripts_base_client_ratelimiter_acquire"
    },
    {
      "label": "BaseAsyncClient",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/base_client.py",
      "source_location": "L68",
      "_origin": "ast",
      "community": 153,
      "norm_label": "baseasyncclient",
      "community_name": "Async API Client",
      "id": "custom_skills_34_seo_reporting_dashboard_code_scripts_base_client_py_scripts_base_client_baseasyncclient"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/base_client.py",
      "source_location": "L71",
      "_origin": "ast",
      "community": 172,
      "norm_label": ".__init__()",
      "community_name": "Rate Limiting Client",
      "id": "custom_skills_34_seo_reporting_dashboard_code_scripts_base_client_py_scripts_base_client_baseasyncclient_init"
    },
    {
      "label": "Logger",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/base_client.py",
      "source_location": "L71",
      "_origin": "ast",
      "community": 172,
      "norm_label": "logger",
      "community_name": "Rate Limiting Client",
      "id": "custom_skills_34_seo_reporting_dashboard_code_scripts_base_client_py_logger"
    },
    {
      "label": "._rate_limited_request()",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/base_client.py",
      "source_location": "L100",
      "_origin": "ast",
      "community": 153,
      "norm_label": "._rate_limited_request()",
      "community_name": "Async API Client",
      "id": "custom_skills_34_seo_reporting_dashboard_code_scripts_base_client_py_scripts_base_client_baseasyncclient_rate_limited_request"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/base_client.py",
      "source_location": "L100",
      "_origin": "ast",
      "community": 153,
      "norm_label": "any",
      "community_name": "Async API Client",
      "id": "custom_skills_34_seo_reporting_dashboard_code_scripts_base_client_py_any"
    },
    {
      "label": ".batch_requests()",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/base_client.py",
      "source_location": "L117",
      "_origin": "ast",
      "community": 153,
      "norm_label": ".batch_requests()",
      "community_name": "Async API Client",
      "id": "custom_skills_34_seo_reporting_dashboard_code_scripts_base_client_py_scripts_base_client_baseasyncclient_batch_requests"
    },
    {
      "label": ".print_stats()",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/base_client.py",
      "source_location": "L146",
      "_origin": "ast",
      "community": 153,
      "norm_label": ".print_stats()",
      "community_name": "Async API Client",
      "id": "custom_skills_34_seo_reporting_dashboard_code_scripts_base_client_py_scripts_base_client_baseasyncclient_print_stats"
    },
    {
      "label": "ConfigManager",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/base_client.py",
      "source_location": "L156",
      "_origin": "ast",
      "community": 108,
      "norm_label": "configmanager",
      "community_name": "API Configuration Manager",
      "id": "custom_skills_34_seo_reporting_dashboard_code_scripts_base_client_py_scripts_base_client_configmanager"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/base_client.py",
      "source_location": "L159",
      "_origin": "ast",
      "community": 108,
      "norm_label": ".__init__()",
      "community_name": "API Configuration Manager",
      "id": "custom_skills_34_seo_reporting_dashboard_code_scripts_base_client_py_scripts_base_client_configmanager_init"
    },
    {
      "label": ".google_credentials_path()",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/base_client.py",
      "source_location": "L163",
      "_origin": "ast",
      "community": 108,
      "norm_label": ".google_credentials_path()",
      "community_name": "API Configuration Manager",
      "id": "custom_skills_34_seo_reporting_dashboard_code_scripts_base_client_py_scripts_base_client_configmanager_google_credentials_path"
    },
    {
      "label": ".pagespeed_api_key()",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/base_client.py",
      "source_location": "L172",
      "_origin": "ast",
      "community": 108,
      "norm_label": ".pagespeed_api_key()",
      "community_name": "API Configuration Manager",
      "id": "custom_skills_34_seo_reporting_dashboard_code_scripts_base_client_py_scripts_base_client_configmanager_pagespeed_api_key"
    },
    {
      "label": ".custom_search_api_key()",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/base_client.py",
      "source_location": "L177",
      "_origin": "ast",
      "community": 108,
      "norm_label": ".custom_search_api_key()",
      "community_name": "API Configuration Manager",
      "id": "custom_skills_34_seo_reporting_dashboard_code_scripts_base_client_py_scripts_base_client_configmanager_custom_search_api_key"
    },
    {
      "label": ".custom_search_engine_id()",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/base_client.py",
      "source_location": "L182",
      "_origin": "ast",
      "community": 108,
      "norm_label": ".custom_search_engine_id()",
      "community_name": "API Configuration Manager",
      "id": "custom_skills_34_seo_reporting_dashboard_code_scripts_base_client_py_scripts_base_client_configmanager_custom_search_engine_id"
    },
    {
      "label": ".notion_token()",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/base_client.py",
      "source_location": "L187",
      "_origin": "ast",
      "community": 108,
      "norm_label": ".notion_token()",
      "community_name": "API Configuration Manager",
      "id": "custom_skills_34_seo_reporting_dashboard_code_scripts_base_client_py_scripts_base_client_configmanager_notion_token"
    },
    {
      "label": ".validate_google_credentials()",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/base_client.py",
      "source_location": "L191",
      "_origin": "ast",
      "community": 108,
      "norm_label": ".validate_google_credentials()",
      "community_name": "API Configuration Manager",
      "id": "custom_skills_34_seo_reporting_dashboard_code_scripts_base_client_py_scripts_base_client_configmanager_validate_google_credentials"
    },
    {
      "label": ".get_required()",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/base_client.py",
      "source_location": "L198",
      "_origin": "ast",
      "community": 108,
      "norm_label": ".get_required()",
      "community_name": "API Configuration Manager",
      "id": "custom_skills_34_seo_reporting_dashboard_code_scripts_base_client_py_scripts_base_client_configmanager_get_required"
    },
    {
      "label": "Base Client - Shared async client utilities ====================================",
      "file_type": "rationale",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/base_client.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 153,
      "norm_label": "base client - shared async client utilities ====================================",
      "community_name": "API Configuration Manager",
      "id": "custom_skills_34_seo_reporting_dashboard_code_scripts_base_client_py_scripts_base_client_rationale_1"
    },
    {
      "label": "Rate limiter using token bucket algorithm.",
      "file_type": "rationale",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/base_client.py",
      "source_location": "L36",
      "_origin": "ast",
      "community": 172,
      "norm_label": "rate limiter using token bucket algorithm.",
      "community_name": "Rate Limiting Client",
      "id": "custom_skills_34_seo_reporting_dashboard_code_scripts_base_client_py_scripts_base_client_rationale_36"
    },
    {
      "label": "Initialize rate limiter.          Args:             rate: Number of requests all",
      "file_type": "rationale",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/base_client.py",
      "source_location": "L39",
      "_origin": "ast",
      "community": 172,
      "norm_label": "initialize rate limiter.          args:             rate: number of requests all",
      "community_name": "Rate Limiting Client",
      "id": "custom_skills_34_seo_reporting_dashboard_code_scripts_base_client_py_scripts_base_client_rationale_39"
    },
    {
      "label": "Acquire a token, waiting if necessary.",
      "file_type": "rationale",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/base_client.py",
      "source_location": "L53",
      "_origin": "ast",
      "community": 153,
      "norm_label": "acquire a token, waiting if necessary.",
      "community_name": "Async API Client",
      "id": "custom_skills_34_seo_reporting_dashboard_code_scripts_base_client_py_scripts_base_client_rationale_53"
    },
    {
      "label": "Base class for async API clients with rate limiting.",
      "file_type": "rationale",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/base_client.py",
      "source_location": "L69",
      "_origin": "ast",
      "community": 153,
      "norm_label": "base class for async api clients with rate limiting.",
      "community_name": "Async API Client",
      "id": "custom_skills_34_seo_reporting_dashboard_code_scripts_base_client_py_scripts_base_client_rationale_69"
    },
    {
      "label": "Initialize base client.          Args:             max_concurrent: Maximum concu",
      "file_type": "rationale",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/base_client.py",
      "source_location": "L77",
      "_origin": "ast",
      "community": 172,
      "norm_label": "initialize base client.          args:             max_concurrent: maximum concu",
      "community_name": "Rate Limiting Client",
      "id": "custom_skills_34_seo_reporting_dashboard_code_scripts_base_client_py_scripts_base_client_rationale_77"
    },
    {
      "label": "Execute a request with rate limiting and retry.",
      "file_type": "rationale",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/base_client.py",
      "source_location": "L104",
      "_origin": "ast",
      "community": 153,
      "norm_label": "execute a request with rate limiting and retry.",
      "community_name": "Async API Client",
      "id": "custom_skills_34_seo_reporting_dashboard_code_scripts_base_client_py_scripts_base_client_rationale_104"
    },
    {
      "label": "Execute multiple requests concurrently.",
      "file_type": "rationale",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/base_client.py",
      "source_location": "L122",
      "_origin": "ast",
      "community": 153,
      "norm_label": "execute multiple requests concurrently.",
      "community_name": "Async API Client",
      "id": "custom_skills_34_seo_reporting_dashboard_code_scripts_base_client_py_scripts_base_client_rationale_122"
    },
    {
      "label": "Print request statistics.",
      "file_type": "rationale",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/base_client.py",
      "source_location": "L147",
      "_origin": "ast",
      "community": 153,
      "norm_label": "print request statistics.",
      "community_name": "Async API Client",
      "id": "custom_skills_34_seo_reporting_dashboard_code_scripts_base_client_py_scripts_base_client_rationale_147"
    },
    {
      "label": "Manage API configuration and credentials.",
      "file_type": "rationale",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/base_client.py",
      "source_location": "L157",
      "_origin": "ast",
      "community": 108,
      "norm_label": "manage api configuration and credentials.",
      "community_name": "API Configuration Manager",
      "id": "custom_skills_34_seo_reporting_dashboard_code_scripts_base_client_py_scripts_base_client_rationale_157"
    },
    {
      "label": "Get Google service account credentials path.",
      "file_type": "rationale",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/base_client.py",
      "source_location": "L164",
      "_origin": "ast",
      "community": 108,
      "norm_label": "get google service account credentials path.",
      "community_name": "API Configuration Manager",
      "id": "custom_skills_34_seo_reporting_dashboard_code_scripts_base_client_py_scripts_base_client_rationale_164"
    },
    {
      "label": "Get PageSpeed Insights API key.",
      "file_type": "rationale",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/base_client.py",
      "source_location": "L173",
      "_origin": "ast",
      "community": 108,
      "norm_label": "get pagespeed insights api key.",
      "community_name": "API Configuration Manager",
      "id": "custom_skills_34_seo_reporting_dashboard_code_scripts_base_client_py_scripts_base_client_rationale_173"
    },
    {
      "label": "Get Custom Search API key.",
      "file_type": "rationale",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/base_client.py",
      "source_location": "L178",
      "_origin": "ast",
      "community": 108,
      "norm_label": "get custom search api key.",
      "community_name": "API Configuration Manager",
      "id": "custom_skills_34_seo_reporting_dashboard_code_scripts_base_client_py_scripts_base_client_rationale_178"
    },
    {
      "label": "Get Custom Search Engine ID.",
      "file_type": "rationale",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/base_client.py",
      "source_location": "L183",
      "_origin": "ast",
      "community": 108,
      "norm_label": "get custom search engine id.",
      "community_name": "API Configuration Manager",
      "id": "custom_skills_34_seo_reporting_dashboard_code_scripts_base_client_py_scripts_base_client_rationale_183"
    },
    {
      "label": "Get Notion API token.",
      "file_type": "rationale",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/base_client.py",
      "source_location": "L188",
      "_origin": "ast",
      "community": 108,
      "norm_label": "get notion api token.",
      "community_name": "API Configuration Manager",
      "id": "custom_skills_34_seo_reporting_dashboard_code_scripts_base_client_py_scripts_base_client_rationale_188"
    },
    {
      "label": "Validate Google credentials are configured.",
      "file_type": "rationale",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/base_client.py",
      "source_location": "L192",
      "_origin": "ast",
      "community": 108,
      "norm_label": "validate google credentials are configured.",
      "community_name": "API Configuration Manager",
      "id": "custom_skills_34_seo_reporting_dashboard_code_scripts_base_client_py_scripts_base_client_rationale_192"
    },
    {
      "label": "Get required environment variable or raise error.",
      "file_type": "rationale",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/base_client.py",
      "source_location": "L199",
      "_origin": "ast",
      "community": 108,
      "norm_label": "get required environment variable or raise error.",
      "community_name": "API Configuration Manager",
      "id": "custom_skills_34_seo_reporting_dashboard_code_scripts_base_client_py_scripts_base_client_rationale_199"
    },
    {
      "label": "dashboard_generator.py",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/dashboard_generator.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 45,
      "norm_label": "dashboard_generator.py",
      "community_name": "SEO Dashboard Generator",
      "id": "scripts_dashboard_generator"
    },
    {
      "label": "DashboardConfig",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/dashboard_generator.py",
      "source_location": "L38",
      "_origin": "ast",
      "community": 45,
      "norm_label": "dashboardconfig",
      "community_name": "SEO Dashboard Generator",
      "id": "scripts_dashboard_generator_dashboardconfig"
    },
    {
      "label": "DashboardGenerator",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/dashboard_generator.py",
      "source_location": "L466",
      "_origin": "ast",
      "community": 45,
      "norm_label": "dashboardgenerator",
      "community_name": "SEO Dashboard Generator",
      "id": "scripts_dashboard_generator_dashboardgenerator"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/dashboard_generator.py",
      "source_location": "L469",
      "_origin": "ast",
      "community": 45,
      "norm_label": ".__init__()",
      "community_name": "SEO Dashboard Generator",
      "id": "scripts_dashboard_generator_dashboardgenerator_init"
    },
    {
      "label": "._score_class()",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/dashboard_generator.py",
      "source_location": "L473",
      "_origin": "ast",
      "community": 45,
      "norm_label": "._score_class()",
      "community_name": "SEO Dashboard Generator",
      "id": "scripts_dashboard_generator_dashboardgenerator_score_class"
    },
    {
      "label": "._gauge_color()",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/dashboard_generator.py",
      "source_location": "L487",
      "_origin": "ast",
      "community": 45,
      "norm_label": "._gauge_color()",
      "community_name": "SEO Dashboard Generator",
      "id": "scripts_dashboard_generator_dashboardgenerator_gauge_color"
    },
    {
      "label": "._category_color()",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/dashboard_generator.py",
      "source_location": "L501",
      "_origin": "ast",
      "community": 45,
      "norm_label": "._category_color()",
      "community_name": "SEO Dashboard Generator",
      "id": "scripts_dashboard_generator_dashboardgenerator_category_color"
    },
    {
      "label": "._trend_label()",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/dashboard_generator.py",
      "source_location": "L513",
      "_origin": "ast",
      "community": 45,
      "norm_label": "._trend_label()",
      "community_name": "SEO Dashboard Generator",
      "id": "scripts_dashboard_generator_dashboardgenerator_trend_label"
    },
    {
      "label": ".generate_health_gauge()",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/dashboard_generator.py",
      "source_location": "L522",
      "_origin": "ast",
      "community": 45,
      "norm_label": ".generate_health_gauge()",
      "community_name": "SEO Dashboard Generator",
      "id": "scripts_dashboard_generator_dashboardgenerator_generate_health_gauge"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/dashboard_generator.py",
      "source_location": "L522",
      "_origin": "ast",
      "community": 45,
      "norm_label": "any",
      "community_name": "SEO Dashboard Generator",
      "id": "custom_skills_34_seo_reporting_dashboard_code_scripts_dashboard_generator_py_any"
    },
    {
      "label": ".generate_traffic_chart()",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/dashboard_generator.py",
      "source_location": "L531",
      "_origin": "ast",
      "community": 45,
      "norm_label": ".generate_traffic_chart()",
      "community_name": "SEO Dashboard Generator",
      "id": "scripts_dashboard_generator_dashboardgenerator_generate_traffic_chart"
    },
    {
      "label": ".generate_keyword_chart()",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/dashboard_generator.py",
      "source_location": "L537",
      "_origin": "ast",
      "community": 45,
      "norm_label": ".generate_keyword_chart()",
      "community_name": "SEO Dashboard Generator",
      "id": "scripts_dashboard_generator_dashboardgenerator_generate_keyword_chart"
    },
    {
      "label": ".generate_issues_chart()",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/dashboard_generator.py",
      "source_location": "L543",
      "_origin": "ast",
      "community": 45,
      "norm_label": ".generate_issues_chart()",
      "community_name": "SEO Dashboard Generator",
      "id": "scripts_dashboard_generator_dashboardgenerator_generate_issues_chart"
    },
    {
      "label": ".generate_competitor_radar()",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/dashboard_generator.py",
      "source_location": "L560",
      "_origin": "ast",
      "community": 45,
      "norm_label": ".generate_competitor_radar()",
      "community_name": "SEO Dashboard Generator",
      "id": "scripts_dashboard_generator_dashboardgenerator_generate_competitor_radar"
    },
    {
      "label": ".render_html()",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/dashboard_generator.py",
      "source_location": "L586",
      "_origin": "ast",
      "community": 45,
      "norm_label": ".render_html()",
      "community_name": "SEO Dashboard Generator",
      "id": "scripts_dashboard_generator_dashboardgenerator_render_html"
    },
    {
      "label": ".save()",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/dashboard_generator.py",
      "source_location": "L663",
      "_origin": "ast",
      "community": 45,
      "norm_label": ".save()",
      "community_name": "SEO Dashboard Generator",
      "id": "scripts_dashboard_generator_dashboardgenerator_save"
    },
    {
      "label": ".run()",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/dashboard_generator.py",
      "source_location": "L668",
      "_origin": "ast",
      "community": 45,
      "norm_label": ".run()",
      "community_name": "SEO Dashboard Generator",
      "id": "scripts_dashboard_generator_dashboardgenerator_run"
    },
    {
      "label": "parse_args()",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/dashboard_generator.py",
      "source_location": "L704",
      "_origin": "ast",
      "community": 45,
      "norm_label": "parse_args()",
      "community_name": "SEO Dashboard Generator",
      "id": "scripts_dashboard_generator_parse_args"
    },
    {
      "label": "Namespace",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/dashboard_generator.py",
      "source_location": "L704",
      "_origin": "ast",
      "community": 45,
      "norm_label": "namespace",
      "community_name": "SEO Dashboard Generator",
      "id": "custom_skills_34_seo_reporting_dashboard_code_scripts_dashboard_generator_py_namespace"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/dashboard_generator.py",
      "source_location": "L733",
      "_origin": "ast",
      "community": 45,
      "norm_label": "main()",
      "community_name": "SEO Dashboard Generator",
      "id": "scripts_dashboard_generator_main"
    },
    {
      "label": "Dashboard Generator - Interactive HTML SEO dashboard with Chart.js =============",
      "file_type": "rationale",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/dashboard_generator.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 45,
      "norm_label": "dashboard generator - interactive html seo dashboard with chart.js =============",
      "community_name": "SEO Dashboard Generator",
      "id": "scripts_dashboard_generator_rationale_1"
    },
    {
      "label": "Configuration for dashboard generation.",
      "file_type": "rationale",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/dashboard_generator.py",
      "source_location": "L39",
      "_origin": "ast",
      "community": 45,
      "norm_label": "configuration for dashboard generation.",
      "community_name": "SEO Dashboard Generator",
      "id": "scripts_dashboard_generator_rationale_39"
    },
    {
      "label": "Generate an interactive HTML dashboard from aggregated SEO report data.",
      "file_type": "rationale",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/dashboard_generator.py",
      "source_location": "L467",
      "_origin": "ast",
      "community": 45,
      "norm_label": "generate an interactive html dashboard from aggregated seo report data.",
      "community_name": "SEO Dashboard Generator",
      "id": "scripts_dashboard_generator_rationale_467"
    },
    {
      "label": "Return CSS class based on health score.",
      "file_type": "rationale",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/dashboard_generator.py",
      "source_location": "L474",
      "_origin": "ast",
      "community": 45,
      "norm_label": "return css class based on health score.",
      "community_name": "SEO Dashboard Generator",
      "id": "scripts_dashboard_generator_rationale_474"
    },
    {
      "label": "Return color hex for gauge chart.",
      "file_type": "rationale",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/dashboard_generator.py",
      "source_location": "L488",
      "_origin": "ast",
      "community": 45,
      "norm_label": "return color hex for gauge chart.",
      "community_name": "SEO Dashboard Generator",
      "id": "scripts_dashboard_generator_rationale_488"
    },
    {
      "label": "Return color for category bar based on score.",
      "file_type": "rationale",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/dashboard_generator.py",
      "source_location": "L502",
      "_origin": "ast",
      "community": 45,
      "norm_label": "return color for category bar based on score.",
      "community_name": "SEO Dashboard Generator",
      "id": "scripts_dashboard_generator_rationale_502"
    },
    {
      "label": "Return human-readable trend label in Korean.",
      "file_type": "rationale",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/dashboard_generator.py",
      "source_location": "L514",
      "_origin": "ast",
      "community": 45,
      "norm_label": "return human-readable trend label in korean.",
      "community_name": "SEO Dashboard Generator",
      "id": "scripts_dashboard_generator_rationale_514"
    },
    {
      "label": "Generate gauge chart data for health score.",
      "file_type": "rationale",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/dashboard_generator.py",
      "source_location": "L523",
      "_origin": "ast",
      "community": 45,
      "norm_label": "generate gauge chart data for health score.",
      "community_name": "SEO Dashboard Generator",
      "id": "scripts_dashboard_generator_rationale_523"
    },
    {
      "label": "Generate line chart data for traffic trends.",
      "file_type": "rationale",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/dashboard_generator.py",
      "source_location": "L532",
      "_origin": "ast",
      "community": 45,
      "norm_label": "generate line chart data for traffic trends.",
      "community_name": "SEO Dashboard Generator",
      "id": "scripts_dashboard_generator_rationale_532"
    },
    {
      "label": "Generate bar chart data for keyword ranking distribution.",
      "file_type": "rationale",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/dashboard_generator.py",
      "source_location": "L538",
      "_origin": "ast",
      "community": 45,
      "norm_label": "generate bar chart data for keyword ranking distribution.",
      "community_name": "SEO Dashboard Generator",
      "id": "scripts_dashboard_generator_rationale_538"
    },
    {
      "label": "Generate pie chart data for issue category distribution.",
      "file_type": "rationale",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/dashboard_generator.py",
      "source_location": "L546",
      "_origin": "ast",
      "community": 45,
      "norm_label": "generate pie chart data for issue category distribution.",
      "community_name": "SEO Dashboard Generator",
      "id": "scripts_dashboard_generator_rationale_546"
    },
    {
      "label": "Generate radar chart data for competitor comparison.",
      "file_type": "rationale",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/dashboard_generator.py",
      "source_location": "L563",
      "_origin": "ast",
      "community": 45,
      "norm_label": "generate radar chart data for competitor comparison.",
      "community_name": "SEO Dashboard Generator",
      "id": "scripts_dashboard_generator_rationale_563"
    },
    {
      "label": "Render the full HTML dashboard from aggregated report data.",
      "file_type": "rationale",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/dashboard_generator.py",
      "source_location": "L591",
      "_origin": "ast",
      "community": 45,
      "norm_label": "render the full html dashboard from aggregated report data.",
      "community_name": "SEO Dashboard Generator",
      "id": "scripts_dashboard_generator_rationale_591"
    },
    {
      "label": "Save rendered HTML to a file.",
      "file_type": "rationale",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/dashboard_generator.py",
      "source_location": "L664",
      "_origin": "ast",
      "community": 45,
      "norm_label": "save rendered html to a file.",
      "community_name": "SEO Dashboard Generator",
      "id": "scripts_dashboard_generator_rationale_664"
    },
    {
      "label": "Orchestrate dashboard generation from a report JSON file.",
      "file_type": "rationale",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/dashboard_generator.py",
      "source_location": "L674",
      "_origin": "ast",
      "community": 45,
      "norm_label": "orchestrate dashboard generation from a report json file.",
      "community_name": "SEO Dashboard Generator",
      "id": "scripts_dashboard_generator_rationale_674"
    },
    {
      "label": "executive_report.py",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/executive_report.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 63,
      "norm_label": "executive_report.py",
      "community_name": "Executive Report Generator",
      "id": "scripts_executive_report"
    },
    {
      "label": "AudienceConfig",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/executive_report.py",
      "source_location": "L38",
      "_origin": "ast",
      "community": 63,
      "norm_label": "audienceconfig",
      "community_name": "Executive Report Generator",
      "id": "scripts_executive_report_audienceconfig"
    },
    {
      "label": ".from_level()",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/executive_report.py",
      "source_location": "L48",
      "_origin": "ast",
      "community": 63,
      "norm_label": ".from_level()",
      "community_name": "Executive Report Generator",
      "id": "scripts_executive_report_audienceconfig_from_level"
    },
    {
      "label": "ExecutiveSummary",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/executive_report.py",
      "source_location": "L80",
      "_origin": "ast",
      "community": 63,
      "norm_label": "executivesummary",
      "community_name": "Executive Report Generator",
      "id": "scripts_executive_report_executivesummary"
    },
    {
      "label": "_translate_description()",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/executive_report.py",
      "source_location": "L159",
      "_origin": "ast",
      "community": 63,
      "norm_label": "_translate_description()",
      "community_name": "Executive Report Generator",
      "id": "scripts_executive_report_translate_description"
    },
    {
      "label": "ExecutiveReportGenerator",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/executive_report.py",
      "source_location": "L185",
      "_origin": "ast",
      "community": 63,
      "norm_label": "executivereportgenerator",
      "community_name": "Executive Report Generator",
      "id": "scripts_executive_report_executivereportgenerator"
    },
    {
      "label": "._health_grade()",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/executive_report.py",
      "source_location": "L189",
      "_origin": "ast",
      "community": 63,
      "norm_label": "._health_grade()",
      "community_name": "Executive Report Generator",
      "id": "scripts_executive_report_executivereportgenerator_health_grade"
    },
    {
      "label": ".generate_narrative()",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/executive_report.py",
      "source_location": "L202",
      "_origin": "ast",
      "community": 63,
      "norm_label": ".generate_narrative()",
      "community_name": "Executive Report Generator",
      "id": "scripts_executive_report_executivereportgenerator_generate_narrative"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/executive_report.py",
      "source_location": "L202",
      "_origin": "ast",
      "community": 63,
      "norm_label": "any",
      "community_name": "Executive Report Generator",
      "id": "custom_skills_34_seo_reporting_dashboard_code_scripts_executive_report_py_any"
    },
    {
      "label": ".format_wins()",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/executive_report.py",
      "source_location": "L299",
      "_origin": "ast",
      "community": 63,
      "norm_label": ".format_wins()",
      "community_name": "Executive Report Generator",
      "id": "scripts_executive_report_executivereportgenerator_format_wins"
    },
    {
      "label": ".format_concerns()",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/executive_report.py",
      "source_location": "L314",
      "_origin": "ast",
      "community": 63,
      "norm_label": ".format_concerns()",
      "community_name": "Executive Report Generator",
      "id": "scripts_executive_report_executivereportgenerator_format_concerns"
    },
    {
      "label": ".generate_recommendations()",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/executive_report.py",
      "source_location": "L338",
      "_origin": "ast",
      "community": 63,
      "norm_label": ".generate_recommendations()",
      "community_name": "Executive Report Generator",
      "id": "scripts_executive_report_executivereportgenerator_generate_recommendations"
    },
    {
      "label": ".render_markdown()",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/executive_report.py",
      "source_location": "L412",
      "_origin": "ast",
      "community": 63,
      "norm_label": ".render_markdown()",
      "community_name": "Executive Report Generator",
      "id": "scripts_executive_report_executivereportgenerator_render_markdown"
    },
    {
      "label": ".run()",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/executive_report.py",
      "source_location": "L496",
      "_origin": "ast",
      "community": 63,
      "norm_label": ".run()",
      "community_name": "Executive Report Generator",
      "id": "scripts_executive_report_executivereportgenerator_run"
    },
    {
      "label": "parse_args()",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/executive_report.py",
      "source_location": "L571",
      "_origin": "ast",
      "community": 63,
      "norm_label": "parse_args()",
      "community_name": "Executive Report Generator",
      "id": "scripts_executive_report_parse_args"
    },
    {
      "label": "Namespace",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/executive_report.py",
      "source_location": "L571",
      "_origin": "ast",
      "community": 63,
      "norm_label": "namespace",
      "community_name": "Executive Report Generator",
      "id": "custom_skills_34_seo_reporting_dashboard_code_scripts_executive_report_py_namespace"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/executive_report.py",
      "source_location": "L609",
      "_origin": "ast",
      "community": 63,
      "norm_label": "main()",
      "community_name": "Executive Report Generator",
      "id": "scripts_executive_report_main"
    },
    {
      "label": "Executive Report - Korean-language executive summary generation ================",
      "file_type": "rationale",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/executive_report.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 63,
      "norm_label": "executive report - korean-language executive summary generation ================",
      "community_name": "Executive Report Generator",
      "id": "scripts_executive_report_rationale_1"
    },
    {
      "label": "Configuration for report audience targeting.",
      "file_type": "rationale",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/executive_report.py",
      "source_location": "L39",
      "_origin": "ast",
      "community": 63,
      "norm_label": "configuration for report audience targeting.",
      "community_name": "Executive Report Generator",
      "id": "scripts_executive_report_rationale_39"
    },
    {
      "label": "Create config preset from audience level.",
      "file_type": "rationale",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/executive_report.py",
      "source_location": "L49",
      "_origin": "ast",
      "community": 63,
      "norm_label": "create config preset from audience level.",
      "community_name": "Executive Report Generator",
      "id": "scripts_executive_report_rationale_49"
    },
    {
      "label": "Generated executive summary content.",
      "file_type": "rationale",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/executive_report.py",
      "source_location": "L81",
      "_origin": "ast",
      "community": 63,
      "norm_label": "generated executive summary content.",
      "community_name": "Executive Report Generator",
      "id": "scripts_executive_report_rationale_81"
    },
    {
      "label": "Translate common English issue descriptions to Korean.",
      "file_type": "rationale",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/executive_report.py",
      "source_location": "L160",
      "_origin": "ast",
      "community": 63,
      "norm_label": "translate common english issue descriptions to korean.",
      "community_name": "Executive Report Generator",
      "id": "scripts_executive_report_rationale_160"
    },
    {
      "label": "Generate Korean-language executive reports from aggregated SEO data.",
      "file_type": "rationale",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/executive_report.py",
      "source_location": "L186",
      "_origin": "ast",
      "community": 63,
      "norm_label": "generate korean-language executive reports from aggregated seo data.",
      "community_name": "Executive Report Generator",
      "id": "scripts_executive_report_rationale_186"
    },
    {
      "label": "Return health grade string.",
      "file_type": "rationale",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/executive_report.py",
      "source_location": "L190",
      "_origin": "ast",
      "community": 63,
      "norm_label": "return health grade string.",
      "community_name": "Executive Report Generator",
      "id": "scripts_executive_report_rationale_190"
    },
    {
      "label": "Generate Korean narrative text for the executive summary.",
      "file_type": "rationale",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/executive_report.py",
      "source_location": "L207",
      "_origin": "ast",
      "community": 63,
      "norm_label": "generate korean narrative text for the executive summary.",
      "community_name": "Executive Report Generator",
      "id": "scripts_executive_report_rationale_207"
    },
    {
      "label": "Extract and format key wins in Korean.",
      "file_type": "rationale",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/executive_report.py",
      "source_location": "L300",
      "_origin": "ast",
      "community": 63,
      "norm_label": "extract and format key wins in korean.",
      "community_name": "Executive Report Generator",
      "id": "scripts_executive_report_rationale_300"
    },
    {
      "label": "Generate prioritized action items ranked by impact.",
      "file_type": "rationale",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/executive_report.py",
      "source_location": "L343",
      "_origin": "ast",
      "community": 63,
      "norm_label": "generate prioritized action items ranked by impact.",
      "community_name": "Executive Report Generator",
      "id": "scripts_executive_report_rationale_343"
    },
    {
      "label": "Render executive summary as markdown document.",
      "file_type": "rationale",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/executive_report.py",
      "source_location": "L413",
      "_origin": "ast",
      "community": 63,
      "norm_label": "render executive summary as markdown document.",
      "community_name": "Executive Report Generator",
      "id": "scripts_executive_report_rationale_413"
    },
    {
      "label": "Orchestrate executive report generation.",
      "file_type": "rationale",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/executive_report.py",
      "source_location": "L503",
      "_origin": "ast",
      "community": 63,
      "norm_label": "orchestrate executive report generation.",
      "community_name": "Executive Report Generator",
      "id": "scripts_executive_report_rationale_503"
    },
    {
      "label": "report_aggregator.py",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/report_aggregator.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 140,
      "norm_label": "report_aggregator.py",
      "community_name": "SEO Report Aggregator",
      "id": "scripts_report_aggregator"
    },
    {
      "label": "SkillOutput",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/report_aggregator.py",
      "source_location": "L87",
      "_origin": "ast",
      "community": 81,
      "norm_label": "skilloutput",
      "community_name": "SEO Report Aggregator",
      "id": "scripts_report_aggregator_skilloutput"
    },
    {
      "label": "AggregatedReport",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/report_aggregator.py",
      "source_location": "L102",
      "_origin": "ast",
      "community": 140,
      "norm_label": "aggregatedreport",
      "community_name": "SEO Report Aggregator",
      "id": "scripts_report_aggregator_aggregatedreport"
    },
    {
      "label": "ReportAggregator",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/report_aggregator.py",
      "source_location": "L123",
      "_origin": "ast",
      "community": 81,
      "norm_label": "reportaggregator",
      "community_name": "SEO Report Aggregator",
      "id": "scripts_report_aggregator_reportaggregator"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/report_aggregator.py",
      "source_location": "L128",
      "_origin": "ast",
      "community": 81,
      "norm_label": ".__init__()",
      "community_name": "SEO Report Aggregator",
      "id": "scripts_report_aggregator_reportaggregator_init"
    },
    {
      "label": "._extract_domain()",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/report_aggregator.py",
      "source_location": "L132",
      "_origin": "ast",
      "community": 81,
      "norm_label": "._extract_domain()",
      "community_name": "SEO Report Aggregator",
      "id": "scripts_report_aggregator_reportaggregator_extract_domain"
    },
    {
      "label": "._generate_audit_id()",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/report_aggregator.py",
      "source_location": "L140",
      "_origin": "ast",
      "community": 81,
      "norm_label": "._generate_audit_id()",
      "community_name": "SEO Report Aggregator",
      "id": "scripts_report_aggregator_reportaggregator_generate_audit_id"
    },
    {
      "label": ".scan_local_outputs()",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/report_aggregator.py",
      "source_location": "L145",
      "_origin": "ast",
      "community": 81,
      "norm_label": ".scan_local_outputs()",
      "community_name": "SEO Report Aggregator",
      "id": "scripts_report_aggregator_reportaggregator_scan_local_outputs"
    },
    {
      "label": "._identify_and_parse()",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/report_aggregator.py",
      "source_location": "L205",
      "_origin": "ast",
      "community": 81,
      "norm_label": "._identify_and_parse()",
      "community_name": "SEO Report Aggregator",
      "id": "scripts_report_aggregator_reportaggregator_identify_and_parse"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/report_aggregator.py",
      "source_location": "L205",
      "_origin": "ast",
      "community": 81,
      "norm_label": "any",
      "community_name": "SEO Report Aggregator",
      "id": "custom_skills_34_seo_reporting_dashboard_code_scripts_report_aggregator_py_any"
    },
    {
      "label": ".query_notion_audits()",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/report_aggregator.py",
      "source_location": "L328",
      "_origin": "ast",
      "community": 81,
      "norm_label": ".query_notion_audits()",
      "community_name": "SEO Report Aggregator",
      "id": "scripts_report_aggregator_reportaggregator_query_notion_audits"
    },
    {
      "label": ".normalize_output()",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/report_aggregator.py",
      "source_location": "L355",
      "_origin": "ast",
      "community": 81,
      "norm_label": ".normalize_output()",
      "community_name": "SEO Report Aggregator",
      "id": "scripts_report_aggregator_reportaggregator_normalize_output"
    },
    {
      "label": ".compute_cross_skill_health()",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/report_aggregator.py",
      "source_location": "L370",
      "_origin": "ast",
      "community": 81,
      "norm_label": ".compute_cross_skill_health()",
      "community_name": "SEO Report Aggregator",
      "id": "scripts_report_aggregator_reportaggregator_compute_cross_skill_health"
    },
    {
      "label": ".identify_priorities()",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/report_aggregator.py",
      "source_location": "L401",
      "_origin": "ast",
      "community": 81,
      "norm_label": ".identify_priorities()",
      "community_name": "SEO Report Aggregator",
      "id": "scripts_report_aggregator_reportaggregator_identify_priorities"
    },
    {
      "label": ".build_timeline()",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/report_aggregator.py",
      "source_location": "L441",
      "_origin": "ast",
      "community": 81,
      "norm_label": ".build_timeline()",
      "community_name": "SEO Report Aggregator",
      "id": "scripts_report_aggregator_reportaggregator_build_timeline"
    },
    {
      "label": ".run()",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/report_aggregator.py",
      "source_location": "L460",
      "_origin": "ast",
      "community": 140,
      "norm_label": ".run()",
      "community_name": "SEO Report Aggregator",
      "id": "scripts_report_aggregator_reportaggregator_run"
    },
    {
      "label": "_format_text_report()",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/report_aggregator.py",
      "source_location": "L568",
      "_origin": "ast",
      "community": 140,
      "norm_label": "_format_text_report()",
      "community_name": "SEO Report Aggregator",
      "id": "scripts_report_aggregator_format_text_report"
    },
    {
      "label": "_serialize_report()",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/report_aggregator.py",
      "source_location": "L646",
      "_origin": "ast",
      "community": 140,
      "norm_label": "_serialize_report()",
      "community_name": "SEO Report Aggregator",
      "id": "scripts_report_aggregator_serialize_report"
    },
    {
      "label": "parse_args()",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/report_aggregator.py",
      "source_location": "L669",
      "_origin": "ast",
      "community": 140,
      "norm_label": "parse_args()",
      "community_name": "SEO Report Aggregator",
      "id": "scripts_report_aggregator_parse_args"
    },
    {
      "label": "Namespace",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/report_aggregator.py",
      "source_location": "L669",
      "_origin": "ast",
      "community": 140,
      "norm_label": "namespace",
      "community_name": "SEO Report Aggregator",
      "id": "custom_skills_34_seo_reporting_dashboard_code_scripts_report_aggregator_py_namespace"
    },
    {
      "label": "async_main()",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/report_aggregator.py",
      "source_location": "L720",
      "_origin": "ast",
      "community": 140,
      "norm_label": "async_main()",
      "community_name": "SEO Report Aggregator",
      "id": "scripts_report_aggregator_async_main"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/report_aggregator.py",
      "source_location": "L746",
      "_origin": "ast",
      "community": 140,
      "norm_label": "main()",
      "community_name": "SEO Report Aggregator",
      "id": "scripts_report_aggregator_main"
    },
    {
      "label": "Report Aggregator - Collect and normalize outputs from all SEO skills ==========",
      "file_type": "rationale",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/report_aggregator.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 140,
      "norm_label": "report aggregator - collect and normalize outputs from all seo skills ==========",
      "community_name": "SEO Report Aggregator",
      "id": "scripts_report_aggregator_rationale_1"
    },
    {
      "label": "Normalized output from a single SEO skill.",
      "file_type": "rationale",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/report_aggregator.py",
      "source_location": "L88",
      "_origin": "ast",
      "community": 81,
      "norm_label": "normalized output from a single seo skill.",
      "community_name": "SEO Report Aggregator",
      "id": "scripts_report_aggregator_rationale_88"
    },
    {
      "label": "Full aggregated report from all SEO skill outputs.",
      "file_type": "rationale",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/report_aggregator.py",
      "source_location": "L103",
      "_origin": "ast",
      "community": 140,
      "norm_label": "full aggregated report from all seo skill outputs.",
      "community_name": "SEO Report Aggregator",
      "id": "scripts_report_aggregator_rationale_103"
    },
    {
      "label": "Aggregate outputs from all SEO skills into unified reports.",
      "file_type": "rationale",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/report_aggregator.py",
      "source_location": "L124",
      "_origin": "ast",
      "community": 81,
      "norm_label": "aggregate outputs from all seo skills into unified reports.",
      "community_name": "SEO Report Aggregator",
      "id": "scripts_report_aggregator_rationale_124"
    },
    {
      "label": "Extract bare domain from URL or return as-is if already bare.",
      "file_type": "rationale",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/report_aggregator.py",
      "source_location": "L133",
      "_origin": "ast",
      "community": 81,
      "norm_label": "extract bare domain from url or return as-is if already bare.",
      "community_name": "SEO Report Aggregator",
      "id": "scripts_report_aggregator_rationale_133"
    },
    {
      "label": "Generate audit ID in DASH-YYYYMMDD-NNN format.",
      "file_type": "rationale",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/report_aggregator.py",
      "source_location": "L141",
      "_origin": "ast",
      "community": 81,
      "norm_label": "generate audit id in dash-yyyymmdd-nnn format.",
      "community_name": "SEO Report Aggregator",
      "id": "scripts_report_aggregator_rationale_141"
    },
    {
      "label": "Find JSON output files from other SEO skills in a directory.          Scans for",
      "file_type": "rationale",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/report_aggregator.py",
      "source_location": "L152",
      "_origin": "ast",
      "community": 81,
      "norm_label": "find json output files from other seo skills in a directory.          scans for",
      "community_name": "SEO Report Aggregator",
      "id": "scripts_report_aggregator_rationale_152"
    },
    {
      "label": "Identify which skill produced the output and parse it.",
      "file_type": "rationale",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/report_aggregator.py",
      "source_location": "L208",
      "_origin": "ast",
      "community": 81,
      "norm_label": "identify which skill produced the output and parse it.",
      "community_name": "SEO Report Aggregator",
      "id": "scripts_report_aggregator_rationale_208"
    },
    {
      "label": "Fetch past audit entries from Notion SEO Audit Log database.          In product",
      "file_type": "rationale",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/report_aggregator.py",
      "source_location": "L334",
      "_origin": "ast",
      "community": 81,
      "norm_label": "fetch past audit entries from notion seo audit log database.          in product",
      "community_name": "SEO Report Aggregator",
      "id": "scripts_report_aggregator_rationale_334"
    },
    {
      "label": "Normalize a skill output into a unified format.",
      "file_type": "rationale",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/report_aggregator.py",
      "source_location": "L356",
      "_origin": "ast",
      "community": 81,
      "norm_label": "normalize a skill output into a unified format.",
      "community_name": "SEO Report Aggregator",
      "id": "scripts_report_aggregator_rationale_356"
    },
    {
      "label": "Compute weighted overall health score across all skills.          Returns (overa",
      "file_type": "rationale",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/report_aggregator.py",
      "source_location": "L373",
      "_origin": "ast",
      "community": 81,
      "norm_label": "compute weighted overall health score across all skills.          returns (overa",
      "community_name": "SEO Report Aggregator",
      "id": "scripts_report_aggregator_rationale_373"
    },
    {
      "label": "Identify top issues and wins across all skill outputs.          Returns (top_iss",
      "file_type": "rationale",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/report_aggregator.py",
      "source_location": "L404",
      "_origin": "ast",
      "community": 81,
      "norm_label": "identify top issues and wins across all skill outputs.          returns (top_iss",
      "community_name": "SEO Report Aggregator",
      "id": "scripts_report_aggregator_rationale_404"
    },
    {
      "label": "Build an audit history timeline from all skill outputs.",
      "file_type": "rationale",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/report_aggregator.py",
      "source_location": "L442",
      "_origin": "ast",
      "community": 81,
      "norm_label": "build an audit history timeline from all skill outputs.",
      "community_name": "SEO Report Aggregator",
      "id": "scripts_report_aggregator_rationale_442"
    },
    {
      "label": "Orchestrate the full report aggregation pipeline.",
      "file_type": "rationale",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/report_aggregator.py",
      "source_location": "L467",
      "_origin": "ast",
      "community": 140,
      "norm_label": "orchestrate the full report aggregation pipeline.",
      "community_name": "SEO Report Aggregator",
      "id": "scripts_report_aggregator_rationale_467"
    },
    {
      "label": "Format aggregated report as human-readable text.",
      "file_type": "rationale",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/report_aggregator.py",
      "source_location": "L569",
      "_origin": "ast",
      "community": 140,
      "norm_label": "format aggregated report as human-readable text.",
      "community_name": "SEO Report Aggregator",
      "id": "scripts_report_aggregator_rationale_569"
    },
    {
      "label": "Convert report to JSON-serializable dict.",
      "file_type": "rationale",
      "source_file": "custom-skills/34-seo-reporting-dashboard/code/scripts/report_aggregator.py",
      "source_location": "L647",
      "_origin": "ast",
      "community": 140,
      "norm_label": "convert report to json-serializable dict.",
      "community_name": "SEO Report Aggregator",
      "id": "scripts_report_aggregator_rationale_647"
    },
    {
      "label": "compliance_checker.py",
      "file_type": "code",
      "source_file": "custom-skills/40-jamie-brand-editor/code/scripts/compliance_checker.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 83,
      "norm_label": "compliance_checker.py",
      "community_name": "Content Compliance Checker",
      "id": "custom_skills_40_jamie_brand_editor_code_scripts_compliance_checker_py_scripts_compliance_checker"
    },
    {
      "label": "ComplianceViolation",
      "file_type": "code",
      "source_file": "custom-skills/40-jamie-brand-editor/code/scripts/compliance_checker.py",
      "source_location": "L23",
      "_origin": "ast",
      "community": 83,
      "norm_label": "complianceviolation",
      "community_name": "Content Compliance Checker",
      "id": "custom_skills_40_jamie_brand_editor_code_scripts_compliance_checker_py_scripts_compliance_checker_complianceviolation"
    },
    {
      "label": "ComplianceChecker",
      "file_type": "code",
      "source_file": "custom-skills/40-jamie-brand-editor/code/scripts/compliance_checker.py",
      "source_location": "L33",
      "_origin": "ast",
      "community": 83,
      "norm_label": "compliancechecker",
      "community_name": "Content Compliance Checker",
      "id": "custom_skills_40_jamie_brand_editor_code_scripts_compliance_checker_py_scripts_compliance_checker_compliancechecker"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/40-jamie-brand-editor/code/scripts/compliance_checker.py",
      "source_location": "L38",
      "_origin": "ast",
      "community": 83,
      "norm_label": ".__init__()",
      "community_name": "Content Compliance Checker",
      "id": "custom_skills_40_jamie_brand_editor_code_scripts_compliance_checker_py_scripts_compliance_checker_compliancechecker_init"
    },
    {
      "label": "._load_prohibited_patterns()",
      "file_type": "code",
      "source_file": "custom-skills/40-jamie-brand-editor/code/scripts/compliance_checker.py",
      "source_location": "L42",
      "_origin": "ast",
      "community": 83,
      "norm_label": "._load_prohibited_patterns()",
      "community_name": "Content Compliance Checker",
      "id": "custom_skills_40_jamie_brand_editor_code_scripts_compliance_checker_py_scripts_compliance_checker_compliancechecker_load_prohibited_patterns"
    },
    {
      "label": "._load_required_disclaimers()",
      "file_type": "code",
      "source_file": "custom-skills/40-jamie-brand-editor/code/scripts/compliance_checker.py",
      "source_location": "L79",
      "_origin": "ast",
      "community": 83,
      "norm_label": "._load_required_disclaimers()",
      "community_name": "Content Compliance Checker",
      "id": "custom_skills_40_jamie_brand_editor_code_scripts_compliance_checker_py_scripts_compliance_checker_compliancechecker_load_required_disclaimers"
    },
    {
      "label": ".check_content()",
      "file_type": "code",
      "source_file": "custom-skills/40-jamie-brand-editor/code/scripts/compliance_checker.py",
      "source_location": "L89",
      "_origin": "ast",
      "community": 83,
      "norm_label": ".check_content()",
      "community_name": "Content Compliance Checker",
      "id": "custom_skills_40_jamie_brand_editor_code_scripts_compliance_checker_py_scripts_compliance_checker_compliancechecker_check_content"
    },
    {
      "label": "._create_violation()",
      "file_type": "code",
      "source_file": "custom-skills/40-jamie-brand-editor/code/scripts/compliance_checker.py",
      "source_location": "L128",
      "_origin": "ast",
      "community": 83,
      "norm_label": "._create_violation()",
      "community_name": "Content Compliance Checker",
      "id": "custom_skills_40_jamie_brand_editor_code_scripts_compliance_checker_py_scripts_compliance_checker_compliancechecker_create_violation"
    },
    {
      "label": "._check_disclaimers()",
      "file_type": "code",
      "source_file": "custom-skills/40-jamie-brand-editor/code/scripts/compliance_checker.py",
      "source_location": "L166",
      "_origin": "ast",
      "community": 83,
      "norm_label": "._check_disclaimers()",
      "community_name": "Content Compliance Checker",
      "id": "custom_skills_40_jamie_brand_editor_code_scripts_compliance_checker_py_scripts_compliance_checker_compliancechecker_check_disclaimers"
    },
    {
      "label": "._count_by_severity()",
      "file_type": "code",
      "source_file": "custom-skills/40-jamie-brand-editor/code/scripts/compliance_checker.py",
      "source_location": "L205",
      "_origin": "ast",
      "community": 83,
      "norm_label": "._count_by_severity()",
      "community_name": "Content Compliance Checker",
      "id": "custom_skills_40_jamie_brand_editor_code_scripts_compliance_checker_py_scripts_compliance_checker_compliancechecker_count_by_severity"
    },
    {
      "label": "._generate_recommendations()",
      "file_type": "code",
      "source_file": "custom-skills/40-jamie-brand-editor/code/scripts/compliance_checker.py",
      "source_location": "L212",
      "_origin": "ast",
      "community": 83,
      "norm_label": "._generate_recommendations()",
      "community_name": "Content Compliance Checker",
      "id": "custom_skills_40_jamie_brand_editor_code_scripts_compliance_checker_py_scripts_compliance_checker_compliancechecker_generate_recommendations"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "custom-skills/40-jamie-brand-editor/code/scripts/compliance_checker.py",
      "source_location": "L230",
      "_origin": "ast",
      "community": 83,
      "norm_label": "main()",
      "community_name": "Content Compliance Checker",
      "id": "custom_skills_40_jamie_brand_editor_code_scripts_compliance_checker_py_scripts_compliance_checker_main"
    },
    {
      "label": "Jamie Marketing Brand Editor - Compliance Checker ==============================",
      "file_type": "rationale",
      "source_file": "custom-skills/40-jamie-brand-editor/code/scripts/compliance_checker.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 83,
      "norm_label": "jamie marketing brand editor - compliance checker ==============================",
      "community_name": "Content Compliance Checker",
      "id": "custom_skills_40_jamie_brand_editor_code_scripts_compliance_checker_py_scripts_compliance_checker_rationale_1"
    },
    {
      "label": "Represents a single compliance violation found in content",
      "file_type": "rationale",
      "source_file": "custom-skills/40-jamie-brand-editor/code/scripts/compliance_checker.py",
      "source_location": "L24",
      "_origin": "ast",
      "community": 83,
      "norm_label": "represents a single compliance violation found in content",
      "community_name": "Content Compliance Checker",
      "id": "custom_skills_40_jamie_brand_editor_code_scripts_compliance_checker_py_scripts_compliance_checker_rationale_24"
    },
    {
      "label": "Checks marketing content for violations of Korean medical advertising law.",
      "file_type": "rationale",
      "source_file": "custom-skills/40-jamie-brand-editor/code/scripts/compliance_checker.py",
      "source_location": "L34",
      "_origin": "ast",
      "community": 83,
      "norm_label": "checks marketing content for violations of korean medical advertising law.",
      "community_name": "Content Compliance Checker",
      "id": "custom_skills_40_jamie_brand_editor_code_scripts_compliance_checker_py_scripts_compliance_checker_rationale_34"
    },
    {
      "label": "Load regex patterns for prohibited content types.",
      "file_type": "rationale",
      "source_file": "custom-skills/40-jamie-brand-editor/code/scripts/compliance_checker.py",
      "source_location": "L43",
      "_origin": "ast",
      "community": 83,
      "norm_label": "load regex patterns for prohibited content types.",
      "community_name": "Content Compliance Checker",
      "id": "custom_skills_40_jamie_brand_editor_code_scripts_compliance_checker_py_scripts_compliance_checker_rationale_43"
    },
    {
      "label": "Load templates for required disclaimers.",
      "file_type": "rationale",
      "source_file": "custom-skills/40-jamie-brand-editor/code/scripts/compliance_checker.py",
      "source_location": "L80",
      "_origin": "ast",
      "community": 83,
      "norm_label": "load templates for required disclaimers.",
      "community_name": "Content Compliance Checker",
      "id": "custom_skills_40_jamie_brand_editor_code_scripts_compliance_checker_py_scripts_compliance_checker_rationale_80"
    },
    {
      "label": "Main method to check content for compliance violations.                  Args:",
      "file_type": "rationale",
      "source_file": "custom-skills/40-jamie-brand-editor/code/scripts/compliance_checker.py",
      "source_location": "L90",
      "_origin": "ast",
      "community": 83,
      "norm_label": "main method to check content for compliance violations.                  args:",
      "community_name": "Content Compliance Checker",
      "id": "custom_skills_40_jamie_brand_editor_code_scripts_compliance_checker_py_scripts_compliance_checker_rationale_90"
    },
    {
      "label": "Create a ComplianceViolation object from a regex match.",
      "file_type": "rationale",
      "source_file": "custom-skills/40-jamie-brand-editor/code/scripts/compliance_checker.py",
      "source_location": "L129",
      "_origin": "ast",
      "community": 83,
      "norm_label": "create a complianceviolation object from a regex match.",
      "community_name": "Content Compliance Checker",
      "id": "custom_skills_40_jamie_brand_editor_code_scripts_compliance_checker_py_scripts_compliance_checker_rationale_129"
    },
    {
      "label": "Check if required disclaimers are present in content.",
      "file_type": "rationale",
      "source_file": "custom-skills/40-jamie-brand-editor/code/scripts/compliance_checker.py",
      "source_location": "L167",
      "_origin": "ast",
      "community": 83,
      "norm_label": "check if required disclaimers are present in content.",
      "community_name": "Content Compliance Checker",
      "id": "custom_skills_40_jamie_brand_editor_code_scripts_compliance_checker_py_scripts_compliance_checker_rationale_167"
    },
    {
      "label": "Count violations by severity level.",
      "file_type": "rationale",
      "source_file": "custom-skills/40-jamie-brand-editor/code/scripts/compliance_checker.py",
      "source_location": "L206",
      "_origin": "ast",
      "community": 83,
      "norm_label": "count violations by severity level.",
      "community_name": "Content Compliance Checker",
      "id": "custom_skills_40_jamie_brand_editor_code_scripts_compliance_checker_py_scripts_compliance_checker_rationale_206"
    },
    {
      "label": "Generate actionable recommendations based on violations found.",
      "file_type": "rationale",
      "source_file": "custom-skills/40-jamie-brand-editor/code/scripts/compliance_checker.py",
      "source_location": "L213",
      "_origin": "ast",
      "community": 83,
      "norm_label": "generate actionable recommendations based on violations found.",
      "community_name": "Content Compliance Checker",
      "id": "custom_skills_40_jamie_brand_editor_code_scripts_compliance_checker_py_scripts_compliance_checker_rationale_213"
    },
    {
      "label": "Command-line interface for compliance checker.",
      "file_type": "rationale",
      "source_file": "custom-skills/40-jamie-brand-editor/code/scripts/compliance_checker.py",
      "source_location": "L231",
      "_origin": "ast",
      "community": 83,
      "norm_label": "command-line interface for compliance checker.",
      "community_name": "Content Compliance Checker",
      "id": "custom_skills_40_jamie_brand_editor_code_scripts_compliance_checker_py_scripts_compliance_checker_rationale_231"
    },
    {
      "label": "jamie_channel_status.py",
      "file_type": "code",
      "source_file": "custom-skills/43-jamie-youtube-manager/code/scripts/jamie_channel_status.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 188,
      "norm_label": "jamie_channel_status.py",
      "community_name": "YouTube Channel Status",
      "id": "scripts_jamie_channel_status"
    },
    {
      "label": "get_authenticated_service()",
      "file_type": "code",
      "source_file": "custom-skills/43-jamie-youtube-manager/code/scripts/jamie_channel_status.py",
      "source_location": "L49",
      "_origin": "ast",
      "community": 188,
      "norm_label": "get_authenticated_service()",
      "community_name": "YouTube Channel Status",
      "id": "scripts_jamie_channel_status_get_authenticated_service"
    },
    {
      "label": "get_channel_info()",
      "file_type": "code",
      "source_file": "custom-skills/43-jamie-youtube-manager/code/scripts/jamie_channel_status.py",
      "source_location": "L69",
      "_origin": "ast",
      "community": 188,
      "norm_label": "get_channel_info()",
      "community_name": "YouTube Channel Status",
      "id": "scripts_jamie_channel_status_get_channel_info"
    },
    {
      "label": "get_videos_status()",
      "file_type": "code",
      "source_file": "custom-skills/43-jamie-youtube-manager/code/scripts/jamie_channel_status.py",
      "source_location": "L81",
      "_origin": "ast",
      "community": 188,
      "norm_label": "get_videos_status()",
      "community_name": "YouTube Channel Status",
      "id": "scripts_jamie_channel_status_get_videos_status"
    },
    {
      "label": "format_duration()",
      "file_type": "code",
      "source_file": "custom-skills/43-jamie-youtube-manager/code/scripts/jamie_channel_status.py",
      "source_location": "L95",
      "_origin": "ast",
      "community": 188,
      "norm_label": "format_duration()",
      "community_name": "YouTube Channel Status",
      "id": "scripts_jamie_channel_status_format_duration"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "custom-skills/43-jamie-youtube-manager/code/scripts/jamie_channel_status.py",
      "source_location": "L112",
      "_origin": "ast",
      "community": 188,
      "norm_label": "main()",
      "community_name": "YouTube Channel Status",
      "id": "scripts_jamie_channel_status_main"
    },
    {
      "label": "Authenticate and return YouTube API service.",
      "file_type": "rationale",
      "source_file": "custom-skills/43-jamie-youtube-manager/code/scripts/jamie_channel_status.py",
      "source_location": "L50",
      "_origin": "ast",
      "community": 188,
      "norm_label": "authenticate and return youtube api service.",
      "community_name": "YouTube Channel Status",
      "id": "scripts_jamie_channel_status_rationale_50"
    },
    {
      "label": "Get channel information.",
      "file_type": "rationale",
      "source_file": "custom-skills/43-jamie-youtube-manager/code/scripts/jamie_channel_status.py",
      "source_location": "L70",
      "_origin": "ast",
      "community": 188,
      "norm_label": "get channel information.",
      "community_name": "YouTube Channel Status",
      "id": "scripts_jamie_channel_status_rationale_70"
    },
    {
      "label": "Get status of multiple videos.",
      "file_type": "rationale",
      "source_file": "custom-skills/43-jamie-youtube-manager/code/scripts/jamie_channel_status.py",
      "source_location": "L82",
      "_origin": "ast",
      "community": 188,
      "norm_label": "get status of multiple videos.",
      "community_name": "YouTube Channel Status",
      "id": "scripts_jamie_channel_status_rationale_82"
    },
    {
      "label": "Convert ISO 8601 duration to readable format.",
      "file_type": "rationale",
      "source_file": "custom-skills/43-jamie-youtube-manager/code/scripts/jamie_channel_status.py",
      "source_location": "L96",
      "_origin": "ast",
      "community": 188,
      "norm_label": "convert iso 8601 duration to readable format.",
      "community_name": "YouTube Channel Status",
      "id": "scripts_jamie_channel_status_rationale_96"
    },
    {
      "label": "jamie_video_info.py",
      "file_type": "code",
      "source_file": "custom-skills/43-jamie-youtube-manager/code/scripts/jamie_video_info.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 144,
      "norm_label": "jamie_video_info.py",
      "community_name": "YouTube Video Info",
      "id": "scripts_jamie_video_info"
    },
    {
      "label": "extract_video_id()",
      "file_type": "code",
      "source_file": "custom-skills/43-jamie-youtube-manager/code/scripts/jamie_video_info.py",
      "source_location": "L34",
      "_origin": "ast",
      "community": 144,
      "norm_label": "extract_video_id()",
      "community_name": "YouTube Video Info",
      "id": "scripts_jamie_video_info_extract_video_id"
    },
    {
      "label": "get_authenticated_service()",
      "file_type": "code",
      "source_file": "custom-skills/43-jamie-youtube-manager/code/scripts/jamie_video_info.py",
      "source_location": "L54",
      "_origin": "ast",
      "community": 144,
      "norm_label": "get_authenticated_service()",
      "community_name": "YouTube Video Info",
      "id": "scripts_jamie_video_info_get_authenticated_service"
    },
    {
      "label": "format_duration()",
      "file_type": "code",
      "source_file": "custom-skills/43-jamie-youtube-manager/code/scripts/jamie_video_info.py",
      "source_location": "L74",
      "_origin": "ast",
      "community": 144,
      "norm_label": "format_duration()",
      "community_name": "YouTube Video Info",
      "id": "scripts_jamie_video_info_format_duration"
    },
    {
      "label": "format_number()",
      "file_type": "code",
      "source_file": "custom-skills/43-jamie-youtube-manager/code/scripts/jamie_video_info.py",
      "source_location": "L90",
      "_origin": "ast",
      "community": 144,
      "norm_label": "format_number()",
      "community_name": "YouTube Video Info",
      "id": "scripts_jamie_video_info_format_number"
    },
    {
      "label": "get_video_info()",
      "file_type": "code",
      "source_file": "custom-skills/43-jamie-youtube-manager/code/scripts/jamie_video_info.py",
      "source_location": "L98",
      "_origin": "ast",
      "community": 144,
      "norm_label": "get_video_info()",
      "community_name": "YouTube Video Info",
      "id": "scripts_jamie_video_info_get_video_info"
    },
    {
      "label": "print_video_info()",
      "file_type": "code",
      "source_file": "custom-skills/43-jamie-youtube-manager/code/scripts/jamie_video_info.py",
      "source_location": "L145",
      "_origin": "ast",
      "community": 144,
      "norm_label": "print_video_info()",
      "community_name": "YouTube Video Info",
      "id": "scripts_jamie_video_info_print_video_info"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "custom-skills/43-jamie-youtube-manager/code/scripts/jamie_video_info.py",
      "source_location": "L191",
      "_origin": "ast",
      "community": 144,
      "norm_label": "main()",
      "community_name": "YouTube Video Info",
      "id": "scripts_jamie_video_info_main"
    },
    {
      "label": "Extract video ID from various YouTube URL formats.",
      "file_type": "rationale",
      "source_file": "custom-skills/43-jamie-youtube-manager/code/scripts/jamie_video_info.py",
      "source_location": "L35",
      "_origin": "ast",
      "community": 144,
      "norm_label": "extract video id from various youtube url formats.",
      "community_name": "YouTube Video Info",
      "id": "scripts_jamie_video_info_rationale_35"
    },
    {
      "label": "Authenticate and return YouTube API service.",
      "file_type": "rationale",
      "source_file": "custom-skills/43-jamie-youtube-manager/code/scripts/jamie_video_info.py",
      "source_location": "L55",
      "_origin": "ast",
      "community": 144,
      "norm_label": "authenticate and return youtube api service.",
      "community_name": "YouTube Video Info",
      "id": "scripts_jamie_video_info_rationale_55"
    },
    {
      "label": "Convert ISO 8601 duration to readable format.",
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      "label": "._count_by_severity()",
      "file_type": "code",
      "source_file": "custom-skills/47-jamie-marketing-editor/code/scripts/compliance_checker.py",
      "source_location": "L205",
      "_origin": "ast",
      "community": 84,
      "norm_label": "._count_by_severity()",
      "community_name": "Content Compliance Checker",
      "id": "custom_skills_47_jamie_marketing_editor_code_scripts_compliance_checker_py_scripts_compliance_checker_compliancechecker_count_by_severity"
    },
    {
      "label": "._generate_recommendations()",
      "file_type": "code",
      "source_file": "custom-skills/47-jamie-marketing-editor/code/scripts/compliance_checker.py",
      "source_location": "L212",
      "_origin": "ast",
      "community": 84,
      "norm_label": "._generate_recommendations()",
      "community_name": "Content Compliance Checker",
      "id": "custom_skills_47_jamie_marketing_editor_code_scripts_compliance_checker_py_scripts_compliance_checker_compliancechecker_generate_recommendations"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "custom-skills/47-jamie-marketing-editor/code/scripts/compliance_checker.py",
      "source_location": "L230",
      "_origin": "ast",
      "community": 84,
      "norm_label": "main()",
      "community_name": "Content Compliance Checker",
      "id": "custom_skills_47_jamie_marketing_editor_code_scripts_compliance_checker_py_scripts_compliance_checker_main"
    },
    {
      "label": "Jamie Marketing Brand Editor - Compliance Checker ==============================",
      "file_type": "rationale",
      "source_file": "custom-skills/47-jamie-marketing-editor/code/scripts/compliance_checker.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 84,
      "norm_label": "jamie marketing brand editor - compliance checker ==============================",
      "community_name": "Content Compliance Checker",
      "id": "custom_skills_47_jamie_marketing_editor_code_scripts_compliance_checker_py_scripts_compliance_checker_rationale_1"
    },
    {
      "label": "Represents a single compliance violation found in content",
      "file_type": "rationale",
      "source_file": "custom-skills/47-jamie-marketing-editor/code/scripts/compliance_checker.py",
      "source_location": "L24",
      "_origin": "ast",
      "community": 84,
      "norm_label": "represents a single compliance violation found in content",
      "community_name": "Content Compliance Checker",
      "id": "custom_skills_47_jamie_marketing_editor_code_scripts_compliance_checker_py_scripts_compliance_checker_rationale_24"
    },
    {
      "label": "Checks marketing content for violations of Korean medical advertising law.",
      "file_type": "rationale",
      "source_file": "custom-skills/47-jamie-marketing-editor/code/scripts/compliance_checker.py",
      "source_location": "L34",
      "_origin": "ast",
      "community": 84,
      "norm_label": "checks marketing content for violations of korean medical advertising law.",
      "community_name": "Content Compliance Checker",
      "id": "custom_skills_47_jamie_marketing_editor_code_scripts_compliance_checker_py_scripts_compliance_checker_rationale_34"
    },
    {
      "label": "Load regex patterns for prohibited content types.",
      "file_type": "rationale",
      "source_file": "custom-skills/47-jamie-marketing-editor/code/scripts/compliance_checker.py",
      "source_location": "L43",
      "_origin": "ast",
      "community": 84,
      "norm_label": "load regex patterns for prohibited content types.",
      "community_name": "Content Compliance Checker",
      "id": "custom_skills_47_jamie_marketing_editor_code_scripts_compliance_checker_py_scripts_compliance_checker_rationale_43"
    },
    {
      "label": "Load templates for required disclaimers.",
      "file_type": "rationale",
      "source_file": "custom-skills/47-jamie-marketing-editor/code/scripts/compliance_checker.py",
      "source_location": "L80",
      "_origin": "ast",
      "community": 84,
      "norm_label": "load templates for required disclaimers.",
      "community_name": "Content Compliance Checker",
      "id": "custom_skills_47_jamie_marketing_editor_code_scripts_compliance_checker_py_scripts_compliance_checker_rationale_80"
    },
    {
      "label": "Main method to check content for compliance violations.                  Args:",
      "file_type": "rationale",
      "source_file": "custom-skills/47-jamie-marketing-editor/code/scripts/compliance_checker.py",
      "source_location": "L90",
      "_origin": "ast",
      "community": 84,
      "norm_label": "main method to check content for compliance violations.                  args:",
      "community_name": "Content Compliance Checker",
      "id": "custom_skills_47_jamie_marketing_editor_code_scripts_compliance_checker_py_scripts_compliance_checker_rationale_90"
    },
    {
      "label": "Create a ComplianceViolation object from a regex match.",
      "file_type": "rationale",
      "source_file": "custom-skills/47-jamie-marketing-editor/code/scripts/compliance_checker.py",
      "source_location": "L129",
      "_origin": "ast",
      "community": 84,
      "norm_label": "create a complianceviolation object from a regex match.",
      "community_name": "Content Compliance Checker",
      "id": "custom_skills_47_jamie_marketing_editor_code_scripts_compliance_checker_py_scripts_compliance_checker_rationale_129"
    },
    {
      "label": "Check if required disclaimers are present in content.",
      "file_type": "rationale",
      "source_file": "custom-skills/47-jamie-marketing-editor/code/scripts/compliance_checker.py",
      "source_location": "L167",
      "_origin": "ast",
      "community": 84,
      "norm_label": "check if required disclaimers are present in content.",
      "community_name": "Content Compliance Checker",
      "id": "custom_skills_47_jamie_marketing_editor_code_scripts_compliance_checker_py_scripts_compliance_checker_rationale_167"
    },
    {
      "label": "Count violations by severity level.",
      "file_type": "rationale",
      "source_file": "custom-skills/47-jamie-marketing-editor/code/scripts/compliance_checker.py",
      "source_location": "L206",
      "_origin": "ast",
      "community": 84,
      "norm_label": "count violations by severity level.",
      "community_name": "Content Compliance Checker",
      "id": "custom_skills_47_jamie_marketing_editor_code_scripts_compliance_checker_py_scripts_compliance_checker_rationale_206"
    },
    {
      "label": "Generate actionable recommendations based on violations found.",
      "file_type": "rationale",
      "source_file": "custom-skills/47-jamie-marketing-editor/code/scripts/compliance_checker.py",
      "source_location": "L213",
      "_origin": "ast",
      "community": 84,
      "norm_label": "generate actionable recommendations based on violations found.",
      "community_name": "Content Compliance Checker",
      "id": "custom_skills_47_jamie_marketing_editor_code_scripts_compliance_checker_py_scripts_compliance_checker_rationale_213"
    },
    {
      "label": "Command-line interface for compliance checker.",
      "file_type": "rationale",
      "source_file": "custom-skills/47-jamie-marketing-editor/code/scripts/compliance_checker.py",
      "source_location": "L231",
      "_origin": "ast",
      "community": 84,
      "norm_label": "command-line interface for compliance checker.",
      "community_name": "Content Compliance Checker",
      "id": "custom_skills_47_jamie_marketing_editor_code_scripts_compliance_checker_py_scripts_compliance_checker_rationale_231"
    },
    {
      "label": "gtm_audit.py",
      "file_type": "code",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 221,
      "norm_label": "gtm_audit.py",
      "community_name": "GTM Audit Reporting",
      "id": "scripts_gtm_audit"
    },
    {
      "label": "DataLayerValidator",
      "file_type": "code",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L112",
      "_origin": "ast",
      "community": 133,
      "norm_label": "datalayervalidator",
      "community_name": "DataLayer Event Validator",
      "id": "scripts_gtm_audit_datalayervalidator"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L115",
      "_origin": "ast",
      "community": 133,
      "norm_label": ".__init__()",
      "community_name": "DataLayer Event Validator",
      "id": "scripts_gtm_audit_datalayervalidator_init"
    },
    {
      "label": ".validate_event()",
      "file_type": "code",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L120",
      "_origin": "ast",
      "community": 133,
      "norm_label": ".validate_event()",
      "community_name": "DataLayer Event Validator",
      "id": "scripts_gtm_audit_datalayervalidator_validate_event"
    },
    {
      "label": ".validate_sequence()",
      "file_type": "code",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L186",
      "_origin": "ast",
      "community": 133,
      "norm_label": ".validate_sequence()",
      "community_name": "DataLayer Event Validator",
      "id": "scripts_gtm_audit_datalayervalidator_validate_sequence"
    },
    {
      "label": ".check_ecommerce_clear()",
      "file_type": "code",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L207",
      "_origin": "ast",
      "community": 133,
      "norm_label": ".check_ecommerce_clear()",
      "community_name": "DataLayer Event Validator",
      "id": "scripts_gtm_audit_datalayervalidator_check_ecommerce_clear"
    },
    {
      "label": "FormAnalyzer",
      "file_type": "code",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L233",
      "_origin": "ast",
      "community": 134,
      "norm_label": "formanalyzer",
      "community_name": "Form Tracking Analyzer",
      "id": "scripts_gtm_audit_formanalyzer"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L236",
      "_origin": "ast",
      "community": 134,
      "norm_label": ".__init__()",
      "community_name": "Form Tracking Analyzer",
      "id": "scripts_gtm_audit_formanalyzer_init"
    },
    {
      "label": ".discover_forms()",
      "file_type": "code",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L242",
      "_origin": "ast",
      "community": 134,
      "norm_label": ".discover_forms()",
      "community_name": "Form Tracking Analyzer",
      "id": "scripts_gtm_audit_formanalyzer_discover_forms"
    },
    {
      "label": ".analyze_form_tracking_readiness()",
      "file_type": "code",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L275",
      "_origin": "ast",
      "community": 134,
      "norm_label": ".analyze_form_tracking_readiness()",
      "community_name": "Form Tracking Analyzer",
      "id": "scripts_gtm_audit_formanalyzer_analyze_form_tracking_readiness"
    },
    {
      "label": ".simulate_form_interaction()",
      "file_type": "code",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L311",
      "_origin": "ast",
      "community": 134,
      "norm_label": ".simulate_form_interaction()",
      "community_name": "Form Tracking Analyzer",
      "id": "scripts_gtm_audit_formanalyzer_simulate_form_interaction"
    },
    {
      "label": ".check_form_events()",
      "file_type": "code",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L392",
      "_origin": "ast",
      "community": 134,
      "norm_label": ".check_form_events()",
      "community_name": "Form Tracking Analyzer",
      "id": "scripts_gtm_audit_formanalyzer_check_form_events"
    },
    {
      "label": "CheckoutFlowAnalyzer",
      "file_type": "code",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L413",
      "_origin": "ast",
      "community": 175,
      "norm_label": "checkoutflowanalyzer",
      "community_name": "Checkout Flow Auditor",
      "id": "scripts_gtm_audit_checkoutflowanalyzer"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L416",
      "_origin": "ast",
      "community": 175,
      "norm_label": ".__init__()",
      "community_name": "Checkout Flow Auditor",
      "id": "scripts_gtm_audit_checkoutflowanalyzer_init"
    },
    {
      "label": ".detect_checkout_elements()",
      "file_type": "code",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L422",
      "_origin": "ast",
      "community": 175,
      "norm_label": ".detect_checkout_elements()",
      "community_name": "Checkout Flow Auditor",
      "id": "scripts_gtm_audit_checkoutflowanalyzer_detect_checkout_elements"
    },
    {
      "label": ".simulate_add_to_cart()",
      "file_type": "code",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L477",
      "_origin": "ast",
      "community": 175,
      "norm_label": ".simulate_add_to_cart()",
      "community_name": "Checkout Flow Auditor",
      "id": "scripts_gtm_audit_checkoutflowanalyzer_simulate_add_to_cart"
    },
    {
      "label": ".simulate_begin_checkout()",
      "file_type": "code",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L509",
      "_origin": "ast",
      "community": 175,
      "norm_label": ".simulate_begin_checkout()",
      "community_name": "Checkout Flow Auditor",
      "id": "scripts_gtm_audit_checkoutflowanalyzer_simulate_begin_checkout"
    },
    {
      "label": ".validate_checkout_events()",
      "file_type": "code",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L540",
      "_origin": "ast",
      "community": 133,
      "norm_label": ".validate_checkout_events()",
      "community_name": "DataLayer Event Validator",
      "id": "scripts_gtm_audit_checkoutflowanalyzer_validate_checkout_events"
    },
    {
      "label": "GTMAuditor",
      "file_type": "code",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L579",
      "_origin": "ast",
      "community": 116,
      "norm_label": "gtmauditor",
      "community_name": "GTM Audit Orchestrator",
      "id": "scripts_gtm_audit_gtmauditor"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L582",
      "_origin": "ast",
      "community": 116,
      "norm_label": ".__init__()",
      "community_name": "GTM Audit Orchestrator",
      "id": "scripts_gtm_audit_gtmauditor_init"
    },
    {
      "label": "._setup_network_monitoring()",
      "file_type": "code",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L619",
      "_origin": "ast",
      "community": 116,
      "norm_label": "._setup_network_monitoring()",
      "community_name": "GTM Audit Orchestrator",
      "id": "scripts_gtm_audit_gtmauditor_setup_network_monitoring"
    },
    {
      "label": "._setup_datalayer_monitoring()",
      "file_type": "code",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L639",
      "_origin": "ast",
      "community": 116,
      "norm_label": "._setup_datalayer_monitoring()",
      "community_name": "GTM Audit Orchestrator",
      "id": "scripts_gtm_audit_gtmauditor_setup_datalayer_monitoring"
    },
    {
      "label": "._capture_datalayer()",
      "file_type": "code",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L658",
      "_origin": "ast",
      "community": 134,
      "norm_label": "._capture_datalayer()",
      "community_name": "Form Tracking Analyzer",
      "id": "scripts_gtm_audit_gtmauditor_capture_datalayer"
    },
    {
      "label": "._capture_monitored_events()",
      "file_type": "code",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L673",
      "_origin": "ast",
      "community": 133,
      "norm_label": "._capture_monitored_events()",
      "community_name": "DataLayer Event Validator",
      "id": "scripts_gtm_audit_gtmauditor_capture_monitored_events"
    },
    {
      "label": "._check_gtm_container()",
      "file_type": "code",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L683",
      "_origin": "ast",
      "community": 116,
      "norm_label": "._check_gtm_container()",
      "community_name": "GTM Audit Orchestrator",
      "id": "scripts_gtm_audit_gtmauditor_check_gtm_container"
    },
    {
      "label": "._simulate_scroll()",
      "file_type": "code",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L794",
      "_origin": "ast",
      "community": 116,
      "norm_label": "._simulate_scroll()",
      "community_name": "GTM Audit Orchestrator",
      "id": "scripts_gtm_audit_gtmauditor_simulate_scroll"
    },
    {
      "label": "._run_form_audit()",
      "file_type": "code",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L809",
      "_origin": "ast",
      "community": 134,
      "norm_label": "._run_form_audit()",
      "community_name": "Form Tracking Analyzer",
      "id": "scripts_gtm_audit_gtmauditor_run_form_audit"
    },
    {
      "label": "._run_checkout_audit()",
      "file_type": "code",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L837",
      "_origin": "ast",
      "community": 175,
      "norm_label": "._run_checkout_audit()",
      "community_name": "Checkout Flow Auditor",
      "id": "scripts_gtm_audit_gtmauditor_run_checkout_audit"
    },
    {
      "label": "._run_datalayer_audit()",
      "file_type": "code",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L851",
      "_origin": "ast",
      "community": 133,
      "norm_label": "._run_datalayer_audit()",
      "community_name": "DataLayer Event Validator",
      "id": "scripts_gtm_audit_gtmauditor_run_datalayer_audit"
    },
    {
      "label": "._generate_recommendations()",
      "file_type": "code",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L893",
      "_origin": "ast",
      "community": 116,
      "norm_label": "._generate_recommendations()",
      "community_name": "GTM Audit Orchestrator",
      "id": "scripts_gtm_audit_gtmauditor_generate_recommendations"
    },
    {
      "label": "._generate_checklist()",
      "file_type": "code",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L942",
      "_origin": "ast",
      "community": 116,
      "norm_label": "._generate_checklist()",
      "community_name": "GTM Audit Orchestrator",
      "id": "scripts_gtm_audit_gtmauditor_generate_checklist"
    },
    {
      "label": ".run_audit()",
      "file_type": "code",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L973",
      "_origin": "ast",
      "community": 116,
      "norm_label": ".run_audit()",
      "community_name": "GTM Audit Orchestrator",
      "id": "scripts_gtm_audit_gtmauditor_run_audit"
    },
    {
      "label": ".save_report()",
      "file_type": "code",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L1040",
      "_origin": "ast",
      "community": 221,
      "norm_label": ".save_report()",
      "community_name": "GTM Audit Reporting",
      "id": "scripts_gtm_audit_gtmauditor_save_report"
    },
    {
      "label": ".print_summary()",
      "file_type": "code",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L1046",
      "_origin": "ast",
      "community": 221,
      "norm_label": ".print_summary()",
      "community_name": "GTM Audit Reporting",
      "id": "scripts_gtm_audit_gtmauditor_print_summary"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L1087",
      "_origin": "ast",
      "community": 221,
      "norm_label": "main()",
      "community_name": "GTM Audit Reporting",
      "id": "scripts_gtm_audit_main"
    },
    {
      "label": "Advanced dataLayer validation and monitoring.",
      "file_type": "rationale",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L113",
      "_origin": "ast",
      "community": 133,
      "norm_label": "advanced datalayer validation and monitoring.",
      "community_name": "DataLayer Event Validator",
      "id": "scripts_gtm_audit_rationale_113"
    },
    {
      "label": "Validate a single dataLayer event against GA4 specs.",
      "file_type": "rationale",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L121",
      "_origin": "ast",
      "community": 133,
      "norm_label": "validate a single datalayer event against ga4 specs.",
      "community_name": "DataLayer Event Validator",
      "id": "scripts_gtm_audit_rationale_121"
    },
    {
      "label": "Validate checkout event sequence.",
      "file_type": "rationale",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L187",
      "_origin": "ast",
      "community": 133,
      "norm_label": "validate checkout event sequence.",
      "community_name": "DataLayer Event Validator",
      "id": "scripts_gtm_audit_rationale_187"
    },
    {
      "label": "Check if ecommerce object is cleared before new pushes.",
      "file_type": "rationale",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L208",
      "_origin": "ast",
      "community": 133,
      "norm_label": "check if ecommerce object is cleared before new pushes.",
      "community_name": "DataLayer Event Validator",
      "id": "scripts_gtm_audit_rationale_208"
    },
    {
      "label": "Form discovery, analysis, and interaction tracking.",
      "file_type": "rationale",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L234",
      "_origin": "ast",
      "community": 134,
      "norm_label": "form discovery, analysis, and interaction tracking.",
      "community_name": "Form Tracking Analyzer",
      "id": "scripts_gtm_audit_rationale_234"
    },
    {
      "label": "Find and analyze all forms on the page.",
      "file_type": "rationale",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L243",
      "_origin": "ast",
      "community": 134,
      "norm_label": "find and analyze all forms on the page.",
      "community_name": "Form Tracking Analyzer",
      "id": "scripts_gtm_audit_rationale_243"
    },
    {
      "label": "Check if forms are ready for GTM tracking.",
      "file_type": "rationale",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L276",
      "_origin": "ast",
      "community": 134,
      "norm_label": "check if forms are ready for gtm tracking.",
      "community_name": "Form Tracking Analyzer",
      "id": "scripts_gtm_audit_rationale_276"
    },
    {
      "label": "Simulate user interaction with a form.",
      "file_type": "rationale",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L312",
      "_origin": "ast",
      "community": 134,
      "norm_label": "simulate user interaction with a form.",
      "community_name": "Form Tracking Analyzer",
      "id": "scripts_gtm_audit_rationale_312"
    },
    {
      "label": "Check if expected form events are in dataLayer.",
      "file_type": "rationale",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L393",
      "_origin": "ast",
      "community": 134,
      "norm_label": "check if expected form events are in datalayer.",
      "community_name": "Form Tracking Analyzer",
      "id": "scripts_gtm_audit_rationale_393"
    },
    {
      "label": "E-commerce checkout flow simulation and validation.",
      "file_type": "rationale",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L414",
      "_origin": "ast",
      "community": 175,
      "norm_label": "e-commerce checkout flow simulation and validation.",
      "community_name": "Checkout Flow Auditor",
      "id": "scripts_gtm_audit_rationale_414"
    },
    {
      "label": "Find checkout-related elements on page.",
      "file_type": "rationale",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L423",
      "_origin": "ast",
      "community": 175,
      "norm_label": "find checkout-related elements on page.",
      "community_name": "Checkout Flow Auditor",
      "id": "scripts_gtm_audit_rationale_423"
    },
    {
      "label": "Attempt to simulate add-to-cart action.",
      "file_type": "rationale",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L478",
      "_origin": "ast",
      "community": 175,
      "norm_label": "attempt to simulate add-to-cart action.",
      "community_name": "Checkout Flow Auditor",
      "id": "scripts_gtm_audit_rationale_478"
    },
    {
      "label": "Attempt to click checkout button.",
      "file_type": "rationale",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L510",
      "_origin": "ast",
      "community": 175,
      "norm_label": "attempt to click checkout button.",
      "community_name": "Checkout Flow Auditor",
      "id": "scripts_gtm_audit_rationale_510"
    },
    {
      "label": "Validate checkout-related events in dataLayer.",
      "file_type": "rationale",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L541",
      "_origin": "ast",
      "community": 133,
      "norm_label": "validate checkout-related events in datalayer.",
      "community_name": "DataLayer Event Validator",
      "id": "scripts_gtm_audit_rationale_541"
    },
    {
      "label": "Main GTM audit orchestrator.",
      "file_type": "rationale",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L580",
      "_origin": "ast",
      "community": 116,
      "norm_label": "main gtm audit orchestrator.",
      "community_name": "GTM Audit Orchestrator",
      "id": "scripts_gtm_audit_rationale_580"
    },
    {
      "label": "Intercept and log network requests to tag destinations.",
      "file_type": "rationale",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L620",
      "_origin": "ast",
      "community": 116,
      "norm_label": "intercept and log network requests to tag destinations.",
      "community_name": "GTM Audit Orchestrator",
      "id": "scripts_gtm_audit_rationale_620"
    },
    {
      "label": "Inject dataLayer monitoring script.",
      "file_type": "rationale",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L640",
      "_origin": "ast",
      "community": 116,
      "norm_label": "inject datalayer monitoring script.",
      "community_name": "GTM Audit Orchestrator",
      "id": "scripts_gtm_audit_rationale_640"
    },
    {
      "label": "Capture current dataLayer state.",
      "file_type": "rationale",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L659",
      "_origin": "ast",
      "community": 134,
      "norm_label": "capture current datalayer state.",
      "community_name": "Form Tracking Analyzer",
      "id": "scripts_gtm_audit_rationale_659"
    },
    {
      "label": "Capture events logged by our monitoring.",
      "file_type": "rationale",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L674",
      "_origin": "ast",
      "community": 133,
      "norm_label": "capture events logged by our monitoring.",
      "community_name": "DataLayer Event Validator",
      "id": "scripts_gtm_audit_rationale_674"
    },
    {
      "label": "Verify GTM container installation.",
      "file_type": "rationale",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L684",
      "_origin": "ast",
      "community": 116,
      "norm_label": "verify gtm container installation.",
      "community_name": "GTM Audit Orchestrator",
      "id": "scripts_gtm_audit_rationale_684"
    },
    {
      "label": "Simulate scroll to trigger scroll-depth tags.",
      "file_type": "rationale",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L795",
      "_origin": "ast",
      "community": 116,
      "norm_label": "simulate scroll to trigger scroll-depth tags.",
      "community_name": "GTM Audit Orchestrator",
      "id": "scripts_gtm_audit_rationale_795"
    },
    {
      "label": "Execute form analysis.",
      "file_type": "rationale",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L810",
      "_origin": "ast",
      "community": 134,
      "norm_label": "execute form analysis.",
      "community_name": "Form Tracking Analyzer",
      "id": "scripts_gtm_audit_rationale_810"
    },
    {
      "label": "Execute e-commerce checkout flow analysis.",
      "file_type": "rationale",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L838",
      "_origin": "ast",
      "community": 175,
      "norm_label": "execute e-commerce checkout flow analysis.",
      "community_name": "Checkout Flow Auditor",
      "id": "scripts_gtm_audit_rationale_838"
    },
    {
      "label": "Execute deep dataLayer analysis.",
      "file_type": "rationale",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L852",
      "_origin": "ast",
      "community": 133,
      "norm_label": "execute deep datalayer analysis.",
      "community_name": "DataLayer Event Validator",
      "id": "scripts_gtm_audit_rationale_852"
    },
    {
      "label": "Generate recommendations based on findings.",
      "file_type": "rationale",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L894",
      "_origin": "ast",
      "community": 116,
      "norm_label": "generate recommendations based on findings.",
      "community_name": "GTM Audit Orchestrator",
      "id": "scripts_gtm_audit_rationale_894"
    },
    {
      "label": "Generate audit checklist.",
      "file_type": "rationale",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L943",
      "_origin": "ast",
      "community": 116,
      "norm_label": "generate audit checklist.",
      "community_name": "GTM Audit Orchestrator",
      "id": "scripts_gtm_audit_rationale_943"
    },
    {
      "label": "Execute the full audit workflow.",
      "file_type": "rationale",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L974",
      "_origin": "ast",
      "community": 116,
      "norm_label": "execute the full audit workflow.",
      "community_name": "GTM Audit Orchestrator",
      "id": "scripts_gtm_audit_rationale_974"
    },
    {
      "label": "Save report to JSON file.",
      "file_type": "rationale",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L1041",
      "_origin": "ast",
      "community": 221,
      "norm_label": "save report to json file.",
      "community_name": "GTM Audit Reporting",
      "id": "scripts_gtm_audit_rationale_1041"
    },
    {
      "label": "Print audit summary to console.",
      "file_type": "rationale",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/gtm_audit.py",
      "source_location": "L1047",
      "_origin": "ast",
      "community": 221,
      "norm_label": "print audit summary to console.",
      "community_name": "GTM Audit Reporting",
      "id": "scripts_gtm_audit_rationale_1047"
    },
    {
      "label": "setup.sh",
      "file_type": "code",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/setup.sh",
      "source_location": "L1",
      "metadata": {
        "language": "bash",
        "kind": "file"
      },
      "_origin": "ast",
      "community": 293,
      "norm_label": "setup.sh",
      "community_name": "Setup Script",
      "id": "scripts_setup"
    },
    {
      "label": "setup.sh script",
      "file_type": "code",
      "source_file": "custom-skills/60-gtm-audit/code/scripts/setup.sh",
      "source_location": "L1",
      "metadata": {
        "language": "bash",
        "kind": "bash_entrypoint"
      },
      "_origin": "ast",
      "community": 293,
      "norm_label": "setup.sh script",
      "community_name": "Setup Script",
      "id": "users_ourdigital_project_our_claude_skills_custom_skills_60_gtm_audit_code_scripts_setup_sh__entry"
    },
    {
      "label": "generate_quotation.py",
      "file_type": "code",
      "source_file": "custom-skills/73-dintel-quotation-mgr/code/scripts/generate_quotation.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 14,
      "norm_label": "generate_quotation.py",
      "community_name": "Branded Document Generation",
      "id": "scripts_generate_quotation"
    },
    {
      "label": "LineItem",
      "file_type": "code",
      "source_file": "custom-skills/73-dintel-quotation-mgr/code/scripts/generate_quotation.py",
      "source_location": "L72",
      "_origin": "ast",
      "community": 14,
      "norm_label": "lineitem",
      "community_name": "Branded Document Generation",
      "id": "scripts_generate_quotation_lineitem"
    },
    {
      "label": "QuotationDraft",
      "file_type": "code",
      "source_file": "custom-skills/73-dintel-quotation-mgr/code/scripts/generate_quotation.py",
      "source_location": "L83",
      "_origin": "ast",
      "community": 14,
      "norm_label": "quotationdraft",
      "community_name": "Branded Document Generation",
      "id": "scripts_generate_quotation_quotationdraft"
    },
    {
      "label": "calculate_price()",
      "file_type": "code",
      "source_file": "custom-skills/73-dintel-quotation-mgr/code/scripts/generate_quotation.py",
      "source_location": "L102",
      "_origin": "ast",
      "community": 14,
      "norm_label": "calculate_price()",
      "community_name": "Branded Document Generation",
      "id": "scripts_generate_quotation_calculate_price"
    },
    {
      "label": "determine_discount()",
      "file_type": "code",
      "source_file": "custom-skills/73-dintel-quotation-mgr/code/scripts/generate_quotation.py",
      "source_location": "L112",
      "_origin": "ast",
      "community": 14,
      "norm_label": "determine_discount()",
      "community_name": "Branded Document Generation",
      "id": "scripts_generate_quotation_determine_discount"
    },
    {
      "label": "build_quotation()",
      "file_type": "code",
      "source_file": "custom-skills/73-dintel-quotation-mgr/code/scripts/generate_quotation.py",
      "source_location": "L146",
      "_origin": "ast",
      "community": 14,
      "norm_label": "build_quotation()",
      "community_name": "Branded Document Generation",
      "id": "scripts_generate_quotation_build_quotation"
    },
    {
      "label": "generate_xlsx()",
      "file_type": "code",
      "source_file": "custom-skills/73-dintel-quotation-mgr/code/scripts/generate_quotation.py",
      "source_location": "L192",
      "_origin": "ast",
      "community": 14,
      "norm_label": "generate_xlsx()",
      "community_name": "Branded Document Generation",
      "id": "scripts_generate_quotation_generate_xlsx"
    },
    {
      "label": "Path",
      "file_type": "code",
      "source_file": "custom-skills/73-dintel-quotation-mgr/code/scripts/generate_quotation.py",
      "source_location": "L192",
      "_origin": "ast",
      "community": 14,
      "norm_label": "path",
      "community_name": "Branded Document Generation",
      "id": "custom_skills_73_dintel_quotation_mgr_code_scripts_generate_quotation_py_path"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "custom-skills/73-dintel-quotation-mgr/code/scripts/generate_quotation.py",
      "source_location": "L330",
      "_origin": "ast",
      "community": 14,
      "norm_label": "main()",
      "community_name": "Branded Document Generation",
      "id": "scripts_generate_quotation_main"
    },
    {
      "label": "D.intelligence Quotation Generator Agent #73 - dintel-quotation-mgr  Generate",
      "file_type": "rationale",
      "source_file": "custom-skills/73-dintel-quotation-mgr/code/scripts/generate_quotation.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 14,
      "norm_label": "d.intelligence quotation generator agent #73 - dintel-quotation-mgr  generate",
      "community_name": "Branded Document Generation",
      "id": "scripts_generate_quotation_rationale_1"
    },
    {
      "label": "Calculate module price based on complexity percentile within range.",
      "file_type": "rationale",
      "source_file": "custom-skills/73-dintel-quotation-mgr/code/scripts/generate_quotation.py",
      "source_location": "L103",
      "_origin": "ast",
      "community": 14,
      "norm_label": "calculate module price based on complexity percentile within range.",
      "community_name": "Branded Document Generation",
      "id": "scripts_generate_quotation_rationale_103"
    },
    {
      "label": "Determine the highest applicable base discount, plus renewal if applicable.",
      "file_type": "rationale",
      "source_file": "custom-skills/73-dintel-quotation-mgr/code/scripts/generate_quotation.py",
      "source_location": "L113",
      "_origin": "ast",
      "community": 14,
      "norm_label": "determine the highest applicable base discount, plus renewal if applicable.",
      "community_name": "Branded Document Generation",
      "id": "scripts_generate_quotation_rationale_113"
    },
    {
      "label": "Build a complete quotation draft.",
      "file_type": "rationale",
      "source_file": "custom-skills/73-dintel-quotation-mgr/code/scripts/generate_quotation.py",
      "source_location": "L153",
      "_origin": "ast",
      "community": 14,
      "norm_label": "build a complete quotation draft.",
      "community_name": "Branded Document Generation",
      "id": "scripts_generate_quotation_rationale_153"
    },
    {
      "label": "Generate branded .xlsx quotation file.      TODO: Implement full branded workb",
      "file_type": "rationale",
      "source_file": "custom-skills/73-dintel-quotation-mgr/code/scripts/generate_quotation.py",
      "source_location": "L193",
      "_origin": "ast",
      "community": 14,
      "norm_label": "generate branded .xlsx quotation file.      todo: implement full branded workb",
      "community_name": "Branded Document Generation",
      "id": "scripts_generate_quotation_rationale_193"
    },
    {
      "label": "install.sh",
      "file_type": "code",
      "source_file": "custom-skills/80-claude-settings-optimizer/code/install.sh",
      "source_location": "L1",
      "metadata": {
        "language": "bash",
        "kind": "file"
      },
      "_origin": "ast",
      "community": 268,
      "norm_label": "install.sh",
      "community_name": "Installation Script",
      "id": "code_install"
    },
    {
      "label": "install.sh script",
      "file_type": "code",
      "source_file": "custom-skills/80-claude-settings-optimizer/code/install.sh",
      "source_location": "L1",
      "metadata": {
        "language": "bash",
        "kind": "bash_entrypoint"
      },
      "_origin": "ast",
      "community": 268,
      "norm_label": "install.sh script",
      "community_name": "Installation Script",
      "id": "users_ourdigital_project_our_claude_skills_custom_skills_80_claude_settings_optimizer_code_install_sh__entry"
    },
    {
      "label": "analyze_extensions.py",
      "file_type": "code",
      "source_file": "custom-skills/80-claude-settings-optimizer/code/scripts/analyze_extensions.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 122,
      "norm_label": "analyze_extensions.py",
      "community_name": "Skill Extension Analyzer",
      "id": "scripts_analyze_extensions"
    },
    {
      "label": "ExtensionsAnalyzer",
      "file_type": "code",
      "source_file": "custom-skills/80-claude-settings-optimizer/code/scripts/analyze_extensions.py",
      "source_location": "L22",
      "_origin": "ast",
      "community": 122,
      "norm_label": "extensionsanalyzer",
      "community_name": "Skill Extension Analyzer",
      "id": "scripts_analyze_extensions_extensionsanalyzer"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "custom-skills/80-claude-settings-optimizer/code/scripts/analyze_extensions.py",
      "source_location": "L23",
      "_origin": "ast",
      "community": 122,
      "norm_label": ".__init__()",
      "community_name": "Skill Extension Analyzer",
      "id": "scripts_analyze_extensions_extensionsanalyzer_init"
    },
    {
      "label": ".find_extension_dirs()",
      "file_type": "code",
      "source_file": "custom-skills/80-claude-settings-optimizer/code/scripts/analyze_extensions.py",
      "source_location": "L34",
      "_origin": "ast",
      "community": 122,
      "norm_label": ".find_extension_dirs()",
      "community_name": "Skill Extension Analyzer",
      "id": "scripts_analyze_extensions_extensionsanalyzer_find_extension_dirs"
    },
    {
      "label": ".parse_frontmatter()",
      "file_type": "code",
      "source_file": "custom-skills/80-claude-settings-optimizer/code/scripts/analyze_extensions.py",
      "source_location": "L51",
      "_origin": "ast",
      "community": 122,
      "norm_label": ".parse_frontmatter()",
      "community_name": "Skill Extension Analyzer",
      "id": "scripts_analyze_extensions_extensionsanalyzer_parse_frontmatter"
    },
    {
      "label": ".analyze_command()",
      "file_type": "code",
      "source_file": "custom-skills/80-claude-settings-optimizer/code/scripts/analyze_extensions.py",
      "source_location": "L75",
      "_origin": "ast",
      "community": 122,
      "norm_label": ".analyze_command()",
      "community_name": "Skill Extension Analyzer",
      "id": "scripts_analyze_extensions_extensionsanalyzer_analyze_command"
    },
    {
      "label": "Path",
      "file_type": "code",
      "source_file": "custom-skills/80-claude-settings-optimizer/code/scripts/analyze_extensions.py",
      "source_location": "L75",
      "_origin": "ast",
      "community": 122,
      "norm_label": "path",
      "community_name": "Skill Extension Analyzer",
      "id": "custom_skills_80_claude_settings_optimizer_code_scripts_analyze_extensions_py_path"
    },
    {
      "label": ".analyze_skill()",
      "file_type": "code",
      "source_file": "custom-skills/80-claude-settings-optimizer/code/scripts/analyze_extensions.py",
      "source_location": "L106",
      "_origin": "ast",
      "community": 122,
      "norm_label": ".analyze_skill()",
      "community_name": "Skill Extension Analyzer",
      "id": "scripts_analyze_extensions_extensionsanalyzer_analyze_skill"
    },
    {
      "label": ".analyze_agent()",
      "file_type": "code",
      "source_file": "custom-skills/80-claude-settings-optimizer/code/scripts/analyze_extensions.py",
      "source_location": "L141",
      "_origin": "ast",
      "community": 122,
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      "community_name": "Web Crawler Manager",
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      "_origin": "ast",
      "community": 132,
      "norm_label": "list recent crawl records.",
      "community_name": "Web Crawler Manager",
      "id": "scripts_crawl_mgr_rationale_205"
    },
    {
      "label": "Extract title from markdown content.",
      "file_type": "rationale",
      "source_file": "custom-skills/90-reference-curator/02-web-crawler-orchestrator/code/scripts/crawl_mgr.py",
      "source_location": "L239",
      "_origin": "ast",
      "community": 132,
      "norm_label": "extract title from markdown content.",
      "community_name": "Web Crawler Manager",
      "id": "scripts_crawl_mgr_rationale_239"
    },
    {
      "label": "Extract source URL from markdown frontmatter or content.",
      "file_type": "rationale",
      "source_file": "custom-skills/90-reference-curator/02-web-crawler-orchestrator/code/scripts/crawl_mgr.py",
      "source_location": "L248",
      "_origin": "ast",
      "community": 132,
      "norm_label": "extract source url from markdown frontmatter or content.",
      "community_name": "Web Crawler Manager",
      "id": "scripts_crawl_mgr_rationale_248"
    },
    {
      "label": "Get alternative crawler recommendations.",
      "file_type": "rationale",
      "source_file": "custom-skills/90-reference-curator/02-web-crawler-orchestrator/code/scripts/crawl_mgr.py",
      "source_location": "L269",
      "_origin": "ast",
      "community": 132,
      "norm_label": "get alternative crawler recommendations.",
      "community_name": "Web Crawler Manager",
      "id": "scripts_crawl_mgr_rationale_269"
    },
    {
      "label": "seo_crawler_adapter.py",
      "file_type": "code",
      "source_file": "custom-skills/90-reference-curator/02-web-crawler-orchestrator/code/scripts/seo_crawler_adapter.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 56,
      "norm_label": "seo_crawler_adapter.py",
      "community_name": "SEO Crawler Adapter",
      "id": "scripts_seo_crawler_adapter"
    },
    {
      "label": "CrawlProgress",
      "file_type": "code",
      "source_file": "custom-skills/90-reference-curator/02-web-crawler-orchestrator/code/scripts/seo_crawler_adapter.py",
      "source_location": "L70",
      "_origin": "ast",
      "community": 56,
      "norm_label": "crawlprogress",
      "community_name": "SEO Crawler Adapter",
      "id": "scripts_seo_crawler_adapter_crawlprogress"
    },
    {
      "label": ".save()",
      "file_type": "code",
      "source_file": "custom-skills/90-reference-curator/02-web-crawler-orchestrator/code/scripts/seo_crawler_adapter.py",
      "source_location": "L82",
      "_origin": "ast",
      "community": 56,
      "norm_label": ".save()",
      "community_name": "SEO Crawler Adapter",
      "id": "scripts_seo_crawler_adapter_crawlprogress_save"
    },
    {
      "label": "Path",
      "file_type": "code",
      "source_file": "custom-skills/90-reference-curator/02-web-crawler-orchestrator/code/scripts/seo_crawler_adapter.py",
      "source_location": "L82",
      "_origin": "ast",
      "community": 56,
      "norm_label": "path",
      "community_name": "SEO Crawler Adapter",
      "id": "custom_skills_90_reference_curator_02_web_crawler_orchestrator_code_scripts_seo_crawler_adapter_py_path"
    },
    {
      "label": "_slugify()",
      "file_type": "code",
      "source_file": "custom-skills/90-reference-curator/02-web-crawler-orchestrator/code/scripts/seo_crawler_adapter.py",
      "source_location": "L100",
      "_origin": "ast",
      "community": 56,
      "norm_label": "_slugify()",
      "community_name": "SEO Crawler Adapter",
      "id": "scripts_seo_crawler_adapter_slugify"
    },
    {
      "label": "_extract_main_content()",
      "file_type": "code",
      "source_file": "custom-skills/90-reference-curator/02-web-crawler-orchestrator/code/scripts/seo_crawler_adapter.py",
      "source_location": "L108",
      "_origin": "ast",
      "community": 56,
      "norm_label": "_extract_main_content()",
      "community_name": "SEO Crawler Adapter",
      "id": "scripts_seo_crawler_adapter_extract_main_content"
    },
    {
      "label": "_table_to_markdown()",
      "file_type": "code",
      "source_file": "custom-skills/90-reference-curator/02-web-crawler-orchestrator/code/scripts/seo_crawler_adapter.py",
      "source_location": "L158",
      "_origin": "ast",
      "community": 56,
      "norm_label": "_table_to_markdown()",
      "community_name": "SEO Crawler Adapter",
      "id": "scripts_seo_crawler_adapter_table_to_markdown"
    },
    {
      "label": "_write_raw_file()",
      "file_type": "code",
      "source_file": "custom-skills/90-reference-curator/02-web-crawler-orchestrator/code/scripts/seo_crawler_adapter.py",
      "source_location": "L175",
      "_origin": "ast",
      "community": 56,
      "norm_label": "_write_raw_file()",
      "community_name": "SEO Crawler Adapter",
      "id": "scripts_seo_crawler_adapter_write_raw_file"
    },
    {
      "label": "PageMetadata",
      "file_type": "code",
      "source_file": "custom-skills/90-reference-curator/02-web-crawler-orchestrator/code/scripts/seo_crawler_adapter.py",
      "source_location": "L175",
      "_origin": "ast",
      "community": 172,
      "norm_label": "pagemetadata",
      "community_name": "Rate Limiting Client",
      "id": "custom_skills_90_reference_curator_02_web_crawler_orchestrator_code_scripts_seo_crawler_adapter_py_pagemetadata"
    },
    {
      "label": "discover_urls()",
      "file_type": "code",
      "source_file": "custom-skills/90-reference-curator/02-web-crawler-orchestrator/code/scripts/seo_crawler_adapter.py",
      "source_location": "L225",
      "_origin": "ast",
      "community": 56,
      "norm_label": "discover_urls()",
      "community_name": "SEO Crawler Adapter",
      "id": "scripts_seo_crawler_adapter_discover_urls"
    },
    {
      "label": "discover_from_sitemap()",
      "file_type": "code",
      "source_file": "custom-skills/90-reference-curator/02-web-crawler-orchestrator/code/scripts/seo_crawler_adapter.py",
      "source_location": "L266",
      "_origin": "ast",
      "community": 56,
      "norm_label": "discover_from_sitemap()",
      "community_name": "SEO Crawler Adapter",
      "id": "scripts_seo_crawler_adapter_discover_from_sitemap"
    },
    {
      "label": "_is_captcha_response()",
      "file_type": "code",
      "source_file": "custom-skills/90-reference-curator/02-web-crawler-orchestrator/code/scripts/seo_crawler_adapter.py",
      "source_location": "L300",
      "_origin": "ast",
      "community": 172,
      "norm_label": "_is_captcha_response()",
      "community_name": "Rate Limiting Client",
      "id": "scripts_seo_crawler_adapter_is_captcha_response"
    },
    {
      "label": "Response",
      "file_type": "code",
      "source_file": "custom-skills/90-reference-curator/02-web-crawler-orchestrator/code/scripts/seo_crawler_adapter.py",
      "source_location": "L300",
      "_origin": "ast",
      "community": 172,
      "norm_label": "response",
      "community_name": "Rate Limiting Client",
      "id": "response"
    },
    {
      "label": "crawl_urls()",
      "file_type": "code",
      "source_file": "custom-skills/90-reference-curator/02-web-crawler-orchestrator/code/scripts/seo_crawler_adapter.py",
      "source_location": "L315",
      "_origin": "ast",
      "community": 56,
      "norm_label": "crawl_urls()",
      "community_name": "SEO Crawler Adapter",
      "id": "scripts_seo_crawler_adapter_crawl_urls"
    },
    {
      "label": "cli()",
      "file_type": "code",
      "source_file": "custom-skills/90-reference-curator/02-web-crawler-orchestrator/code/scripts/seo_crawler_adapter.py",
      "source_location": "L499",
      "_origin": "ast",
      "community": 56,
      "norm_label": "cli()",
      "community_name": "SEO Crawler Adapter",
      "id": "scripts_seo_crawler_adapter_cli"
    },
    {
      "label": "crawl()",
      "file_type": "code",
      "source_file": "custom-skills/90-reference-curator/02-web-crawler-orchestrator/code/scripts/seo_crawler_adapter.py",
      "source_location": "L511",
      "_origin": "ast",
      "community": 56,
      "norm_label": "crawl()",
      "community_name": "SEO Crawler Adapter",
      "id": "scripts_seo_crawler_adapter_crawl"
    },
    {
      "label": "crawl_sitemap()",
      "file_type": "code",
      "source_file": "custom-skills/90-reference-curator/02-web-crawler-orchestrator/code/scripts/seo_crawler_adapter.py",
      "source_location": "L534",
      "_origin": "ast",
      "community": 56,
      "norm_label": "crawl_sitemap()",
      "community_name": "SEO Crawler Adapter",
      "id": "scripts_seo_crawler_adapter_crawl_sitemap"
    },
    {
      "label": "discover()",
      "file_type": "code",
      "source_file": "custom-skills/90-reference-curator/02-web-crawler-orchestrator/code/scripts/seo_crawler_adapter.py",
      "source_location": "L556",
      "_origin": "ast",
      "community": 56,
      "norm_label": "discover()",
      "community_name": "SEO Crawler Adapter",
      "id": "scripts_seo_crawler_adapter_discover"
    },
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      "label": "crawl_manifest()",
      "file_type": "code",
      "source_file": "custom-skills/90-reference-curator/02-web-crawler-orchestrator/code/scripts/seo_crawler_adapter.py",
      "source_location": "L575",
      "_origin": "ast",
      "community": 56,
      "norm_label": "crawl_manifest()",
      "community_name": "SEO Crawler Adapter",
      "id": "scripts_seo_crawler_adapter_crawl_manifest"
    },
    {
      "label": "status()",
      "file_type": "code",
      "source_file": "custom-skills/90-reference-curator/02-web-crawler-orchestrator/code/scripts/seo_crawler_adapter.py",
      "source_location": "L594",
      "_origin": "ast",
      "community": 56,
      "norm_label": "status()",
      "community_name": "SEO Crawler Adapter",
      "id": "scripts_seo_crawler_adapter_status"
    },
    {
      "label": "Track crawl progress for reference curation.",
      "file_type": "rationale",
      "source_file": "custom-skills/90-reference-curator/02-web-crawler-orchestrator/code/scripts/seo_crawler_adapter.py",
      "source_location": "L71",
      "_origin": "ast",
      "community": 56,
      "norm_label": "track crawl progress for reference curation.",
      "community_name": "SEO Crawler Adapter",
      "id": "scripts_seo_crawler_adapter_rationale_71"
    },
    {
      "label": "Convert text to URL-friendly slug.",
      "file_type": "rationale",
      "source_file": "custom-skills/90-reference-curator/02-web-crawler-orchestrator/code/scripts/seo_crawler_adapter.py",
      "source_location": "L101",
      "_origin": "ast",
      "community": 56,
      "norm_label": "convert text to url-friendly slug.",
      "community_name": "SEO Crawler Adapter",
      "id": "scripts_seo_crawler_adapter_rationale_101"
    },
    {
      "label": "Extract main content as markdown from HTML.      Uses BeautifulSoup to strip nav",
      "file_type": "rationale",
      "source_file": "custom-skills/90-reference-curator/02-web-crawler-orchestrator/code/scripts/seo_crawler_adapter.py",
      "source_location": "L109",
      "_origin": "ast",
      "community": 56,
      "norm_label": "extract main content as markdown from html.      uses beautifulsoup to strip nav",
      "community_name": "SEO Crawler Adapter",
      "id": "scripts_seo_crawler_adapter_rationale_109"
    },
    {
      "label": "Convert an HTML table to markdown.",
      "file_type": "rationale",
      "source_file": "custom-skills/90-reference-curator/02-web-crawler-orchestrator/code/scripts/seo_crawler_adapter.py",
      "source_location": "L159",
      "_origin": "ast",
      "community": 56,
      "norm_label": "convert an html table to markdown.",
      "community_name": "SEO Crawler Adapter",
      "id": "scripts_seo_crawler_adapter_rationale_159"
    },
    {
      "label": "Write a single .raw.md file with YAML frontmatter.",
      "file_type": "rationale",
      "source_file": "custom-skills/90-reference-curator/02-web-crawler-orchestrator/code/scripts/seo_crawler_adapter.py",
      "source_location": "L182",
      "_origin": "ast",
      "community": 56,
      "norm_label": "write a single .raw.md file with yaml frontmatter.",
      "community_name": "SEO Crawler Adapter",
      "id": "scripts_seo_crawler_adapter_rationale_182"
    },
    {
      "label": "Discover URLs from a root page by following links.      Uses PageAnalyzer to ext",
      "file_type": "rationale",
      "source_file": "custom-skills/90-reference-curator/02-web-crawler-orchestrator/code/scripts/seo_crawler_adapter.py",
      "source_location": "L227",
      "_origin": "ast",
      "community": 56,
      "norm_label": "discover urls from a root page by following links.      uses pageanalyzer to ext",
      "community_name": "SEO Crawler Adapter",
      "id": "scripts_seo_crawler_adapter_rationale_227"
    },
    {
      "label": "Extract URLs from an XML sitemap.",
      "file_type": "rationale",
      "source_file": "custom-skills/90-reference-curator/02-web-crawler-orchestrator/code/scripts/seo_crawler_adapter.py",
      "source_location": "L267",
      "_origin": "ast",
      "community": 56,
      "norm_label": "extract urls from an xml sitemap.",
      "community_name": "SEO Crawler Adapter",
      "id": "scripts_seo_crawler_adapter_rationale_267"
    },
    {
      "label": "Detect Google CAPTCHA / IP block responses.",
      "file_type": "rationale",
      "source_file": "custom-skills/90-reference-curator/02-web-crawler-orchestrator/code/scripts/seo_crawler_adapter.py",
      "source_location": "L301",
      "_origin": "ast",
      "community": 172,
      "norm_label": "detect google captcha / ip block responses.",
      "community_name": "Rate Limiting Client",
      "id": "scripts_seo_crawler_adapter_rationale_301"
    },
    {
      "label": "Crawl a list of URLs and write .raw.md files.      Args:         delay: Seconds",
      "file_type": "rationale",
      "source_file": "custom-skills/90-reference-curator/02-web-crawler-orchestrator/code/scripts/seo_crawler_adapter.py",
      "source_location": "L324",
      "_origin": "ast",
      "community": 56,
      "norm_label": "crawl a list of urls and write .raw.md files.      args:         delay: seconds",
      "community_name": "SEO Crawler Adapter",
      "id": "scripts_seo_crawler_adapter_rationale_324"
    },
    {
      "label": "SEO Crawler Adapter \u2014 reference-curator crawling backend.",
      "file_type": "rationale",
      "source_file": "custom-skills/90-reference-curator/02-web-crawler-orchestrator/code/scripts/seo_crawler_adapter.py",
      "source_location": "L500",
      "_origin": "ast",
      "community": 56,
      "norm_label": "seo crawler adapter \u2014 reference-curator crawling backend.",
      "community_name": "SEO Crawler Adapter",
      "id": "scripts_seo_crawler_adapter_rationale_500"
    },
    {
      "label": "Crawl a list of URLs and write .raw.md files.",
      "file_type": "rationale",
      "source_file": "custom-skills/90-reference-curator/02-web-crawler-orchestrator/code/scripts/seo_crawler_adapter.py",
      "source_location": "L512",
      "_origin": "ast",
      "community": 56,
      "norm_label": "crawl a list of urls and write .raw.md files.",
      "community_name": "SEO Crawler Adapter",
      "id": "scripts_seo_crawler_adapter_rationale_512"
    },
    {
      "label": "Crawl URLs discovered from an XML sitemap.",
      "file_type": "rationale",
      "source_file": "custom-skills/90-reference-curator/02-web-crawler-orchestrator/code/scripts/seo_crawler_adapter.py",
      "source_location": "L535",
      "_origin": "ast",
      "community": 56,
      "norm_label": "crawl urls discovered from an xml sitemap.",
      "community_name": "SEO Crawler Adapter",
      "id": "scripts_seo_crawler_adapter_rationale_535"
    },
    {
      "label": "Discover URLs from a root page, then crawl them all.",
      "file_type": "rationale",
      "source_file": "custom-skills/90-reference-curator/02-web-crawler-orchestrator/code/scripts/seo_crawler_adapter.py",
      "source_location": "L557",
      "_origin": "ast",
      "community": 56,
      "norm_label": "discover urls from a root page, then crawl them all.",
      "community_name": "SEO Crawler Adapter",
      "id": "scripts_seo_crawler_adapter_rationale_557"
    },
    {
      "label": "Crawl URLs from a reference-curator manifest file.",
      "file_type": "rationale",
      "source_file": "custom-skills/90-reference-curator/02-web-crawler-orchestrator/code/scripts/seo_crawler_adapter.py",
      "source_location": "L576",
      "_origin": "ast",
      "community": 56,
      "norm_label": "crawl urls from a reference-curator manifest file.",
      "community_name": "SEO Crawler Adapter",
      "id": "scripts_seo_crawler_adapter_rationale_576"
    },
    {
      "label": "Check crawl progress.",
      "file_type": "rationale",
      "source_file": "custom-skills/90-reference-curator/02-web-crawler-orchestrator/code/scripts/seo_crawler_adapter.py",
      "source_location": "L595",
      "_origin": "ast",
      "community": 56,
      "norm_label": "check crawl progress.",
      "community_name": "SEO Crawler Adapter",
      "id": "scripts_seo_crawler_adapter_rationale_595"
    },
    {
      "label": "repo.py",
      "file_type": "code",
      "source_file": "custom-skills/90-reference-curator/03-content-repository/code/scripts/repo.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 0,
      "norm_label": "repo.py",
      "community_name": "Database Session Management",
      "id": "scripts_repo"
    },
    {
      "label": "cli()",
      "file_type": "code",
      "source_file": "custom-skills/90-reference-curator/03-content-repository/code/scripts/repo.py",
      "source_location": "L30",
      "_origin": "ast",
      "community": 0,
      "norm_label": "cli()",
      "community_name": "Database Session Management",
      "id": "scripts_repo_cli"
    },
    {
      "label": "store()",
      "file_type": "code",
      "source_file": "custom-skills/90-reference-curator/03-content-repository/code/scripts/repo.py",
      "source_location": "L45",
      "_origin": "ast",
      "community": 0,
      "norm_label": "store()",
      "community_name": "Database Session Management",
      "id": "scripts_repo_store"
    },
    {
      "label": "check_dup()",
      "file_type": "code",
      "source_file": "custom-skills/90-reference-curator/03-content-repository/code/scripts/repo.py",
      "source_location": "L82",
      "_origin": "ast",
      "community": 0,
      "norm_label": "check_dup()",
      "community_name": "Database Session Management",
      "id": "scripts_repo_check_dup"
    },
    {
      "label": "query_topic()",
      "file_type": "code",
      "source_file": "custom-skills/90-reference-curator/03-content-repository/code/scripts/repo.py",
      "source_location": "L104",
      "_origin": "ast",
      "community": 0,
      "norm_label": "query_topic()",
      "community_name": "Database Session Management",
      "id": "scripts_repo_query_topic"
    },
    {
      "label": "find_stale()",
      "file_type": "code",
      "source_file": "custom-skills/90-reference-curator/03-content-repository/code/scripts/repo.py",
      "source_location": "L132",
      "_origin": "ast",
      "community": 0,
      "norm_label": "find_stale()",
      "community_name": "Database Session Management",
      "id": "scripts_repo_find_stale"
    },
    {
      "label": "pending_reviews()",
      "file_type": "code",
      "source_file": "custom-skills/90-reference-curator/03-content-repository/code/scripts/repo.py",
      "source_location": "L165",
      "_origin": "ast",
      "community": 0,
      "norm_label": "pending_reviews()",
      "community_name": "Database Session Management",
      "id": "scripts_repo_pending_reviews"
    },
    {
      "label": "export_ready()",
      "file_type": "code",
      "source_file": "custom-skills/90-reference-curator/03-content-repository/code/scripts/repo.py",
      "source_location": "L200",
      "_origin": "ast",
      "community": 0,
      "norm_label": "export_ready()",
      "community_name": "Database Session Management",
      "id": "scripts_repo_export_ready"
    },
    {
      "label": "stats()",
      "file_type": "code",
      "source_file": "custom-skills/90-reference-curator/03-content-repository/code/scripts/repo.py",
      "source_location": "L244",
      "_origin": "ast",
      "community": 0,
      "norm_label": "stats()",
      "community_name": "Database Session Management",
      "id": "scripts_repo_stats"
    },
    {
      "label": "_print_doc_table()",
      "file_type": "code",
      "source_file": "custom-skills/90-reference-curator/03-content-repository/code/scripts/repo.py",
      "source_location": "L310",
      "_origin": "ast",
      "community": 0,
      "norm_label": "_print_doc_table()",
      "community_name": "Database Session Management",
      "id": "scripts_repo_print_doc_table"
    },
    {
      "label": "Content Repository \u2014 manage documents in the reference library.",
      "file_type": "rationale",
      "source_file": "custom-skills/90-reference-curator/03-content-repository/code/scripts/repo.py",
      "source_location": "L31",
      "_origin": "ast",
      "community": 0,
      "norm_label": "content repository \u2014 manage documents in the reference library.",
      "community_name": "Database Session Management",
      "id": "scripts_repo_rationale_31"
    },
    {
      "label": "Store a new document in the repository.",
      "file_type": "rationale",
      "source_file": "custom-skills/90-reference-curator/03-content-repository/code/scripts/repo.py",
      "source_location": "L46",
      "_origin": "ast",
      "community": 0,
      "norm_label": "store a new document in the repository.",
      "community_name": "Database Session Management",
      "id": "scripts_repo_rationale_46"
    },
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      "file_type": "rationale",
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      "id": "refcurator_utils_setup_logging"
    },
    {
      "label": "Logger",
      "file_type": "code",
      "source_file": "custom-skills/90-reference-curator/shared/lib/src/refcurator/utils.py",
      "source_location": "L63",
      "_origin": "ast",
      "community": 48,
      "norm_label": "logger",
      "community_name": "Reference Curator Utilities",
      "id": "custom_skills_90_reference_curator_shared_lib_src_refcurator_utils_py_logger"
    },
    {
      "label": "Common utilities for the reference curator pipeline.",
      "file_type": "rationale",
      "source_file": "custom-skills/90-reference-curator/shared/lib/src/refcurator/utils.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 48,
      "norm_label": "common utilities for the reference curator pipeline.",
      "community_name": "Reference Curator Utilities",
      "id": "refcurator_utils_rationale_1"
    },
    {
      "label": "Normalize a URL for deduplication.      - Lowercase scheme and host     - Remove",
      "file_type": "rationale",
      "source_file": "custom-skills/90-reference-curator/shared/lib/src/refcurator/utils.py",
      "source_location": "L13",
      "_origin": "ast",
      "community": 51,
      "norm_label": "normalize a url for deduplication.      - lowercase scheme and host     - remove",
      "community_name": "Crawl Manifest Management",
      "id": "refcurator_utils_rationale_13"
    },
    {
      "label": "SHA-256 hash of normalized URL. Matches the url_hash column in schema.sql.",
      "file_type": "rationale",
      "source_file": "custom-skills/90-reference-curator/shared/lib/src/refcurator/utils.py",
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      "_origin": "ast",
      "community": 0,
      "norm_label": "sha-256 hash of normalized url. matches the url_hash column in schema.sql.",
      "community_name": "Database Session Management",
      "id": "refcurator_utils_rationale_37"
    },
    {
      "label": "Convert text to a URL/folder-friendly slug.      >>> slugify(\"Prompt Engineering",
      "file_type": "rationale",
      "source_file": "custom-skills/90-reference-curator/shared/lib/src/refcurator/utils.py",
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      "community": 48,
      "norm_label": "convert text to a url/folder-friendly slug.      >>> slugify(\"prompt engineering",
      "community_name": "Reference Curator Utilities",
      "id": "refcurator_utils_rationale_42"
    },
    {
      "label": "Approximate token count using chars/4 heuristic.      Good enough for compressio",
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      "community": 48,
      "norm_label": "approximate token count using chars/4 heuristic.      good enough for compressio",
      "community_name": "Reference Curator Utilities",
      "id": "refcurator_utils_rationale_56"
    },
    {
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      "source_file": "custom-skills/90-reference-curator/shared/lib/src/refcurator/utils.py",
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      "community": 48,
      "norm_label": "configure and return a logger for the reference curator pipeline.",
      "community_name": "Reference Curator Utilities",
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    },
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      "norm_label": "check-ownership.py",
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      "_origin": "ast",
      "community": 85,
      "norm_label": "get_project_root()",
      "community_name": "Project Ownership Manager",
      "id": "scripts_check_ownership_get_project_root"
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      "file_type": "code",
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      "_origin": "ast",
      "community": 85,
      "norm_label": "path",
      "community_name": "Project Ownership Manager",
      "id": "custom_skills_91_multi_agent_guide_skills_multi_agent_guide_scripts_check_ownership_py_path"
    },
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      "label": "get_agent_author()",
      "file_type": "code",
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      "_origin": "ast",
      "community": 85,
      "norm_label": "get_agent_author()",
      "community_name": "Project Ownership Manager",
      "id": "scripts_check_ownership_get_agent_author"
    },
    {
      "label": "load_yaml_file()",
      "file_type": "code",
      "source_file": "custom-skills/91-multi-agent-guide/skills/multi-agent-guide/scripts/check-ownership.py",
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      "_origin": "ast",
      "community": 85,
      "norm_label": "load_yaml_file()",
      "community_name": "Project Ownership Manager",
      "id": "scripts_check_ownership_load_yaml_file"
    },
    {
      "label": "get_file_owner()",
      "file_type": "code",
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      "_origin": "ast",
      "community": 85,
      "norm_label": "get_file_owner()",
      "community_name": "Project Ownership Manager",
      "id": "scripts_check_ownership_get_file_owner"
    },
    {
      "label": "is_file_locked()",
      "file_type": "code",
      "source_file": "custom-skills/91-multi-agent-guide/skills/multi-agent-guide/scripts/check-ownership.py",
      "source_location": "L159",
      "_origin": "ast",
      "community": 85,
      "norm_label": "is_file_locked()",
      "community_name": "Project Ownership Manager",
      "id": "scripts_check_ownership_is_file_locked"
    },
    {
      "label": "check_commit_message()",
      "file_type": "code",
      "source_file": "custom-skills/91-multi-agent-guide/skills/multi-agent-guide/scripts/check-ownership.py",
      "source_location": "L197",
      "_origin": "ast",
      "community": 85,
      "norm_label": "check_commit_message()",
      "community_name": "Project Ownership Manager",
      "id": "scripts_check_ownership_check_commit_message"
    },
    {
      "label": "verify_ownership()",
      "file_type": "code",
      "source_file": "custom-skills/91-multi-agent-guide/skills/multi-agent-guide/scripts/check-ownership.py",
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      "_origin": "ast",
      "community": 85,
      "norm_label": "verify_ownership()",
      "community_name": "Project Ownership Manager",
      "id": "scripts_check_ownership_verify_ownership"
    },
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      "_origin": "ast",
      "community": 85,
      "norm_label": "verify_setup()",
      "community_name": "Project Ownership Manager",
      "id": "scripts_check_ownership_verify_setup"
    },
    {
      "label": "list_expired()",
      "file_type": "code",
      "source_file": "custom-skills/91-multi-agent-guide/skills/multi-agent-guide/scripts/check-ownership.py",
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      "_origin": "ast",
      "community": 85,
      "norm_label": "list_expired()",
      "community_name": "Project Ownership Manager",
      "id": "scripts_check_ownership_list_expired"
    },
    {
      "label": "validate_state()",
      "file_type": "code",
      "source_file": "custom-skills/91-multi-agent-guide/skills/multi-agent-guide/scripts/check-ownership.py",
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      "_origin": "ast",
      "community": 85,
      "norm_label": "validate_state()",
      "community_name": "Project Ownership Manager",
      "id": "scripts_check_ownership_validate_state"
    },
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      "_origin": "ast",
      "community": 85,
      "norm_label": "main()",
      "community_name": "Project Ownership Manager",
      "id": "scripts_check_ownership_main"
    },
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      "file_type": "rationale",
      "source_file": "custom-skills/91-multi-agent-guide/skills/multi-agent-guide/scripts/check-ownership.py",
      "source_location": "L97",
      "_origin": "ast",
      "community": 85,
      "norm_label": "find the project root directory.",
      "community_name": "Project Ownership Manager",
      "id": "scripts_check_ownership_rationale_97"
    },
    {
      "label": "Get the current agent from environment variable.",
      "file_type": "rationale",
      "source_file": "custom-skills/91-multi-agent-guide/skills/multi-agent-guide/scripts/check-ownership.py",
      "source_location": "L111",
      "_origin": "ast",
      "community": 85,
      "norm_label": "get the current agent from environment variable.",
      "community_name": "Project Ownership Manager",
      "id": "scripts_check_ownership_rationale_111"
    },
    {
      "label": "Load a YAML file safely.",
      "file_type": "rationale",
      "source_file": "custom-skills/91-multi-agent-guide/skills/multi-agent-guide/scripts/check-ownership.py",
      "source_location": "L117",
      "_origin": "ast",
      "community": 85,
      "norm_label": "load a yaml file safely.",
      "community_name": "Project Ownership Manager",
      "id": "scripts_check_ownership_rationale_117"
    },
    {
      "label": "Determine the owner of a file.      Returns:         Tuple of (owner, ownership_",
      "file_type": "rationale",
      "source_file": "custom-skills/91-multi-agent-guide/skills/multi-agent-guide/scripts/check-ownership.py",
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      "_origin": "ast",
      "community": 85,
      "norm_label": "determine the owner of a file.      returns:         tuple of (owner, ownership_",
      "community_name": "Project Ownership Manager",
      "id": "scripts_check_ownership_rationale_131"
    },
    {
      "label": "Check if a file is locked by another agent.      Returns:         Tuple of (is_l",
      "file_type": "rationale",
      "source_file": "custom-skills/91-multi-agent-guide/skills/multi-agent-guide/scripts/check-ownership.py",
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      "_origin": "ast",
      "community": 85,
      "norm_label": "check if a file is locked by another agent.      returns:         tuple of (is_l",
      "community_name": "Project Ownership Manager",
      "id": "scripts_check_ownership_rationale_160"
    },
    {
      "label": "Verify commit message follows the [Agent] type(scope): description format.",
      "file_type": "rationale",
      "source_file": "custom-skills/91-multi-agent-guide/skills/multi-agent-guide/scripts/check-ownership.py",
      "source_location": "L198",
      "_origin": "ast",
      "community": 85,
      "norm_label": "verify commit message follows the [agent] type(scope): description format.",
      "community_name": "Project Ownership Manager",
      "id": "scripts_check_ownership_rationale_198"
    },
    {
      "label": "Verify ownership for a list of files.      Returns:         Tuple of (violations",
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      "source_location": "L225",
      "_origin": "ast",
      "community": 85,
      "norm_label": "verify ownership for a list of files.      returns:         tuple of (violations",
      "community_name": "Project Ownership Manager",
      "id": "scripts_check_ownership_rationale_225"
    },
    {
      "label": "Verify that the agent environment is properly configured.",
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      "source_location": "L276",
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      "community": 85,
      "norm_label": "verify that the agent environment is properly configured.",
      "community_name": "Project Ownership Manager",
      "id": "scripts_check_ownership_rationale_276"
    },
    {
      "label": "List expired tasks and locks.",
      "file_type": "rationale",
      "source_file": "custom-skills/91-multi-agent-guide/skills/multi-agent-guide/scripts/check-ownership.py",
      "source_location": "L320",
      "_origin": "ast",
      "community": 85,
      "norm_label": "list expired tasks and locks.",
      "community_name": "Project Ownership Manager",
      "id": "scripts_check_ownership_rationale_320"
    },
    {
      "label": "Validate the structure of state files.",
      "file_type": "rationale",
      "source_file": "custom-skills/91-multi-agent-guide/skills/multi-agent-guide/scripts/check-ownership.py",
      "source_location": "L375",
      "_origin": "ast",
      "community": 85,
      "norm_label": "validate the structure of state files.",
      "community_name": "Project Ownership Manager",
      "id": "scripts_check_ownership_rationale_375"
    },
    {
      "label": "findings.schema.json",
      "file_type": "code",
      "source_file": "custom-skills/95-ourdigital-presales-seo/findings.schema.json",
      "source_location": "L1",
      "_origin": "ast",
      "community": 148,
      "norm_label": "findings.schema.json",
      "community_name": "Technical Findings Schema",
      "id": "95_ourdigital_presales_seo_findings_schema"
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      "_origin": "ast",
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      "norm_label": "$schema",
      "community_name": "Technical Findings Schema",
      "id": "95_ourdigital_presales_seo_findings_schema_schema"
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      "file_type": "code",
      "source_file": "custom-skills/95-ourdigital-presales-seo/findings.schema.json",
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      "norm_label": "title",
      "community_name": "Technical Findings Schema",
      "id": "95_ourdigital_presales_seo_findings_schema_title"
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      "community_name": "Technical Findings Schema",
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      "community_name": "Technical Findings Schema",
      "id": "95_ourdigital_presales_seo_findings_schema_required"
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      "source_file": "custom-skills/95-ourdigital-presales-seo/findings.schema.json",
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      "_origin": "ast",
      "community": 125,
      "norm_label": "prospect",
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      "_origin": "ast",
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      "norm_label": "name",
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      "_origin": "ast",
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      "_origin": "ast",
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      "norm_label": "domain",
      "community_name": "Audit Prospect Properties",
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      "_origin": "ast",
      "community": 125,
      "norm_label": "type",
      "community_name": "Audit Prospect Properties",
      "id": "95_ourdigital_presales_seo_findings_schema_domain_type"
    },
    {
      "label": "aliases",
      "file_type": "code",
      "source_file": "custom-skills/95-ourdigital-presales-seo/findings.schema.json",
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      "_origin": "ast",
      "community": 160,
      "norm_label": "aliases",
      "community_name": "Competitor Benchmark Schema",
      "id": "95_ourdigital_presales_seo_findings_schema_properties_aliases"
    },
    {
      "label": "type",
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      "source_file": "custom-skills/95-ourdigital-presales-seo/findings.schema.json",
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      "_origin": "ast",
      "community": 160,
      "norm_label": "type",
      "community_name": "Competitor Benchmark Schema",
      "id": "95_ourdigital_presales_seo_findings_schema_aliases_type"
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      "label": "items",
      "file_type": "code",
      "source_file": "custom-skills/95-ourdigital-presales-seo/findings.schema.json",
      "source_location": "L14",
      "_origin": "ast",
      "community": 160,
      "norm_label": "items",
      "community_name": "Competitor Benchmark Schema",
      "id": "95_ourdigital_presales_seo_findings_schema_aliases_items"
    },
    {
      "label": "type",
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      "source_file": "custom-skills/95-ourdigital-presales-seo/findings.schema.json",
      "source_location": "L14",
      "_origin": "ast",
      "community": 160,
      "norm_label": "type",
      "community_name": "Competitor Benchmark Schema",
      "id": "95_ourdigital_presales_seo_findings_schema_items_type"
    },
    {
      "label": "vertical",
      "file_type": "code",
      "source_file": "custom-skills/95-ourdigital-presales-seo/findings.schema.json",
      "source_location": "L15",
      "_origin": "ast",
      "community": 125,
      "norm_label": "vertical",
      "community_name": "Audit Prospect Properties",
      "id": "95_ourdigital_presales_seo_findings_schema_properties_vertical"
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    {
      "label": "type",
      "file_type": "code",
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      "source_location": "L15",
      "_origin": "ast",
      "community": 125,
      "norm_label": "type",
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      "id": "95_ourdigital_presales_seo_findings_schema_vertical_type"
    },
    {
      "label": "audit_date",
      "file_type": "code",
      "source_file": "custom-skills/95-ourdigital-presales-seo/findings.schema.json",
      "source_location": "L16",
      "_origin": "ast",
      "community": 125,
      "norm_label": "audit_date",
      "community_name": "Audit Prospect Properties",
      "id": "95_ourdigital_presales_seo_findings_schema_properties_audit_date"
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    {
      "label": "type",
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      "source_location": "L16",
      "_origin": "ast",
      "community": 125,
      "norm_label": "type",
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      "id": "95_ourdigital_presales_seo_findings_schema_audit_date_type"
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      "source_location": "L16",
      "_origin": "ast",
      "community": 125,
      "norm_label": "description",
      "community_name": "Audit Prospect Properties",
      "id": "95_ourdigital_presales_seo_findings_schema_audit_date_description"
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      "label": "draw()",
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      "community": 100,
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      "community": 100,
      "norm_label": "entity",
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      "id": "templates_generator_template_entity"
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    {
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      "norm_label": ".update()",
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    {
      "label": ".display()",
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      "_origin": "ast",
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      "norm_label": ".display()",
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    {
      "label": "hexToRgb()",
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      "_origin": "ast",
      "community": 100,
      "norm_label": "hextorgb()",
      "community_name": "Canvas Drawing Utilities",
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    {
      "label": "colorFromPalette()",
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      "_origin": "ast",
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      "norm_label": "colorfrompalette()",
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      "label": "mapRange()",
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      "_origin": "ast",
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      "norm_label": "maprange()",
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    {
      "label": "easeInOutCubic()",
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      "source_location": "L150",
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      "norm_label": "easeinoutcubic()",
      "community_name": "Canvas Drawing Utilities",
      "id": "templates_generator_template_easeinoutcubic"
    },
    {
      "label": "wrapAround()",
      "file_type": "code",
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      "source_location": "L155",
      "_origin": "ast",
      "community": 100,
      "norm_label": "wraparound()",
      "community_name": "Canvas Drawing Utilities",
      "id": "templates_generator_template_wraparound"
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    {
      "label": "updateParameter()",
      "file_type": "code",
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      "source_location": "L165",
      "_origin": "ast",
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      "norm_label": "updateparameter()",
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      "id": "templates_generator_template_updateparameter"
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    {
      "label": "regenerate()",
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      "_origin": "ast",
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      "norm_label": "regenerate()",
      "community_name": "Canvas Drawing Utilities",
      "id": "templates_generator_template_regenerate"
    },
    {
      "label": "fadeBackground()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/algorithmic-art/templates/generator_template.js",
      "source_location": "L183",
      "_origin": "ast",
      "community": 100,
      "norm_label": "fadebackground()",
      "community_name": "Canvas Drawing Utilities",
      "id": "templates_generator_template_fadebackground"
    },
    {
      "label": "getNoiseValue()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/algorithmic-art/templates/generator_template.js",
      "source_location": "L190",
      "_origin": "ast",
      "community": 100,
      "norm_label": "getnoisevalue()",
      "community_name": "Canvas Drawing Utilities",
      "id": "templates_generator_template_getnoisevalue"
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    {
      "label": "vectorFromAngle()",
      "file_type": "code",
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      "source_location": "L195",
      "_origin": "ast",
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      "norm_label": "vectorfromangle()",
      "community_name": "Canvas Drawing Utilities",
      "id": "templates_generator_template_vectorfromangle"
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    {
      "label": "exportImage()",
      "file_type": "code",
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      "source_location": "L203",
      "_origin": "ast",
      "community": 100,
      "norm_label": "exportimage()",
      "community_name": "Canvas Drawing Utilities",
      "id": "templates_generator_template_exportimage"
    },
    {
      "label": "bundle-artifact.sh",
      "file_type": "code",
      "source_file": "example-skills/skills-main/artifacts-builder/scripts/bundle-artifact.sh",
      "source_location": "L1",
      "metadata": {
        "language": "bash",
        "kind": "file"
      },
      "_origin": "ast",
      "community": 287,
      "norm_label": "bundle-artifact.sh",
      "community_name": "Artifact Bundling Script",
      "id": "scripts_bundle_artifact"
    },
    {
      "label": "bundle-artifact.sh script",
      "file_type": "code",
      "source_file": "example-skills/skills-main/artifacts-builder/scripts/bundle-artifact.sh",
      "source_location": "L1",
      "metadata": {
        "language": "bash",
        "kind": "bash_entrypoint"
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      "community": 287,
      "norm_label": "bundle-artifact.sh script",
      "community_name": "Artifact Bundling Script",
      "id": "users_ourdigital_project_our_claude_skills_example_skills_skills_main_artifacts_builder_scripts_bundle_artifact_sh__entry"
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    {
      "label": "init-artifact.sh",
      "file_type": "code",
      "source_file": "example-skills/skills-main/artifacts-builder/scripts/init-artifact.sh",
      "source_location": "L1",
      "metadata": {
        "language": "bash",
        "kind": "file"
      },
      "_origin": "ast",
      "community": 291,
      "norm_label": "init-artifact.sh",
      "community_name": "Artifact Initialization Script",
      "id": "scripts_init_artifact"
    },
    {
      "label": "init-artifact.sh script",
      "file_type": "code",
      "source_file": "example-skills/skills-main/artifacts-builder/scripts/init-artifact.sh",
      "source_location": "L1",
      "metadata": {
        "language": "bash",
        "kind": "bash_entrypoint"
      },
      "_origin": "ast",
      "community": 291,
      "norm_label": "init-artifact.sh script",
      "community_name": "Artifact Initialization Script",
      "id": "users_ourdigital_project_our_claude_skills_example_skills_skills_main_artifacts_builder_scripts_init_artifact_sh__entry"
    },
    {
      "label": "pack.py",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/pack.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 200,
      "norm_label": "pack.py",
      "community_name": "Office Document Packer",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_pack_py_scripts_pack"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/pack.py",
      "source_location": "L19",
      "_origin": "ast",
      "community": 200,
      "norm_label": "main()",
      "community_name": "Office Document Packer",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_pack_py_scripts_pack_main"
    },
    {
      "label": "pack_document()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/pack.py",
      "source_location": "L45",
      "_origin": "ast",
      "community": 200,
      "norm_label": "pack_document()",
      "community_name": "Office Document Packer",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_pack_py_scripts_pack_pack_document"
    },
    {
      "label": "validate_document()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/pack.py",
      "source_location": "L90",
      "_origin": "ast",
      "community": 200,
      "norm_label": "validate_document()",
      "community_name": "Office Document Packer",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_pack_py_scripts_pack_validate_document"
    },
    {
      "label": "condense_xml()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/pack.py",
      "source_location": "L133",
      "_origin": "ast",
      "community": 200,
      "norm_label": "condense_xml()",
      "community_name": "Office Document Packer",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_pack_py_scripts_pack_condense_xml"
    },
    {
      "label": "Pack a directory into an Office file (.docx/.pptx/.xlsx).      Args:         inp",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/pack.py",
      "source_location": "L46",
      "_origin": "ast",
      "community": 200,
      "norm_label": "pack a directory into an office file (.docx/.pptx/.xlsx).      args:         inp",
      "community_name": "Office Document Packer",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_pack_py_scripts_pack_rationale_46"
    },
    {
      "label": "Validate document by converting to HTML with soffice.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/pack.py",
      "source_location": "L91",
      "_origin": "ast",
      "community": 200,
      "norm_label": "validate document by converting to html with soffice.",
      "community_name": "Office Document Packer",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_pack_py_scripts_pack_rationale_91"
    },
    {
      "label": "Strip unnecessary whitespace and remove comments.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/pack.py",
      "source_location": "L134",
      "_origin": "ast",
      "community": 200,
      "norm_label": "strip unnecessary whitespace and remove comments.",
      "community_name": "Office Document Packer",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_pack_py_scripts_pack_rationale_134"
    },
    {
      "label": "unpack.py",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/unpack.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 317,
      "norm_label": "unpack.py",
      "community_name": "File Unpacking Script",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_unpack_py_scripts_unpack"
    },
    {
      "label": "validate.py",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validate.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 276,
      "norm_label": "validate.py",
      "community_name": "Validation Script Execution",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validate_py_scripts_validate"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validate.py",
      "source_location": "L16",
      "_origin": "ast",
      "community": 276,
      "norm_label": "main()",
      "community_name": "Validation Script Execution",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validate_py_scripts_validate_main"
    },
    {
      "label": "__init__.py",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/__init__.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 277,
      "norm_label": "__init__.py",
      "community_name": "Word Validation Modules",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_init_py_validation_init"
    },
    {
      "label": "Validation modules for Word document processing.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/__init__.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 277,
      "norm_label": "validation modules for word document processing.",
      "community_name": "Word Validation Modules",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_init_py_validation_init_rationale_1"
    },
    {
      "label": "base.py",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/base.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 26,
      "norm_label": "base.py",
      "community_name": "Base Schema Validation",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_base_py_validation_base"
    },
    {
      "label": "BaseSchemaValidator",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/base.py",
      "source_location": "L11",
      "_origin": "ast",
      "community": 26,
      "norm_label": "baseschemavalidator",
      "community_name": "Base Schema Validation",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_base_py_validation_base_baseschemavalidator"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/base.py",
      "source_location": "L106",
      "_origin": "ast",
      "community": 26,
      "norm_label": ".__init__()",
      "community_name": "Base Schema Validation",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_base_py_validation_base_baseschemavalidator_init"
    },
    {
      "label": ".validate()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/base.py",
      "source_location": "L123",
      "_origin": "ast",
      "community": 26,
      "norm_label": ".validate()",
      "community_name": "Base Schema Validation",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_base_py_validation_base_baseschemavalidator_validate"
    },
    {
      "label": ".validate_xml()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/base.py",
      "source_location": "L127",
      "_origin": "ast",
      "community": 26,
      "norm_label": ".validate_xml()",
      "community_name": "Base Schema Validation",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_base_py_validation_base_baseschemavalidator_validate_xml"
    },
    {
      "label": ".validate_namespaces()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/base.py",
      "source_location": "L156",
      "_origin": "ast",
      "community": 26,
      "norm_label": ".validate_namespaces()",
      "community_name": "Base Schema Validation",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_base_py_validation_base_baseschemavalidator_validate_namespaces"
    },
    {
      "label": ".validate_unique_ids()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/base.py",
      "source_location": "L186",
      "_origin": "ast",
      "community": 26,
      "norm_label": ".validate_unique_ids()",
      "community_name": "Base Schema Validation",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_base_py_validation_base_baseschemavalidator_validate_unique_ids"
    },
    {
      "label": ".validate_file_references()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/base.py",
      "source_location": "L277",
      "_origin": "ast",
      "community": 26,
      "norm_label": ".validate_file_references()",
      "community_name": "Base Schema Validation",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_base_py_validation_base_baseschemavalidator_validate_file_references"
    },
    {
      "label": ".validate_all_relationship_ids()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/base.py",
      "source_location": "L388",
      "_origin": "ast",
      "community": 26,
      "norm_label": ".validate_all_relationship_ids()",
      "community_name": "Base Schema Validation",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_base_py_validation_base_baseschemavalidator_validate_all_relationship_ids"
    },
    {
      "label": "._get_expected_relationship_type()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/base.py",
      "source_location": "L486",
      "_origin": "ast",
      "community": 26,
      "norm_label": "._get_expected_relationship_type()",
      "community_name": "Base Schema Validation",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_base_py_validation_base_baseschemavalidator_get_expected_relationship_type"
    },
    {
      "label": ".validate_content_types()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/base.py",
      "source_location": "L522",
      "_origin": "ast",
      "community": 26,
      "norm_label": ".validate_content_types()",
      "community_name": "Base Schema Validation",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_base_py_validation_base_baseschemavalidator_validate_content_types"
    },
    {
      "label": ".validate_file_against_xsd()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/base.py",
      "source_location": "L641",
      "_origin": "ast",
      "community": 26,
      "norm_label": ".validate_file_against_xsd()",
      "community_name": "Base Schema Validation",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_base_py_validation_base_baseschemavalidator_validate_file_against_xsd"
    },
    {
      "label": ".validate_against_xsd()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/base.py",
      "source_location": "L688",
      "_origin": "ast",
      "community": 26,
      "norm_label": ".validate_against_xsd()",
      "community_name": "Base Schema Validation",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_base_py_validation_base_baseschemavalidator_validate_against_xsd"
    },
    {
      "label": "._get_schema_path()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/base.py",
      "source_location": "L741",
      "_origin": "ast",
      "community": 26,
      "norm_label": "._get_schema_path()",
      "community_name": "Base Schema Validation",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_base_py_validation_base_baseschemavalidator_get_schema_path"
    },
    {
      "label": "._clean_ignorable_namespaces()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/base.py",
      "source_location": "L765",
      "_origin": "ast",
      "community": 26,
      "norm_label": "._clean_ignorable_namespaces()",
      "community_name": "Base Schema Validation",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_base_py_validation_base_baseschemavalidator_clean_ignorable_namespaces"
    },
    {
      "label": "._remove_ignorable_elements()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/base.py",
      "source_location": "L791",
      "_origin": "ast",
      "community": 26,
      "norm_label": "._remove_ignorable_elements()",
      "community_name": "Base Schema Validation",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_base_py_validation_base_baseschemavalidator_remove_ignorable_elements"
    },
    {
      "label": "._preprocess_for_mc_ignorable()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/base.py",
      "source_location": "L815",
      "_origin": "ast",
      "community": 26,
      "norm_label": "._preprocess_for_mc_ignorable()",
      "community_name": "Base Schema Validation",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_base_py_validation_base_baseschemavalidator_preprocess_for_mc_ignorable"
    },
    {
      "label": "._validate_single_file_xsd()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/base.py",
      "source_location": "L826",
      "_origin": "ast",
      "community": 26,
      "norm_label": "._validate_single_file_xsd()",
      "community_name": "Base Schema Validation",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_base_py_validation_base_baseschemavalidator_validate_single_file_xsd"
    },
    {
      "label": "._get_original_file_errors()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/base.py",
      "source_location": "L869",
      "_origin": "ast",
      "community": 26,
      "norm_label": "._get_original_file_errors()",
      "community_name": "Base Schema Validation",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_base_py_validation_base_baseschemavalidator_get_original_file_errors"
    },
    {
      "label": "._remove_template_tags_from_text_nodes()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/base.py",
      "source_location": "L906",
      "_origin": "ast",
      "community": 26,
      "norm_label": "._remove_template_tags_from_text_nodes()",
      "community_name": "Base Schema Validation",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_base_py_validation_base_baseschemavalidator_remove_template_tags_from_text_nodes"
    },
    {
      "label": "Base validator with common validation logic for document files.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/base.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 26,
      "norm_label": "base validator with common validation logic for document files.",
      "community_name": "Base Schema Validation",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_base_py_validation_base_rationale_1"
    },
    {
      "label": "Run all validation checks and return True if all pass.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/base.py",
      "source_location": "L124",
      "_origin": "ast",
      "community": 26,
      "norm_label": "run all validation checks and return true if all pass.",
      "community_name": "Base Schema Validation",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_base_py_validation_base_rationale_124"
    },
    {
      "label": "Validate that all XML files are well-formed.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/base.py",
      "source_location": "L128",
      "_origin": "ast",
      "community": 26,
      "norm_label": "validate that all xml files are well-formed.",
      "community_name": "Base Schema Validation",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_base_py_validation_base_rationale_128"
    },
    {
      "label": "Validate that namespace prefixes in Ignorable attributes are declared.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/base.py",
      "source_location": "L157",
      "_origin": "ast",
      "community": 26,
      "norm_label": "validate that namespace prefixes in ignorable attributes are declared.",
      "community_name": "Base Schema Validation",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_base_py_validation_base_rationale_157"
    },
    {
      "label": "Validate that specific IDs are unique according to OOXML requirements.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/base.py",
      "source_location": "L187",
      "_origin": "ast",
      "community": 26,
      "norm_label": "validate that specific ids are unique according to ooxml requirements.",
      "community_name": "Base Schema Validation",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_base_py_validation_base_rationale_187"
    },
    {
      "label": "Validate that all .rels files properly reference files and that all files are re",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/base.py",
      "source_location": "L278",
      "_origin": "ast",
      "community": 26,
      "norm_label": "validate that all .rels files properly reference files and that all files are re",
      "community_name": "Base Schema Validation",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_base_py_validation_base_rationale_278"
    },
    {
      "label": "Validate that all r:id attributes in XML files reference existing IDs         in",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/base.py",
      "source_location": "L389",
      "_origin": "ast",
      "community": 26,
      "norm_label": "validate that all r:id attributes in xml files reference existing ids         in",
      "community_name": "Base Schema Validation",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_base_py_validation_base_rationale_389"
    },
    {
      "label": "Get the expected relationship type for an element.         First checks the expl",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/base.py",
      "source_location": "L487",
      "_origin": "ast",
      "community": 26,
      "norm_label": "get the expected relationship type for an element.         first checks the expl",
      "community_name": "Base Schema Validation",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_base_py_validation_base_rationale_487"
    },
    {
      "label": "Validate that all content files are properly declared in [Content_Types].xml.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/base.py",
      "source_location": "L523",
      "_origin": "ast",
      "community": 26,
      "norm_label": "validate that all content files are properly declared in [content_types].xml.",
      "community_name": "Base Schema Validation",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_base_py_validation_base_rationale_523"
    },
    {
      "label": "Validate a single XML file against XSD schema, comparing with original.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/base.py",
      "source_location": "L642",
      "_origin": "ast",
      "community": 26,
      "norm_label": "validate a single xml file against xsd schema, comparing with original.",
      "community_name": "Base Schema Validation",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_base_py_validation_base_rationale_642"
    },
    {
      "label": "Validate XML files against XSD schemas, showing only new errors compared to orig",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/base.py",
      "source_location": "L689",
      "_origin": "ast",
      "community": 26,
      "norm_label": "validate xml files against xsd schemas, showing only new errors compared to orig",
      "community_name": "Base Schema Validation",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_base_py_validation_base_rationale_689"
    },
    {
      "label": "Determine the appropriate schema path for an XML file.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/base.py",
      "source_location": "L742",
      "_origin": "ast",
      "community": 26,
      "norm_label": "determine the appropriate schema path for an xml file.",
      "community_name": "Base Schema Validation",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_base_py_validation_base_rationale_742"
    },
    {
      "label": "Remove attributes and elements not in allowed namespaces.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/base.py",
      "source_location": "L766",
      "_origin": "ast",
      "community": 26,
      "norm_label": "remove attributes and elements not in allowed namespaces.",
      "community_name": "Base Schema Validation",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_base_py_validation_base_rationale_766"
    },
    {
      "label": "Recursively remove all elements not in allowed namespaces.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/base.py",
      "source_location": "L792",
      "_origin": "ast",
      "community": 26,
      "norm_label": "recursively remove all elements not in allowed namespaces.",
      "community_name": "Base Schema Validation",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_base_py_validation_base_rationale_792"
    },
    {
      "label": "Preprocess XML to handle mc:Ignorable attribute properly.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/base.py",
      "source_location": "L816",
      "_origin": "ast",
      "community": 26,
      "norm_label": "preprocess xml to handle mc:ignorable attribute properly.",
      "community_name": "Base Schema Validation",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_base_py_validation_base_rationale_816"
    },
    {
      "label": "Validate a single XML file against XSD schema. Returns (is_valid, errors_set).",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/base.py",
      "source_location": "L827",
      "_origin": "ast",
      "community": 26,
      "norm_label": "validate a single xml file against xsd schema. returns (is_valid, errors_set).",
      "community_name": "Base Schema Validation",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_base_py_validation_base_rationale_827"
    },
    {
      "label": "Get XSD validation errors from a single file in the original document.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/base.py",
      "source_location": "L870",
      "_origin": "ast",
      "community": 26,
      "norm_label": "get xsd validation errors from a single file in the original document.",
      "community_name": "Base Schema Validation",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_base_py_validation_base_rationale_870"
    },
    {
      "label": "Remove template tags from XML text nodes and collect warnings.          Template",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/base.py",
      "source_location": "L907",
      "_origin": "ast",
      "community": 26,
      "norm_label": "remove template tags from xml text nodes and collect warnings.          template",
      "community_name": "Base Schema Validation",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_base_py_validation_base_rationale_907"
    },
    {
      "label": "docx.py",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/docx.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 113,
      "norm_label": "docx.py",
      "community_name": "Word XML Validator",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_docx_py_validation_docx"
    },
    {
      "label": "DOCXSchemaValidator",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/docx.py",
      "source_location": "L14",
      "_origin": "ast",
      "community": 113,
      "norm_label": "docxschemavalidator",
      "community_name": "Word XML Validator",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_docx_py_validation_docx_docxschemavalidator"
    },
    {
      "label": "BaseSchemaValidator",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "community": 120,
      "norm_label": "baseschemavalidator",
      "community_name": "PowerPoint XML Validator",
      "id": "baseschemavalidator"
    },
    {
      "label": ".validate()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/docx.py",
      "source_location": "L24",
      "_origin": "ast",
      "community": 113,
      "norm_label": ".validate()",
      "community_name": "Word XML Validator",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_docx_py_validation_docx_docxschemavalidator_validate"
    },
    {
      "label": ".validate_whitespace_preservation()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/docx.py",
      "source_location": "L72",
      "_origin": "ast",
      "community": 113,
      "norm_label": ".validate_whitespace_preservation()",
      "community_name": "Word XML Validator",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_docx_py_validation_docx_docxschemavalidator_validate_whitespace_preservation"
    },
    {
      "label": ".validate_deletions()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/docx.py",
      "source_location": "L124",
      "_origin": "ast",
      "community": 113,
      "norm_label": ".validate_deletions()",
      "community_name": "Word XML Validator",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_docx_py_validation_docx_docxschemavalidator_validate_deletions"
    },
    {
      "label": ".count_paragraphs_in_unpacked()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/docx.py",
      "source_location": "L173",
      "_origin": "ast",
      "community": 113,
      "norm_label": ".count_paragraphs_in_unpacked()",
      "community_name": "Word XML Validator",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_docx_py_validation_docx_docxschemavalidator_count_paragraphs_in_unpacked"
    },
    {
      "label": ".count_paragraphs_in_original()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/docx.py",
      "source_location": "L192",
      "_origin": "ast",
      "community": 113,
      "norm_label": ".count_paragraphs_in_original()",
      "community_name": "Word XML Validator",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_docx_py_validation_docx_docxschemavalidator_count_paragraphs_in_original"
    },
    {
      "label": ".validate_insertions()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/docx.py",
      "source_location": "L216",
      "_origin": "ast",
      "community": 113,
      "norm_label": ".validate_insertions()",
      "community_name": "Word XML Validator",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_docx_py_validation_docx_docxschemavalidator_validate_insertions"
    },
    {
      "label": ".compare_paragraph_counts()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/docx.py",
      "source_location": "L263",
      "_origin": "ast",
      "community": 113,
      "norm_label": ".compare_paragraph_counts()",
      "community_name": "Word XML Validator",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_docx_py_validation_docx_docxschemavalidator_compare_paragraph_counts"
    },
    {
      "label": "Validator for Word document XML files against XSD schemas.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/docx.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 113,
      "norm_label": "validator for word document xml files against xsd schemas.",
      "community_name": "Word XML Validator",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_docx_py_validation_docx_rationale_1"
    },
    {
      "label": "Run all validation checks and return True if all pass.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/docx.py",
      "source_location": "L25",
      "_origin": "ast",
      "community": 113,
      "norm_label": "run all validation checks and return true if all pass.",
      "community_name": "Word XML Validator",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_docx_py_validation_docx_rationale_25"
    },
    {
      "label": "Validate that w:t elements with whitespace have xml:space='preserve'.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/docx.py",
      "source_location": "L73",
      "_origin": "ast",
      "community": 113,
      "norm_label": "validate that w:t elements with whitespace have xml:space='preserve'.",
      "community_name": "Word XML Validator",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_docx_py_validation_docx_rationale_73"
    },
    {
      "label": "Validate that w:t elements are not within w:del elements.         For some reaso",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/docx.py",
      "source_location": "L125",
      "_origin": "ast",
      "community": 113,
      "norm_label": "validate that w:t elements are not within w:del elements.         for some reaso",
      "community_name": "Word XML Validator",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_docx_py_validation_docx_rationale_125"
    },
    {
      "label": "Count the number of paragraphs in the unpacked document.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/docx.py",
      "source_location": "L174",
      "_origin": "ast",
      "community": 113,
      "norm_label": "count the number of paragraphs in the unpacked document.",
      "community_name": "Word XML Validator",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_docx_py_validation_docx_rationale_174"
    },
    {
      "label": "Count the number of paragraphs in the original docx file.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/docx.py",
      "source_location": "L193",
      "_origin": "ast",
      "community": 113,
      "norm_label": "count the number of paragraphs in the original docx file.",
      "community_name": "Word XML Validator",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_docx_py_validation_docx_rationale_193"
    },
    {
      "label": "Validate that w:delText elements are not within w:ins elements.         w:delTex",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/docx.py",
      "source_location": "L217",
      "_origin": "ast",
      "community": 113,
      "norm_label": "validate that w:deltext elements are not within w:ins elements.         w:deltex",
      "community_name": "Word XML Validator",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_docx_py_validation_docx_rationale_217"
    },
    {
      "label": "Compare paragraph counts between original and new document.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/docx.py",
      "source_location": "L264",
      "_origin": "ast",
      "community": 113,
      "norm_label": "compare paragraph counts between original and new document.",
      "community_name": "Word XML Validator",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_docx_py_validation_docx_rationale_264"
    },
    {
      "label": "pptx.py",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/pptx.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 120,
      "norm_label": "pptx.py",
      "community_name": "PowerPoint XML Validator",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_pptx_py_validation_pptx"
    },
    {
      "label": "PPTXSchemaValidator",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/pptx.py",
      "source_location": "L10",
      "_origin": "ast",
      "community": 120,
      "norm_label": "pptxschemavalidator",
      "community_name": "PowerPoint XML Validator",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_pptx_py_validation_pptx_pptxschemavalidator"
    },
    {
      "label": ".validate()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/pptx.py",
      "source_location": "L28",
      "_origin": "ast",
      "community": 120,
      "norm_label": ".validate()",
      "community_name": "PowerPoint XML Validator",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_pptx_py_validation_pptx_pptxschemavalidator_validate"
    },
    {
      "label": ".validate_uuid_ids()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/pptx.py",
      "source_location": "L77",
      "_origin": "ast",
      "community": 120,
      "norm_label": ".validate_uuid_ids()",
      "community_name": "PowerPoint XML Validator",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_pptx_py_validation_pptx_pptxschemavalidator_validate_uuid_ids"
    },
    {
      "label": "._looks_like_uuid()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/pptx.py",
      "source_location": "L121",
      "_origin": "ast",
      "community": 120,
      "norm_label": "._looks_like_uuid()",
      "community_name": "PowerPoint XML Validator",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_pptx_py_validation_pptx_pptxschemavalidator_looks_like_uuid"
    },
    {
      "label": ".validate_slide_layout_ids()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/pptx.py",
      "source_location": "L128",
      "_origin": "ast",
      "community": 120,
      "norm_label": ".validate_slide_layout_ids()",
      "community_name": "PowerPoint XML Validator",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_pptx_py_validation_pptx_pptxschemavalidator_validate_slide_layout_ids"
    },
    {
      "label": ".validate_no_duplicate_slide_layouts()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/pptx.py",
      "source_location": "L203",
      "_origin": "ast",
      "community": 120,
      "norm_label": ".validate_no_duplicate_slide_layouts()",
      "community_name": "PowerPoint XML Validator",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_pptx_py_validation_pptx_pptxschemavalidator_validate_no_duplicate_slide_layouts"
    },
    {
      "label": ".validate_notes_slide_references()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/pptx.py",
      "source_location": "L243",
      "_origin": "ast",
      "community": 120,
      "norm_label": ".validate_notes_slide_references()",
      "community_name": "PowerPoint XML Validator",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_pptx_py_validation_pptx_pptxschemavalidator_validate_notes_slide_references"
    },
    {
      "label": "Validator for PowerPoint presentation XML files against XSD schemas.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/pptx.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 120,
      "norm_label": "validator for powerpoint presentation xml files against xsd schemas.",
      "community_name": "PowerPoint XML Validator",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_pptx_py_validation_pptx_rationale_1"
    },
    {
      "label": "Run all validation checks and return True if all pass.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/pptx.py",
      "source_location": "L29",
      "_origin": "ast",
      "community": 120,
      "norm_label": "run all validation checks and return true if all pass.",
      "community_name": "PowerPoint XML Validator",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_pptx_py_validation_pptx_rationale_29"
    },
    {
      "label": "Validate that ID attributes that look like UUIDs contain only hex values.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/pptx.py",
      "source_location": "L78",
      "_origin": "ast",
      "community": 120,
      "norm_label": "validate that id attributes that look like uuids contain only hex values.",
      "community_name": "PowerPoint XML Validator",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_pptx_py_validation_pptx_rationale_78"
    },
    {
      "label": "Check if a value has the general structure of a UUID.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/pptx.py",
      "source_location": "L122",
      "_origin": "ast",
      "community": 120,
      "norm_label": "check if a value has the general structure of a uuid.",
      "community_name": "PowerPoint XML Validator",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_pptx_py_validation_pptx_rationale_122"
    },
    {
      "label": "Validate that sldLayoutId elements in slide masters reference valid slide layout",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/pptx.py",
      "source_location": "L129",
      "_origin": "ast",
      "community": 120,
      "norm_label": "validate that sldlayoutid elements in slide masters reference valid slide layout",
      "community_name": "PowerPoint XML Validator",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_pptx_py_validation_pptx_rationale_129"
    },
    {
      "label": "Validate that each slide has exactly one slideLayout reference.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/pptx.py",
      "source_location": "L204",
      "_origin": "ast",
      "community": 120,
      "norm_label": "validate that each slide has exactly one slidelayout reference.",
      "community_name": "PowerPoint XML Validator",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_pptx_py_validation_pptx_rationale_204"
    },
    {
      "label": "Validate that each notesSlide file is referenced by only one slide.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/pptx.py",
      "source_location": "L244",
      "_origin": "ast",
      "community": 120,
      "norm_label": "validate that each notesslide file is referenced by only one slide.",
      "community_name": "PowerPoint XML Validator",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_pptx_py_validation_pptx_rationale_244"
    },
    {
      "label": "redlining.py",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/redlining.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 141,
      "norm_label": "redlining.py",
      "community_name": "Word Tracked Changes",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_redlining_py_validation_redlining"
    },
    {
      "label": "RedliningValidator",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/redlining.py",
      "source_location": "L11",
      "_origin": "ast",
      "community": 141,
      "norm_label": "redliningvalidator",
      "community_name": "Word Tracked Changes",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_redlining_py_validation_redlining_redliningvalidator"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/redlining.py",
      "source_location": "L14",
      "_origin": "ast",
      "community": 141,
      "norm_label": ".__init__()",
      "community_name": "Word Tracked Changes",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_redlining_py_validation_redlining_redliningvalidator_init"
    },
    {
      "label": ".validate()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/redlining.py",
      "source_location": "L22",
      "_origin": "ast",
      "community": 141,
      "norm_label": ".validate()",
      "community_name": "Word Tracked Changes",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_redlining_py_validation_redlining_redliningvalidator_validate"
    },
    {
      "label": "._generate_detailed_diff()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/redlining.py",
      "source_location": "L114",
      "_origin": "ast",
      "community": 141,
      "norm_label": "._generate_detailed_diff()",
      "community_name": "Word Tracked Changes",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_redlining_py_validation_redlining_redliningvalidator_generate_detailed_diff"
    },
    {
      "label": "._get_git_word_diff()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/redlining.py",
      "source_location": "L139",
      "_origin": "ast",
      "community": 141,
      "norm_label": "._get_git_word_diff()",
      "community_name": "Word Tracked Changes",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_redlining_py_validation_redlining_redliningvalidator_get_git_word_diff"
    },
    {
      "label": "._remove_claude_tracked_changes()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/redlining.py",
      "source_location": "L217",
      "_origin": "ast",
      "community": 141,
      "norm_label": "._remove_claude_tracked_changes()",
      "community_name": "Word Tracked Changes",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_redlining_py_validation_redlining_redliningvalidator_remove_claude_tracked_changes"
    },
    {
      "label": "._extract_text_content()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/redlining.py",
      "source_location": "L254",
      "_origin": "ast",
      "community": 141,
      "norm_label": "._extract_text_content()",
      "community_name": "Word Tracked Changes",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_redlining_py_validation_redlining_redliningvalidator_extract_text_content"
    },
    {
      "label": "Validator for tracked changes in Word documents.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/redlining.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 141,
      "norm_label": "validator for tracked changes in word documents.",
      "community_name": "Word Tracked Changes",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_redlining_py_validation_redlining_rationale_1"
    },
    {
      "label": "Main validation method that returns True if valid, False otherwise.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/redlining.py",
      "source_location": "L23",
      "_origin": "ast",
      "community": 141,
      "norm_label": "main validation method that returns true if valid, false otherwise.",
      "community_name": "Word Tracked Changes",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_redlining_py_validation_redlining_rationale_23"
    },
    {
      "label": "Generate detailed word-level differences using git word diff.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/redlining.py",
      "source_location": "L115",
      "_origin": "ast",
      "community": 141,
      "norm_label": "generate detailed word-level differences using git word diff.",
      "community_name": "Word Tracked Changes",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_redlining_py_validation_redlining_rationale_115"
    },
    {
      "label": "Generate word diff using git with character-level precision.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/redlining.py",
      "source_location": "L140",
      "_origin": "ast",
      "community": 141,
      "norm_label": "generate word diff using git with character-level precision.",
      "community_name": "Word Tracked Changes",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_redlining_py_validation_redlining_rationale_140"
    },
    {
      "label": "Remove tracked changes authored by Claude from the XML root.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/redlining.py",
      "source_location": "L218",
      "_origin": "ast",
      "community": 141,
      "norm_label": "remove tracked changes authored by claude from the xml root.",
      "community_name": "Word Tracked Changes",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_redlining_py_validation_redlining_rationale_218"
    },
    {
      "label": "Extract text content from Word XML, preserving paragraph structure.          Emp",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/ooxml/scripts/validation/redlining.py",
      "source_location": "L255",
      "_origin": "ast",
      "community": 141,
      "norm_label": "extract text content from word xml, preserving paragraph structure.          emp",
      "community_name": "Word Tracked Changes",
      "id": "example_skills_skills_main_document_skills_docx_ooxml_scripts_validation_redlining_py_validation_redlining_rationale_255"
    },
    {
      "label": "__init__.py",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/__init__.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 355,
      "norm_label": "__init__.py",
      "community_name": "Module Initialization Script",
      "id": "scripts_init"
    },
    {
      "label": "document.py",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 64,
      "norm_label": "document.py",
      "community_name": "XML Document Utilities",
      "id": "scripts_document"
    },
    {
      "label": "DocxXMLEditor",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L47",
      "_origin": "ast",
      "community": 88,
      "norm_label": "docxxmleditor",
      "community_name": "DOCX XML Editor",
      "id": "scripts_document_docxxmleditor"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L59",
      "_origin": "ast",
      "community": 166,
      "norm_label": ".__init__()",
      "community_name": "Word Comment Manager",
      "id": "scripts_document_docxxmleditor_init"
    },
    {
      "label": "._get_next_change_id()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L75",
      "_origin": "ast",
      "community": 88,
      "norm_label": "._get_next_change_id()",
      "community_name": "DOCX XML Editor",
      "id": "scripts_document_docxxmleditor_get_next_change_id"
    },
    {
      "label": "._ensure_w16du_namespace()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L89",
      "_origin": "ast",
      "community": 88,
      "norm_label": "._ensure_w16du_namespace()",
      "community_name": "DOCX XML Editor",
      "id": "scripts_document_docxxmleditor_ensure_w16du_namespace"
    },
    {
      "label": "._ensure_w16cex_namespace()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L98",
      "_origin": "ast",
      "community": 88,
      "norm_label": "._ensure_w16cex_namespace()",
      "community_name": "DOCX XML Editor",
      "id": "scripts_document_docxxmleditor_ensure_w16cex_namespace"
    },
    {
      "label": "._ensure_w14_namespace()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L107",
      "_origin": "ast",
      "community": 88,
      "norm_label": "._ensure_w14_namespace()",
      "community_name": "DOCX XML Editor",
      "id": "scripts_document_docxxmleditor_ensure_w14_namespace"
    },
    {
      "label": "._inject_attributes_to_nodes()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L116",
      "_origin": "ast",
      "community": 88,
      "norm_label": "._inject_attributes_to_nodes()",
      "community_name": "DOCX XML Editor",
      "id": "scripts_document_docxxmleditor_inject_attributes_to_nodes"
    },
    {
      "label": ".replace_node()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L240",
      "_origin": "ast",
      "community": 88,
      "norm_label": ".replace_node()",
      "community_name": "DOCX XML Editor",
      "id": "scripts_document_docxxmleditor_replace_node"
    },
    {
      "label": ".insert_after()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L246",
      "_origin": "ast",
      "community": 105,
      "norm_label": ".insert_after()",
      "community_name": "Word Document Comments",
      "id": "scripts_document_docxxmleditor_insert_after"
    },
    {
      "label": ".insert_before()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L252",
      "_origin": "ast",
      "community": 88,
      "norm_label": ".insert_before()",
      "community_name": "DOCX XML Editor",
      "id": "scripts_document_docxxmleditor_insert_before"
    },
    {
      "label": ".append_to()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L258",
      "_origin": "ast",
      "community": 105,
      "norm_label": ".append_to()",
      "community_name": "Word Document Comments",
      "id": "scripts_document_docxxmleditor_append_to"
    },
    {
      "label": ".revert_insertion()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L264",
      "_origin": "ast",
      "community": 88,
      "norm_label": ".revert_insertion()",
      "community_name": "DOCX XML Editor",
      "id": "scripts_document_docxxmleditor_revert_insertion"
    },
    {
      "label": ".revert_deletion()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L342",
      "_origin": "ast",
      "community": 88,
      "norm_label": ".revert_deletion()",
      "community_name": "DOCX XML Editor",
      "id": "scripts_document_docxxmleditor_revert_deletion"
    },
    {
      "label": ".suggest_paragraph()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L434",
      "_origin": "ast",
      "community": 88,
      "norm_label": ".suggest_paragraph()",
      "community_name": "DOCX XML Editor",
      "id": "scripts_document_docxxmleditor_suggest_paragraph"
    },
    {
      "label": ".suggest_deletion()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L482",
      "_origin": "ast",
      "community": 88,
      "norm_label": ".suggest_deletion()",
      "community_name": "DOCX XML Editor",
      "id": "scripts_document_docxxmleditor_suggest_deletion"
    },
    {
      "label": "_generate_hex_id()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L596",
      "_origin": "ast",
      "community": 105,
      "norm_label": "_generate_hex_id()",
      "community_name": "Word Document Comments",
      "id": "scripts_document_generate_hex_id"
    },
    {
      "label": "_generate_rsid()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L607",
      "_origin": "ast",
      "community": 64,
      "norm_label": "_generate_rsid()",
      "community_name": "XML Document Utilities",
      "id": "scripts_document_generate_rsid"
    },
    {
      "label": "Document",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L612",
      "_origin": "ast",
      "community": 53,
      "norm_label": "document",
      "community_name": "Document Relationship Manager",
      "id": "scripts_document_document"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L615",
      "_origin": "ast",
      "community": 166,
      "norm_label": ".__init__()",
      "community_name": "Word Comment Manager",
      "id": "scripts_document_document_init"
    },
    {
      "label": ".__getitem__()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L680",
      "_origin": "ast",
      "community": 53,
      "norm_label": ".__getitem__()",
      "community_name": "Document Relationship Manager",
      "id": "scripts_document_document_getitem"
    },
    {
      "label": ".add_comment()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L713",
      "_origin": "ast",
      "community": 105,
      "norm_label": ".add_comment()",
      "community_name": "Word Document Comments",
      "id": "scripts_document_document_add_comment"
    },
    {
      "label": ".reply_to_comment()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L765",
      "_origin": "ast",
      "community": 105,
      "norm_label": ".reply_to_comment()",
      "community_name": "Word Document Comments",
      "id": "scripts_document_document_reply_to_comment"
    },
    {
      "label": ".__del__()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L833",
      "_origin": "ast",
      "community": 53,
      "norm_label": ".__del__()",
      "community_name": "Document Relationship Manager",
      "id": "scripts_document_document_del"
    },
    {
      "label": ".validate()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L838",
      "_origin": "ast",
      "community": 53,
      "norm_label": ".validate()",
      "community_name": "Document Relationship Manager",
      "id": "scripts_document_document_validate"
    },
    {
      "label": ".save()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L859",
      "_origin": "ast",
      "community": 53,
      "norm_label": ".save()",
      "community_name": "Document Relationship Manager",
      "id": "scripts_document_document_save"
    },
    {
      "label": "._get_next_comment_id()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L888",
      "_origin": "ast",
      "community": 166,
      "norm_label": "._get_next_comment_id()",
      "community_name": "Word Comment Manager",
      "id": "scripts_document_document_get_next_comment_id"
    },
    {
      "label": "._load_existing_comments()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L904",
      "_origin": "ast",
      "community": 166,
      "norm_label": "._load_existing_comments()",
      "community_name": "Word Comment Manager",
      "id": "scripts_document_document_load_existing_comments"
    },
    {
      "label": "._setup_tracking()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L933",
      "_origin": "ast",
      "community": 53,
      "norm_label": "._setup_tracking()",
      "community_name": "Document Relationship Manager",
      "id": "scripts_document_document_setup_tracking"
    },
    {
      "label": "._update_people_xml()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L954",
      "_origin": "ast",
      "community": 53,
      "norm_label": "._update_people_xml()",
      "community_name": "Document Relationship Manager",
      "id": "scripts_document_document_update_people_xml"
    },
    {
      "label": "._add_content_type_for_people()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L960",
      "_origin": "ast",
      "community": 53,
      "norm_label": "._add_content_type_for_people()",
      "community_name": "Document Relationship Manager",
      "id": "scripts_document_document_add_content_type_for_people"
    },
    {
      "label": "._add_relationship_for_people()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L972",
      "_origin": "ast",
      "community": 53,
      "norm_label": "._add_relationship_for_people()",
      "community_name": "Document Relationship Manager",
      "id": "scripts_document_document_add_relationship_for_people"
    },
    {
      "label": "._update_settings()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L988",
      "_origin": "ast",
      "community": 53,
      "norm_label": "._update_settings()",
      "community_name": "Document Relationship Manager",
      "id": "scripts_document_document_update_settings"
    },
    {
      "label": "._add_to_comments_xml()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L1068",
      "_origin": "ast",
      "community": 105,
      "norm_label": "._add_to_comments_xml()",
      "community_name": "Word Document Comments",
      "id": "scripts_document_document_add_to_comments_xml"
    },
    {
      "label": "._add_to_comments_extended_xml()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L1091",
      "_origin": "ast",
      "community": 105,
      "norm_label": "._add_to_comments_extended_xml()",
      "community_name": "Word Document Comments",
      "id": "scripts_document_document_add_to_comments_extended_xml"
    },
    {
      "label": "._add_to_comments_ids_xml()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L1107",
      "_origin": "ast",
      "community": 105,
      "norm_label": "._add_to_comments_ids_xml()",
      "community_name": "Word Document Comments",
      "id": "scripts_document_document_add_to_comments_ids_xml"
    },
    {
      "label": "._add_to_comments_extensible_xml()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L1118",
      "_origin": "ast",
      "community": 105,
      "norm_label": "._add_to_comments_extensible_xml()",
      "community_name": "Word Document Comments",
      "id": "scripts_document_document_add_to_comments_extensible_xml"
    },
    {
      "label": "._comment_range_start_xml()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L1133",
      "_origin": "ast",
      "community": 105,
      "norm_label": "._comment_range_start_xml()",
      "community_name": "Word Document Comments",
      "id": "scripts_document_document_comment_range_start_xml"
    },
    {
      "label": "._comment_range_end_xml()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L1137",
      "_origin": "ast",
      "community": 53,
      "norm_label": "._comment_range_end_xml()",
      "community_name": "Document Relationship Manager",
      "id": "scripts_document_document_comment_range_end_xml"
    },
    {
      "label": "._comment_ref_run_xml()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L1148",
      "_origin": "ast",
      "community": 53,
      "norm_label": "._comment_ref_run_xml()",
      "community_name": "Document Relationship Manager",
      "id": "scripts_document_document_comment_ref_run_xml"
    },
    {
      "label": "._has_relationship()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L1160",
      "_origin": "ast",
      "community": 53,
      "norm_label": "._has_relationship()",
      "community_name": "Document Relationship Manager",
      "id": "scripts_document_document_has_relationship"
    },
    {
      "label": "._has_override()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L1167",
      "_origin": "ast",
      "community": 53,
      "norm_label": "._has_override()",
      "community_name": "Document Relationship Manager",
      "id": "scripts_document_document_has_override"
    },
    {
      "label": "._has_author()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L1174",
      "_origin": "ast",
      "community": 166,
      "norm_label": "._has_author()",
      "community_name": "Word Comment Manager",
      "id": "scripts_document_document_has_author"
    },
    {
      "label": "._add_author_to_people()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L1181",
      "_origin": "ast",
      "community": 166,
      "norm_label": "._add_author_to_people()",
      "community_name": "Word Comment Manager",
      "id": "scripts_document_document_add_author_to_people"
    },
    {
      "label": "._ensure_comment_relationships()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L1203",
      "_origin": "ast",
      "community": 53,
      "norm_label": "._ensure_comment_relationships()",
      "community_name": "Document Relationship Manager",
      "id": "scripts_document_document_ensure_comment_relationships"
    },
    {
      "label": "._ensure_comment_content_types()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L1243",
      "_origin": "ast",
      "community": 53,
      "norm_label": "._ensure_comment_content_types()",
      "community_name": "Document Relationship Manager",
      "id": "scripts_document_document_ensure_comment_content_types"
    },
    {
      "label": "XMLEditor that automatically applies RSID, author, and date to new elements.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L48",
      "_origin": "ast",
      "community": 88,
      "norm_label": "xmleditor that automatically applies rsid, author, and date to new elements.",
      "community_name": "DOCX XML Editor",
      "id": "scripts_document_rationale_48"
    },
    {
      "label": "Initialize with required RSID and optional author.          Args:             xm",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L62",
      "_origin": "ast",
      "community": 166,
      "norm_label": "initialize with required rsid and optional author.          args:             xm",
      "community_name": "Word Comment Manager",
      "id": "scripts_document_rationale_62"
    },
    {
      "label": "Get the next available change ID by checking all tracked change elements.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L76",
      "_origin": "ast",
      "community": 88,
      "norm_label": "get the next available change id by checking all tracked change elements.",
      "community_name": "DOCX XML Editor",
      "id": "scripts_document_rationale_76"
    },
    {
      "label": "Ensure w16du namespace is declared on the root element.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L90",
      "_origin": "ast",
      "community": 88,
      "norm_label": "ensure w16du namespace is declared on the root element.",
      "community_name": "DOCX XML Editor",
      "id": "scripts_document_rationale_90"
    },
    {
      "label": "Ensure w16cex namespace is declared on the root element.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L99",
      "_origin": "ast",
      "community": 88,
      "norm_label": "ensure w16cex namespace is declared on the root element.",
      "community_name": "DOCX XML Editor",
      "id": "scripts_document_rationale_99"
    },
    {
      "label": "Inject RSID, author, and date attributes into DOM nodes where applicable.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L117",
      "_origin": "ast",
      "community": 88,
      "norm_label": "inject rsid, author, and date attributes into dom nodes where applicable.",
      "community_name": "DOCX XML Editor",
      "id": "scripts_document_rationale_117"
    },
    {
      "label": "Replace node with automatic attribute injection.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L241",
      "_origin": "ast",
      "community": 88,
      "norm_label": "replace node with automatic attribute injection.",
      "community_name": "DOCX XML Editor",
      "id": "scripts_document_rationale_241"
    },
    {
      "label": "Insert after with automatic attribute injection.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L247",
      "_origin": "ast",
      "community": 105,
      "norm_label": "insert after with automatic attribute injection.",
      "community_name": "Word Document Comments",
      "id": "scripts_document_rationale_247"
    },
    {
      "label": "Insert before with automatic attribute injection.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L253",
      "_origin": "ast",
      "community": 88,
      "norm_label": "insert before with automatic attribute injection.",
      "community_name": "DOCX XML Editor",
      "id": "scripts_document_rationale_253"
    },
    {
      "label": "Append to with automatic attribute injection.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L259",
      "_origin": "ast",
      "community": 105,
      "norm_label": "append to with automatic attribute injection.",
      "community_name": "Word Document Comments",
      "id": "scripts_document_rationale_259"
    },
    {
      "label": "Reject an insertion by wrapping its content in a deletion.          Wraps all ru",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L265",
      "_origin": "ast",
      "community": 88,
      "norm_label": "reject an insertion by wrapping its content in a deletion.          wraps all ru",
      "community_name": "DOCX XML Editor",
      "id": "scripts_document_rationale_265"
    },
    {
      "label": "Reject a deletion by re-inserting the deleted content.          Creates w:ins el",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L343",
      "_origin": "ast",
      "community": 88,
      "norm_label": "reject a deletion by re-inserting the deleted content.          creates w:ins el",
      "community_name": "DOCX XML Editor",
      "id": "scripts_document_rationale_343"
    },
    {
      "label": "Transform paragraph XML to add tracked change wrapping for insertion.          W",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L435",
      "_origin": "ast",
      "community": 88,
      "norm_label": "transform paragraph xml to add tracked change wrapping for insertion.          w",
      "community_name": "DOCX XML Editor",
      "id": "scripts_document_rationale_435"
    },
    {
      "label": "Mark a w:r or w:p element as deleted with tracked changes (in-place DOM manipula",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L483",
      "_origin": "ast",
      "community": 88,
      "norm_label": "mark a w:r or w:p element as deleted with tracked changes (in-place dom manipula",
      "community_name": "DOCX XML Editor",
      "id": "scripts_document_rationale_483"
    },
    {
      "label": "Generate random 8-character hex ID for para/durable IDs.      Values are constra",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L597",
      "_origin": "ast",
      "community": 105,
      "norm_label": "generate random 8-character hex id for para/durable ids.      values are constra",
      "community_name": "Word Document Comments",
      "id": "scripts_document_rationale_597"
    },
    {
      "label": "Generate random 8-character hex RSID.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L608",
      "_origin": "ast",
      "community": 64,
      "norm_label": "generate random 8-character hex rsid.",
      "community_name": "XML Document Utilities",
      "id": "scripts_document_rationale_608"
    },
    {
      "label": "Manages comments in unpacked Word documents.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L613",
      "_origin": "ast",
      "community": 53,
      "norm_label": "manages comments in unpacked word documents.",
      "community_name": "Document Relationship Manager",
      "id": "scripts_document_rationale_613"
    },
    {
      "label": "Initialize with path to unpacked Word document directory.         Automatically",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L623",
      "_origin": "ast",
      "community": 166,
      "norm_label": "initialize with path to unpacked word document directory.         automatically",
      "community_name": "Word Comment Manager",
      "id": "scripts_document_rationale_623"
    },
    {
      "label": "Get or create a DocxXMLEditor for the specified XML file.          Enables lazy-",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L681",
      "_origin": "ast",
      "community": 53,
      "norm_label": "get or create a docxxmleditor for the specified xml file.          enables lazy-",
      "community_name": "Document Relationship Manager",
      "id": "scripts_document_rationale_681"
    },
    {
      "label": "Add a comment spanning from one element to another.          Args:             s",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L714",
      "_origin": "ast",
      "community": 105,
      "norm_label": "add a comment spanning from one element to another.          args:             s",
      "community_name": "Word Document Comments",
      "id": "scripts_document_rationale_714"
    },
    {
      "label": "Add a reply to an existing comment.          Args:             parent_comment_id",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L770",
      "_origin": "ast",
      "community": 105,
      "norm_label": "add a reply to an existing comment.          args:             parent_comment_id",
      "community_name": "Word Document Comments",
      "id": "scripts_document_rationale_770"
    },
    {
      "label": "Clean up temporary directory on deletion.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L834",
      "_origin": "ast",
      "community": 53,
      "norm_label": "clean up temporary directory on deletion.",
      "community_name": "Document Relationship Manager",
      "id": "scripts_document_rationale_834"
    },
    {
      "label": "Validate the document against XSD schema and redlining rules.          Raises:",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L839",
      "_origin": "ast",
      "community": 53,
      "norm_label": "validate the document against xsd schema and redlining rules.          raises:",
      "community_name": "Document Relationship Manager",
      "id": "scripts_document_rationale_839"
    },
    {
      "label": "Save all modified XML files to disk and copy to destination directory.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L860",
      "_origin": "ast",
      "community": 53,
      "norm_label": "save all modified xml files to disk and copy to destination directory.",
      "community_name": "Document Relationship Manager",
      "id": "scripts_document_rationale_860"
    },
    {
      "label": "Get the next available comment ID.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L889",
      "_origin": "ast",
      "community": 166,
      "norm_label": "get the next available comment id.",
      "community_name": "Word Comment Manager",
      "id": "scripts_document_rationale_889"
    },
    {
      "label": "Load existing comments from files to enable replies.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L905",
      "_origin": "ast",
      "community": 166,
      "norm_label": "load existing comments from files to enable replies.",
      "community_name": "Word Comment Manager",
      "id": "scripts_document_rationale_905"
    },
    {
      "label": "Set up comment infrastructure in unpacked directory.          Args:",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L934",
      "_origin": "ast",
      "community": 53,
      "norm_label": "set up comment infrastructure in unpacked directory.          args:",
      "community_name": "Document Relationship Manager",
      "id": "scripts_document_rationale_934"
    },
    {
      "label": "Create people.xml if it doesn't exist.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L955",
      "_origin": "ast",
      "community": 53,
      "norm_label": "create people.xml if it doesn't exist.",
      "community_name": "Document Relationship Manager",
      "id": "scripts_document_rationale_955"
    },
    {
      "label": "Add people.xml content type to [Content_Types].xml if not already present.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L961",
      "_origin": "ast",
      "community": 53,
      "norm_label": "add people.xml content type to [content_types].xml if not already present.",
      "community_name": "Document Relationship Manager",
      "id": "scripts_document_rationale_961"
    },
    {
      "label": "Add people.xml relationship to document.xml.rels if not already present.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L973",
      "_origin": "ast",
      "community": 53,
      "norm_label": "add people.xml relationship to document.xml.rels if not already present.",
      "community_name": "Document Relationship Manager",
      "id": "scripts_document_rationale_973"
    },
    {
      "label": "Add RSID and optionally enable track revisions in settings.xml.          Args:",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L989",
      "_origin": "ast",
      "community": 53,
      "norm_label": "add rsid and optionally enable track revisions in settings.xml.          args:",
      "community_name": "Document Relationship Manager",
      "id": "scripts_document_rationale_989"
    },
    {
      "label": "Add a single comment to comments.xml.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L1071",
      "_origin": "ast",
      "community": 105,
      "norm_label": "add a single comment to comments.xml.",
      "community_name": "Word Document Comments",
      "id": "scripts_document_rationale_1071"
    },
    {
      "label": "Add a single comment to commentsExtended.xml.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L1092",
      "_origin": "ast",
      "community": 105,
      "norm_label": "add a single comment to commentsextended.xml.",
      "community_name": "Word Document Comments",
      "id": "scripts_document_rationale_1092"
    },
    {
      "label": "Add a single comment to commentsExtensible.xml.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L1119",
      "_origin": "ast",
      "community": 105,
      "norm_label": "add a single comment to commentsextensible.xml.",
      "community_name": "Word Document Comments",
      "id": "scripts_document_rationale_1119"
    },
    {
      "label": "Generate XML for comment range start.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L1134",
      "_origin": "ast",
      "community": 105,
      "norm_label": "generate xml for comment range start.",
      "community_name": "Word Document Comments",
      "id": "scripts_document_rationale_1134"
    },
    {
      "label": "Generate XML for comment range end with reference run.          Note: w:rsidR is",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L1138",
      "_origin": "ast",
      "community": 53,
      "norm_label": "generate xml for comment range end with reference run.          note: w:rsidr is",
      "community_name": "Document Relationship Manager",
      "id": "scripts_document_rationale_1138"
    },
    {
      "label": "Generate XML for comment reference run.          Note: w:rsidR is automatically",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L1149",
      "_origin": "ast",
      "community": 53,
      "norm_label": "generate xml for comment reference run.          note: w:rsidr is automatically",
      "community_name": "Document Relationship Manager",
      "id": "scripts_document_rationale_1149"
    },
    {
      "label": "Check if a relationship with given target exists.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L1161",
      "_origin": "ast",
      "community": 53,
      "norm_label": "check if a relationship with given target exists.",
      "community_name": "Document Relationship Manager",
      "id": "scripts_document_rationale_1161"
    },
    {
      "label": "Check if an override with given part name exists.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L1168",
      "_origin": "ast",
      "community": 53,
      "norm_label": "check if an override with given part name exists.",
      "community_name": "Document Relationship Manager",
      "id": "scripts_document_rationale_1168"
    },
    {
      "label": "Check if an author already exists in people.xml.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L1175",
      "_origin": "ast",
      "community": 166,
      "norm_label": "check if an author already exists in people.xml.",
      "community_name": "Word Comment Manager",
      "id": "scripts_document_rationale_1175"
    },
    {
      "label": "Add author to people.xml (called during initialization).",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L1182",
      "_origin": "ast",
      "community": 166,
      "norm_label": "add author to people.xml (called during initialization).",
      "community_name": "Word Comment Manager",
      "id": "scripts_document_rationale_1182"
    },
    {
      "label": "Ensure word/_rels/document.xml.rels has comment relationships.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L1204",
      "_origin": "ast",
      "community": 53,
      "norm_label": "ensure word/_rels/document.xml.rels has comment relationships.",
      "community_name": "Document Relationship Manager",
      "id": "scripts_document_rationale_1204"
    },
    {
      "label": "Ensure [Content_Types].xml has comment content types.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/document.py",
      "source_location": "L1244",
      "_origin": "ast",
      "community": 53,
      "norm_label": "ensure [content_types].xml has comment content types.",
      "community_name": "Document Relationship Manager",
      "id": "scripts_document_rationale_1244"
    },
    {
      "label": "utilities.py",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/utilities.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 64,
      "norm_label": "utilities.py",
      "community_name": "XML Document Utilities",
      "id": "scripts_utilities"
    },
    {
      "label": "XMLEditor",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/utilities.py",
      "source_location": "L41",
      "_origin": "ast",
      "community": 64,
      "norm_label": "xmleditor",
      "community_name": "XML Document Utilities",
      "id": "scripts_utilities_xmleditor"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/utilities.py",
      "source_location": "L55",
      "_origin": "ast",
      "community": 64,
      "norm_label": ".__init__()",
      "community_name": "XML Document Utilities",
      "id": "scripts_utilities_xmleditor_init"
    },
    {
      "label": ".get_node()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/utilities.py",
      "source_location": "L76",
      "_origin": "ast",
      "community": 64,
      "norm_label": ".get_node()",
      "community_name": "XML Document Utilities",
      "id": "scripts_utilities_xmleditor_get_node"
    },
    {
      "label": "range",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/utilities.py",
      "source_location": "L76",
      "_origin": "ast",
      "community": 64,
      "norm_label": "range",
      "community_name": "XML Document Utilities",
      "id": "range"
    },
    {
      "label": "._get_element_text()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/utilities.py",
      "source_location": "L183",
      "_origin": "ast",
      "community": 64,
      "norm_label": "._get_element_text()",
      "community_name": "XML Document Utilities",
      "id": "scripts_utilities_xmleditor_get_element_text"
    },
    {
      "label": ".replace_node()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/utilities.py",
      "source_location": "L206",
      "_origin": "ast",
      "community": 64,
      "norm_label": ".replace_node()",
      "community_name": "XML Document Utilities",
      "id": "scripts_utilities_xmleditor_replace_node"
    },
    {
      "label": ".insert_after()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/utilities.py",
      "source_location": "L227",
      "_origin": "ast",
      "community": 64,
      "norm_label": ".insert_after()",
      "community_name": "XML Document Utilities",
      "id": "scripts_utilities_xmleditor_insert_after"
    },
    {
      "label": ".insert_before()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/utilities.py",
      "source_location": "L251",
      "_origin": "ast",
      "community": 64,
      "norm_label": ".insert_before()",
      "community_name": "XML Document Utilities",
      "id": "scripts_utilities_xmleditor_insert_before"
    },
    {
      "label": ".append_to()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/utilities.py",
      "source_location": "L271",
      "_origin": "ast",
      "community": 64,
      "norm_label": ".append_to()",
      "community_name": "XML Document Utilities",
      "id": "scripts_utilities_xmleditor_append_to"
    },
    {
      "label": ".get_next_rid()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/utilities.py",
      "source_location": "L290",
      "_origin": "ast",
      "community": 64,
      "norm_label": ".get_next_rid()",
      "community_name": "XML Document Utilities",
      "id": "scripts_utilities_xmleditor_get_next_rid"
    },
    {
      "label": ".save()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/utilities.py",
      "source_location": "L302",
      "_origin": "ast",
      "community": 64,
      "norm_label": ".save()",
      "community_name": "XML Document Utilities",
      "id": "scripts_utilities_xmleditor_save"
    },
    {
      "label": "._parse_fragment()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/utilities.py",
      "source_location": "L312",
      "_origin": "ast",
      "community": 64,
      "norm_label": "._parse_fragment()",
      "community_name": "XML Document Utilities",
      "id": "scripts_utilities_xmleditor_parse_fragment"
    },
    {
      "label": "_create_line_tracking_parser()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/utilities.py",
      "source_location": "L346",
      "_origin": "ast",
      "community": 64,
      "norm_label": "_create_line_tracking_parser()",
      "community_name": "XML Document Utilities",
      "id": "scripts_utilities_create_line_tracking_parser"
    },
    {
      "label": "Editor for manipulating OOXML XML files with line-number-based node finding.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/utilities.py",
      "source_location": "L42",
      "_origin": "ast",
      "community": 64,
      "norm_label": "editor for manipulating ooxml xml files with line-number-based node finding.",
      "community_name": "XML Document Utilities",
      "id": "scripts_utilities_rationale_42"
    },
    {
      "label": "Initialize with path to XML file and parse with line number tracking.          A",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/utilities.py",
      "source_location": "L56",
      "_origin": "ast",
      "community": 64,
      "norm_label": "initialize with path to xml file and parse with line number tracking.          a",
      "community_name": "XML Document Utilities",
      "id": "scripts_utilities_rationale_56"
    },
    {
      "label": "Get a DOM element by tag and identifier.          Finds an element by either its",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/utilities.py",
      "source_location": "L83",
      "_origin": "ast",
      "community": 64,
      "norm_label": "get a dom element by tag and identifier.          finds an element by either its",
      "community_name": "XML Document Utilities",
      "id": "scripts_utilities_rationale_83"
    },
    {
      "label": "Recursively extract all text content from an element.          Skips text nodes",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/utilities.py",
      "source_location": "L184",
      "_origin": "ast",
      "community": 64,
      "norm_label": "recursively extract all text content from an element.          skips text nodes",
      "community_name": "XML Document Utilities",
      "id": "scripts_utilities_rationale_184"
    },
    {
      "label": "Replace a DOM element with new XML content.          Args:             elem: def",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/utilities.py",
      "source_location": "L207",
      "_origin": "ast",
      "community": 64,
      "norm_label": "replace a dom element with new xml content.          args:             elem: def",
      "community_name": "XML Document Utilities",
      "id": "scripts_utilities_rationale_207"
    },
    {
      "label": "Insert XML content after a DOM element.          Args:             elem: defused",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/utilities.py",
      "source_location": "L228",
      "_origin": "ast",
      "community": 64,
      "norm_label": "insert xml content after a dom element.          args:             elem: defused",
      "community_name": "XML Document Utilities",
      "id": "scripts_utilities_rationale_228"
    },
    {
      "label": "Insert XML content before a DOM element.          Args:             elem: defuse",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/utilities.py",
      "source_location": "L252",
      "_origin": "ast",
      "community": 64,
      "norm_label": "insert xml content before a dom element.          args:             elem: defuse",
      "community_name": "XML Document Utilities",
      "id": "scripts_utilities_rationale_252"
    },
    {
      "label": "Append XML content as a child of a DOM element.          Args:             elem:",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/utilities.py",
      "source_location": "L272",
      "_origin": "ast",
      "community": 64,
      "norm_label": "append xml content as a child of a dom element.          args:             elem:",
      "community_name": "XML Document Utilities",
      "id": "scripts_utilities_rationale_272"
    },
    {
      "label": "Get the next available rId for relationships files.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/utilities.py",
      "source_location": "L291",
      "_origin": "ast",
      "community": 64,
      "norm_label": "get the next available rid for relationships files.",
      "community_name": "XML Document Utilities",
      "id": "scripts_utilities_rationale_291"
    },
    {
      "label": "Save the edited XML back to the file.          Serializes the DOM tree and write",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/utilities.py",
      "source_location": "L303",
      "_origin": "ast",
      "community": 64,
      "norm_label": "save the edited xml back to the file.          serializes the dom tree and write",
      "community_name": "XML Document Utilities",
      "id": "scripts_utilities_rationale_303"
    },
    {
      "label": "Parse XML fragment and return list of imported nodes.          Args:",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/utilities.py",
      "source_location": "L313",
      "_origin": "ast",
      "community": 64,
      "norm_label": "parse xml fragment and return list of imported nodes.          args:",
      "community_name": "XML Document Utilities",
      "id": "scripts_utilities_rationale_313"
    },
    {
      "label": "Create a SAX parser that tracks line and column numbers for each element.      M",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/docx/scripts/utilities.py",
      "source_location": "L347",
      "_origin": "ast",
      "community": 64,
      "norm_label": "create a sax parser that tracks line and column numbers for each element.      m",
      "community_name": "XML Document Utilities",
      "id": "scripts_utilities_rationale_347"
    },
    {
      "label": "check_bounding_boxes.py",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pdf/scripts/check_bounding_boxes.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 68,
      "norm_label": "check_bounding_boxes.py",
      "community_name": "Bounding Box Validator",
      "id": "scripts_check_bounding_boxes"
    },
    {
      "label": "RectAndField",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pdf/scripts/check_bounding_boxes.py",
      "source_location": "L11",
      "_origin": "ast",
      "community": 68,
      "norm_label": "rectandfield",
      "community_name": "Bounding Box Validator",
      "id": "scripts_check_bounding_boxes_rectandfield"
    },
    {
      "label": "get_bounding_box_messages()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pdf/scripts/check_bounding_boxes.py",
      "source_location": "L18",
      "_origin": "ast",
      "community": 68,
      "norm_label": "get_bounding_box_messages()",
      "community_name": "Bounding Box Validator",
      "id": "scripts_check_bounding_boxes_get_bounding_box_messages"
    },
    {
      "label": "check_bounding_boxes_test.py",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pdf/scripts/check_bounding_boxes_test.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 68,
      "norm_label": "check_bounding_boxes_test.py",
      "community_name": "Bounding Box Validator",
      "id": "scripts_check_bounding_boxes_test"
    },
    {
      "label": "TestGetBoundingBoxMessages",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pdf/scripts/check_bounding_boxes_test.py",
      "source_location": "L8",
      "_origin": "ast",
      "community": 68,
      "norm_label": "testgetboundingboxmessages",
      "community_name": "Bounding Box Validator",
      "id": "scripts_check_bounding_boxes_test_testgetboundingboxmessages"
    },
    {
      "label": ".create_json_stream()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pdf/scripts/check_bounding_boxes_test.py",
      "source_location": "L10",
      "_origin": "ast",
      "community": 68,
      "norm_label": ".create_json_stream()",
      "community_name": "Bounding Box Validator",
      "id": "scripts_check_bounding_boxes_test_testgetboundingboxmessages_create_json_stream"
    },
    {
      "label": ".test_no_intersections()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pdf/scripts/check_bounding_boxes_test.py",
      "source_location": "L14",
      "_origin": "ast",
      "community": 68,
      "norm_label": ".test_no_intersections()",
      "community_name": "Bounding Box Validator",
      "id": "scripts_check_bounding_boxes_test_testgetboundingboxmessages_test_no_intersections"
    },
    {
      "label": ".test_label_entry_intersection_same_field()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pdf/scripts/check_bounding_boxes_test.py",
      "source_location": "L38",
      "_origin": "ast",
      "community": 68,
      "norm_label": ".test_label_entry_intersection_same_field()",
      "community_name": "Bounding Box Validator",
      "id": "scripts_check_bounding_boxes_test_testgetboundingboxmessages_test_label_entry_intersection_same_field"
    },
    {
      "label": ".test_intersection_between_different_fields()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pdf/scripts/check_bounding_boxes_test.py",
      "source_location": "L56",
      "_origin": "ast",
      "community": 68,
      "norm_label": ".test_intersection_between_different_fields()",
      "community_name": "Bounding Box Validator",
      "id": "scripts_check_bounding_boxes_test_testgetboundingboxmessages_test_intersection_between_different_fields"
    },
    {
      "label": ".test_different_pages_no_intersection()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pdf/scripts/check_bounding_boxes_test.py",
      "source_location": "L80",
      "_origin": "ast",
      "community": 68,
      "norm_label": ".test_different_pages_no_intersection()",
      "community_name": "Bounding Box Validator",
      "id": "scripts_check_bounding_boxes_test_testgetboundingboxmessages_test_different_pages_no_intersection"
    },
    {
      "label": ".test_entry_height_too_small()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pdf/scripts/check_bounding_boxes_test.py",
      "source_location": "L104",
      "_origin": "ast",
      "community": 68,
      "norm_label": ".test_entry_height_too_small()",
      "community_name": "Bounding Box Validator",
      "id": "scripts_check_bounding_boxes_test_testgetboundingboxmessages_test_entry_height_too_small"
    },
    {
      "label": ".test_entry_height_adequate()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pdf/scripts/check_bounding_boxes_test.py",
      "source_location": "L125",
      "_origin": "ast",
      "community": 68,
      "norm_label": ".test_entry_height_adequate()",
      "community_name": "Bounding Box Validator",
      "id": "scripts_check_bounding_boxes_test_testgetboundingboxmessages_test_entry_height_adequate"
    },
    {
      "label": ".test_default_font_size()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pdf/scripts/check_bounding_boxes_test.py",
      "source_location": "L146",
      "_origin": "ast",
      "community": 68,
      "norm_label": ".test_default_font_size()",
      "community_name": "Bounding Box Validator",
      "id": "scripts_check_bounding_boxes_test_testgetboundingboxmessages_test_default_font_size"
    },
    {
      "label": ".test_no_entry_text()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pdf/scripts/check_bounding_boxes_test.py",
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      "_origin": "ast",
      "community": 68,
      "norm_label": ".test_no_entry_text()",
      "community_name": "Bounding Box Validator",
      "id": "scripts_check_bounding_boxes_test_testgetboundingboxmessages_test_no_entry_text"
    },
    {
      "label": ".test_multiple_errors_limit()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pdf/scripts/check_bounding_boxes_test.py",
      "source_location": "L183",
      "_origin": "ast",
      "community": 68,
      "norm_label": ".test_multiple_errors_limit()",
      "community_name": "Bounding Box Validator",
      "id": "scripts_check_bounding_boxes_test_testgetboundingboxmessages_test_multiple_errors_limit"
    },
    {
      "label": ".test_edge_touching_boxes()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pdf/scripts/check_bounding_boxes_test.py",
      "source_location": "L206",
      "_origin": "ast",
      "community": 68,
      "norm_label": ".test_edge_touching_boxes()",
      "community_name": "Bounding Box Validator",
      "id": "scripts_check_bounding_boxes_test_testgetboundingboxmessages_test_edge_touching_boxes"
    },
    {
      "label": "Helper to create a JSON stream from data",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pdf/scripts/check_bounding_boxes_test.py",
      "source_location": "L11",
      "_origin": "ast",
      "community": 68,
      "norm_label": "helper to create a json stream from data",
      "community_name": "Bounding Box Validator",
      "id": "scripts_check_bounding_boxes_test_rationale_11"
    },
    {
      "label": "Test case with no bounding box intersections",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pdf/scripts/check_bounding_boxes_test.py",
      "source_location": "L15",
      "_origin": "ast",
      "community": 68,
      "norm_label": "test case with no bounding box intersections",
      "community_name": "Bounding Box Validator",
      "id": "scripts_check_bounding_boxes_test_rationale_15"
    },
    {
      "label": "Test intersection between label and entry of the same field",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pdf/scripts/check_bounding_boxes_test.py",
      "source_location": "L39",
      "_origin": "ast",
      "community": 68,
      "norm_label": "test intersection between label and entry of the same field",
      "community_name": "Bounding Box Validator",
      "id": "scripts_check_bounding_boxes_test_rationale_39"
    },
    {
      "label": "Test intersection between bounding boxes of different fields",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pdf/scripts/check_bounding_boxes_test.py",
      "source_location": "L57",
      "_origin": "ast",
      "community": 68,
      "norm_label": "test intersection between bounding boxes of different fields",
      "community_name": "Bounding Box Validator",
      "id": "scripts_check_bounding_boxes_test_rationale_57"
    },
    {
      "label": "Test that boxes on different pages don't count as intersecting",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pdf/scripts/check_bounding_boxes_test.py",
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      "_origin": "ast",
      "community": 68,
      "norm_label": "test that boxes on different pages don't count as intersecting",
      "community_name": "Bounding Box Validator",
      "id": "scripts_check_bounding_boxes_test_rationale_81"
    },
    {
      "label": "Test that entry box height is checked against font size",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pdf/scripts/check_bounding_boxes_test.py",
      "source_location": "L105",
      "_origin": "ast",
      "community": 68,
      "norm_label": "test that entry box height is checked against font size",
      "community_name": "Bounding Box Validator",
      "id": "scripts_check_bounding_boxes_test_rationale_105"
    },
    {
      "label": "Test that adequate entry box height passes",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pdf/scripts/check_bounding_boxes_test.py",
      "source_location": "L126",
      "_origin": "ast",
      "community": 68,
      "norm_label": "test that adequate entry box height passes",
      "community_name": "Bounding Box Validator",
      "id": "scripts_check_bounding_boxes_test_rationale_126"
    },
    {
      "label": "Test that default font size is used when not specified",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pdf/scripts/check_bounding_boxes_test.py",
      "source_location": "L147",
      "_origin": "ast",
      "community": 68,
      "norm_label": "test that default font size is used when not specified",
      "community_name": "Bounding Box Validator",
      "id": "scripts_check_bounding_boxes_test_rationale_147"
    },
    {
      "label": "Test that missing entry_text doesn't cause height check",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pdf/scripts/check_bounding_boxes_test.py",
      "source_location": "L166",
      "_origin": "ast",
      "community": 68,
      "norm_label": "test that missing entry_text doesn't cause height check",
      "community_name": "Bounding Box Validator",
      "id": "scripts_check_bounding_boxes_test_rationale_166"
    },
    {
      "label": "Test that error messages are limited to prevent excessive output",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pdf/scripts/check_bounding_boxes_test.py",
      "source_location": "L184",
      "_origin": "ast",
      "community": 68,
      "norm_label": "test that error messages are limited to prevent excessive output",
      "community_name": "Bounding Box Validator",
      "id": "scripts_check_bounding_boxes_test_rationale_184"
    },
    {
      "label": "Test that boxes touching at edges don't count as intersecting",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pdf/scripts/check_bounding_boxes_test.py",
      "source_location": "L207",
      "_origin": "ast",
      "community": 68,
      "norm_label": "test that boxes touching at edges don't count as intersecting",
      "community_name": "Bounding Box Validator",
      "id": "scripts_check_bounding_boxes_test_rationale_207"
    },
    {
      "label": "check_fillable_fields.py",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pdf/scripts/check_fillable_fields.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 354,
      "norm_label": "check_fillable_fields.py",
      "community_name": "PDF Form Field Checker",
      "id": "scripts_check_fillable_fields"
    },
    {
      "label": "convert_pdf_to_images.py",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pdf/scripts/convert_pdf_to_images.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 288,
      "norm_label": "convert_pdf_to_images.py",
      "community_name": "PDF Image Conversion",
      "id": "scripts_convert_pdf_to_images"
    },
    {
      "label": "convert()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pdf/scripts/convert_pdf_to_images.py",
      "source_location": "L10",
      "_origin": "ast",
      "community": 288,
      "norm_label": "convert()",
      "community_name": "PDF Image Conversion",
      "id": "scripts_convert_pdf_to_images_convert"
    },
    {
      "label": "create_validation_image.py",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pdf/scripts/create_validation_image.py",
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      "_origin": "ast",
      "community": 289,
      "norm_label": "create_validation_image.py",
      "community_name": "Validation Image Creation",
      "id": "scripts_create_validation_image"
    },
    {
      "label": "create_validation_image()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pdf/scripts/create_validation_image.py",
      "source_location": "L11",
      "_origin": "ast",
      "community": 289,
      "norm_label": "create_validation_image()",
      "community_name": "Validation Image Creation",
      "id": "scripts_create_validation_image_create_validation_image"
    },
    {
      "label": "extract_form_field_info.py",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pdf/scripts/extract_form_field_info.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 130,
      "norm_label": "extract_form_field_info.py",
      "community_name": "PDF Form Filler",
      "id": "scripts_extract_form_field_info"
    },
    {
      "label": "get_full_annotation_field_id()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pdf/scripts/extract_form_field_info.py",
      "source_location": "L12",
      "_origin": "ast",
      "community": 130,
      "norm_label": "get_full_annotation_field_id()",
      "community_name": "PDF Form Filler",
      "id": "scripts_extract_form_field_info_get_full_annotation_field_id"
    },
    {
      "label": "make_field_dict()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pdf/scripts/extract_form_field_info.py",
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      "_origin": "ast",
      "community": 130,
      "norm_label": "make_field_dict()",
      "community_name": "PDF Form Filler",
      "id": "scripts_extract_form_field_info_make_field_dict"
    },
    {
      "label": "get_field_info()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pdf/scripts/extract_form_field_info.py",
      "source_location": "L62",
      "_origin": "ast",
      "community": 130,
      "norm_label": "get_field_info()",
      "community_name": "PDF Form Filler",
      "id": "scripts_extract_form_field_info_get_field_info"
    },
    {
      "label": "PdfReader",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pdf/scripts/extract_form_field_info.py",
      "source_location": "L62",
      "_origin": "ast",
      "community": 130,
      "norm_label": "pdfreader",
      "community_name": "PDF Form Filler",
      "id": "pdfreader"
    },
    {
      "label": "write_field_info()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pdf/scripts/extract_form_field_info.py",
      "source_location": "L140",
      "_origin": "ast",
      "community": 130,
      "norm_label": "write_field_info()",
      "community_name": "PDF Form Filler",
      "id": "scripts_extract_form_field_info_write_field_info"
    },
    {
      "label": "fill_fillable_fields.py",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pdf/scripts/fill_fillable_fields.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 130,
      "norm_label": "fill_fillable_fields.py",
      "community_name": "PDF Form Filler",
      "id": "scripts_fill_fillable_fields"
    },
    {
      "label": "fill_pdf_fields()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pdf/scripts/fill_fillable_fields.py",
      "source_location": "L12",
      "_origin": "ast",
      "community": 130,
      "norm_label": "fill_pdf_fields()",
      "community_name": "PDF Form Filler",
      "id": "scripts_fill_fillable_fields_fill_pdf_fields"
    },
    {
      "label": "validation_error_for_field_value()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pdf/scripts/fill_fillable_fields.py",
      "source_location": "L59",
      "_origin": "ast",
      "community": 130,
      "norm_label": "validation_error_for_field_value()",
      "community_name": "PDF Form Filler",
      "id": "scripts_fill_fillable_fields_validation_error_for_field_value"
    },
    {
      "label": "monkeypatch_pydpf_method()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pdf/scripts/fill_fillable_fields.py",
      "source_location": "L90",
      "_origin": "ast",
      "community": 130,
      "norm_label": "monkeypatch_pydpf_method()",
      "community_name": "PDF Form Filler",
      "id": "scripts_fill_fillable_fields_monkeypatch_pydpf_method"
    },
    {
      "label": "fill_pdf_form_with_annotations.py",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pdf/scripts/fill_pdf_form_with_annotations.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 130,
      "norm_label": "fill_pdf_form_with_annotations.py",
      "community_name": "PDF Form Filler",
      "id": "scripts_fill_pdf_form_with_annotations"
    },
    {
      "label": "transform_coordinates()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pdf/scripts/fill_pdf_form_with_annotations.py",
      "source_location": "L11",
      "_origin": "ast",
      "community": 130,
      "norm_label": "transform_coordinates()",
      "community_name": "PDF Form Filler",
      "id": "scripts_fill_pdf_form_with_annotations_transform_coordinates"
    },
    {
      "label": "fill_pdf_form()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pdf/scripts/fill_pdf_form_with_annotations.py",
      "source_location": "L28",
      "_origin": "ast",
      "community": 130,
      "norm_label": "fill_pdf_form()",
      "community_name": "PDF Form Filler",
      "id": "scripts_fill_pdf_form_with_annotations_fill_pdf_form"
    },
    {
      "label": "Transform bounding box from image coordinates to PDF coordinates",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pdf/scripts/fill_pdf_form_with_annotations.py",
      "source_location": "L12",
      "_origin": "ast",
      "community": 130,
      "norm_label": "transform bounding box from image coordinates to pdf coordinates",
      "community_name": "PDF Form Filler",
      "id": "scripts_fill_pdf_form_with_annotations_rationale_12"
    },
    {
      "label": "Fill the PDF form with data from fields.json",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pdf/scripts/fill_pdf_form_with_annotations.py",
      "source_location": "L29",
      "_origin": "ast",
      "community": 130,
      "norm_label": "fill the pdf form with data from fields.json",
      "community_name": "PDF Form Filler",
      "id": "scripts_fill_pdf_form_with_annotations_rationale_29"
    },
    {
      "label": "pack.py",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/pack.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 201,
      "norm_label": "pack.py",
      "community_name": "Office Document Packer",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_pack_py_scripts_pack"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/pack.py",
      "source_location": "L19",
      "_origin": "ast",
      "community": 201,
      "norm_label": "main()",
      "community_name": "Office Document Packer",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_pack_py_scripts_pack_main"
    },
    {
      "label": "pack_document()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/pack.py",
      "source_location": "L45",
      "_origin": "ast",
      "community": 201,
      "norm_label": "pack_document()",
      "community_name": "Office Document Packer",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_pack_py_scripts_pack_pack_document"
    },
    {
      "label": "validate_document()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/pack.py",
      "source_location": "L90",
      "_origin": "ast",
      "community": 201,
      "norm_label": "validate_document()",
      "community_name": "Office Document Packer",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_pack_py_scripts_pack_validate_document"
    },
    {
      "label": "condense_xml()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/pack.py",
      "source_location": "L133",
      "_origin": "ast",
      "community": 201,
      "norm_label": "condense_xml()",
      "community_name": "Office Document Packer",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_pack_py_scripts_pack_condense_xml"
    },
    {
      "label": "Pack a directory into an Office file (.docx/.pptx/.xlsx).      Args:         inp",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/pack.py",
      "source_location": "L46",
      "_origin": "ast",
      "community": 201,
      "norm_label": "pack a directory into an office file (.docx/.pptx/.xlsx).      args:         inp",
      "community_name": "Office Document Packer",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_pack_py_scripts_pack_rationale_46"
    },
    {
      "label": "Validate document by converting to HTML with soffice.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/pack.py",
      "source_location": "L91",
      "_origin": "ast",
      "community": 201,
      "norm_label": "validate document by converting to html with soffice.",
      "community_name": "Office Document Packer",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_pack_py_scripts_pack_rationale_91"
    },
    {
      "label": "Strip unnecessary whitespace and remove comments.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/pack.py",
      "source_location": "L134",
      "_origin": "ast",
      "community": 201,
      "norm_label": "strip unnecessary whitespace and remove comments.",
      "community_name": "Office Document Packer",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_pack_py_scripts_pack_rationale_134"
    },
    {
      "label": "unpack.py",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/unpack.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 318,
      "norm_label": "unpack.py",
      "community_name": "Archive Extraction Utility",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_unpack_py_scripts_unpack"
    },
    {
      "label": "validate.py",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validate.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 278,
      "norm_label": "validate.py",
      "community_name": "Validation Script Execution",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validate_py_scripts_validate"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validate.py",
      "source_location": "L16",
      "_origin": "ast",
      "community": 278,
      "norm_label": "main()",
      "community_name": "Validation Script Execution",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validate_py_scripts_validate_main"
    },
    {
      "label": "__init__.py",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/__init__.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 279,
      "norm_label": "__init__.py",
      "community_name": "Word Processing Validation",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_init_py_validation_init"
    },
    {
      "label": "Validation modules for Word document processing.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/__init__.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 279,
      "norm_label": "validation modules for word document processing.",
      "community_name": "Word Processing Validation",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_init_py_validation_init_rationale_1"
    },
    {
      "label": "base.py",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/base.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 46,
      "norm_label": "base.py",
      "community_name": "Extended Schema Validation",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_base_py_validation_base"
    },
    {
      "label": "BaseSchemaValidator",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/base.py",
      "source_location": "L11",
      "_origin": "ast",
      "community": 46,
      "norm_label": "baseschemavalidator",
      "community_name": "Extended Schema Validation",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_base_py_validation_base_baseschemavalidator"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/base.py",
      "source_location": "L106",
      "_origin": "ast",
      "community": 46,
      "norm_label": ".__init__()",
      "community_name": "Extended Schema Validation",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_base_py_validation_base_baseschemavalidator_init"
    },
    {
      "label": ".validate()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/base.py",
      "source_location": "L123",
      "_origin": "ast",
      "community": 46,
      "norm_label": ".validate()",
      "community_name": "Extended Schema Validation",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_base_py_validation_base_baseschemavalidator_validate"
    },
    {
      "label": ".validate_xml()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/base.py",
      "source_location": "L127",
      "_origin": "ast",
      "community": 46,
      "norm_label": ".validate_xml()",
      "community_name": "Extended Schema Validation",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_base_py_validation_base_baseschemavalidator_validate_xml"
    },
    {
      "label": ".validate_namespaces()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/base.py",
      "source_location": "L156",
      "_origin": "ast",
      "community": 46,
      "norm_label": ".validate_namespaces()",
      "community_name": "Extended Schema Validation",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_base_py_validation_base_baseschemavalidator_validate_namespaces"
    },
    {
      "label": ".validate_unique_ids()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/base.py",
      "source_location": "L186",
      "_origin": "ast",
      "community": 46,
      "norm_label": ".validate_unique_ids()",
      "community_name": "Extended Schema Validation",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_base_py_validation_base_baseschemavalidator_validate_unique_ids"
    },
    {
      "label": ".validate_file_references()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/base.py",
      "source_location": "L277",
      "_origin": "ast",
      "community": 46,
      "norm_label": ".validate_file_references()",
      "community_name": "Extended Schema Validation",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_base_py_validation_base_baseschemavalidator_validate_file_references"
    },
    {
      "label": ".validate_all_relationship_ids()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/base.py",
      "source_location": "L388",
      "_origin": "ast",
      "community": 243,
      "norm_label": ".validate_all_relationship_ids()",
      "community_name": "XML Relationship Validation",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_base_py_validation_base_baseschemavalidator_validate_all_relationship_ids"
    },
    {
      "label": "._get_expected_relationship_type()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/base.py",
      "source_location": "L486",
      "_origin": "ast",
      "community": 243,
      "norm_label": "._get_expected_relationship_type()",
      "community_name": "XML Relationship Validation",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_base_py_validation_base_baseschemavalidator_get_expected_relationship_type"
    },
    {
      "label": ".validate_content_types()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/base.py",
      "source_location": "L522",
      "_origin": "ast",
      "community": 46,
      "norm_label": ".validate_content_types()",
      "community_name": "Extended Schema Validation",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_base_py_validation_base_baseschemavalidator_validate_content_types"
    },
    {
      "label": ".validate_file_against_xsd()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/base.py",
      "source_location": "L641",
      "_origin": "ast",
      "community": 46,
      "norm_label": ".validate_file_against_xsd()",
      "community_name": "Extended Schema Validation",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_base_py_validation_base_baseschemavalidator_validate_file_against_xsd"
    },
    {
      "label": ".validate_against_xsd()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/base.py",
      "source_location": "L688",
      "_origin": "ast",
      "community": 46,
      "norm_label": ".validate_against_xsd()",
      "community_name": "Extended Schema Validation",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_base_py_validation_base_baseschemavalidator_validate_against_xsd"
    },
    {
      "label": "._get_schema_path()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/base.py",
      "source_location": "L741",
      "_origin": "ast",
      "community": 46,
      "norm_label": "._get_schema_path()",
      "community_name": "Extended Schema Validation",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_base_py_validation_base_baseschemavalidator_get_schema_path"
    },
    {
      "label": "._clean_ignorable_namespaces()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/base.py",
      "source_location": "L765",
      "_origin": "ast",
      "community": 46,
      "norm_label": "._clean_ignorable_namespaces()",
      "community_name": "Extended Schema Validation",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_base_py_validation_base_baseschemavalidator_clean_ignorable_namespaces"
    },
    {
      "label": "._remove_ignorable_elements()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/base.py",
      "source_location": "L791",
      "_origin": "ast",
      "community": 46,
      "norm_label": "._remove_ignorable_elements()",
      "community_name": "Extended Schema Validation",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_base_py_validation_base_baseschemavalidator_remove_ignorable_elements"
    },
    {
      "label": "._preprocess_for_mc_ignorable()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/base.py",
      "source_location": "L815",
      "_origin": "ast",
      "community": 46,
      "norm_label": "._preprocess_for_mc_ignorable()",
      "community_name": "Extended Schema Validation",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_base_py_validation_base_baseschemavalidator_preprocess_for_mc_ignorable"
    },
    {
      "label": "._validate_single_file_xsd()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/base.py",
      "source_location": "L826",
      "_origin": "ast",
      "community": 46,
      "norm_label": "._validate_single_file_xsd()",
      "community_name": "Extended Schema Validation",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_base_py_validation_base_baseschemavalidator_validate_single_file_xsd"
    },
    {
      "label": "._get_original_file_errors()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/base.py",
      "source_location": "L869",
      "_origin": "ast",
      "community": 46,
      "norm_label": "._get_original_file_errors()",
      "community_name": "Extended Schema Validation",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_base_py_validation_base_baseschemavalidator_get_original_file_errors"
    },
    {
      "label": "._remove_template_tags_from_text_nodes()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/base.py",
      "source_location": "L906",
      "_origin": "ast",
      "community": 46,
      "norm_label": "._remove_template_tags_from_text_nodes()",
      "community_name": "Extended Schema Validation",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_base_py_validation_base_baseschemavalidator_remove_template_tags_from_text_nodes"
    },
    {
      "label": "Base validator with common validation logic for document files.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/base.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 46,
      "norm_label": "base validator with common validation logic for document files.",
      "community_name": "Extended Schema Validation",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_base_py_validation_base_rationale_1"
    },
    {
      "label": "Run all validation checks and return True if all pass.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/base.py",
      "source_location": "L124",
      "_origin": "ast",
      "community": 46,
      "norm_label": "run all validation checks and return true if all pass.",
      "community_name": "Extended Schema Validation",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_base_py_validation_base_rationale_124"
    },
    {
      "label": "Validate that all XML files are well-formed.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/base.py",
      "source_location": "L128",
      "_origin": "ast",
      "community": 46,
      "norm_label": "validate that all xml files are well-formed.",
      "community_name": "Extended Schema Validation",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_base_py_validation_base_rationale_128"
    },
    {
      "label": "Validate that namespace prefixes in Ignorable attributes are declared.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/base.py",
      "source_location": "L157",
      "_origin": "ast",
      "community": 46,
      "norm_label": "validate that namespace prefixes in ignorable attributes are declared.",
      "community_name": "Extended Schema Validation",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_base_py_validation_base_rationale_157"
    },
    {
      "label": "Validate that specific IDs are unique according to OOXML requirements.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/base.py",
      "source_location": "L187",
      "_origin": "ast",
      "community": 46,
      "norm_label": "validate that specific ids are unique according to ooxml requirements.",
      "community_name": "Extended Schema Validation",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_base_py_validation_base_rationale_187"
    },
    {
      "label": "Validate that all .rels files properly reference files and that all files are re",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/base.py",
      "source_location": "L278",
      "_origin": "ast",
      "community": 46,
      "norm_label": "validate that all .rels files properly reference files and that all files are re",
      "community_name": "Extended Schema Validation",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_base_py_validation_base_rationale_278"
    },
    {
      "label": "Validate that all r:id attributes in XML files reference existing IDs         in",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/base.py",
      "source_location": "L389",
      "_origin": "ast",
      "community": 243,
      "norm_label": "validate that all r:id attributes in xml files reference existing ids         in",
      "community_name": "XML Relationship Validation",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_base_py_validation_base_rationale_389"
    },
    {
      "label": "Get the expected relationship type for an element.         First checks the expl",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/base.py",
      "source_location": "L487",
      "_origin": "ast",
      "community": 243,
      "norm_label": "get the expected relationship type for an element.         first checks the expl",
      "community_name": "XML Relationship Validation",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_base_py_validation_base_rationale_487"
    },
    {
      "label": "Validate that all content files are properly declared in [Content_Types].xml.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/base.py",
      "source_location": "L523",
      "_origin": "ast",
      "community": 46,
      "norm_label": "validate that all content files are properly declared in [content_types].xml.",
      "community_name": "Extended Schema Validation",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_base_py_validation_base_rationale_523"
    },
    {
      "label": "Validate a single XML file against XSD schema, comparing with original.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/base.py",
      "source_location": "L642",
      "_origin": "ast",
      "community": 46,
      "norm_label": "validate a single xml file against xsd schema, comparing with original.",
      "community_name": "Extended Schema Validation",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_base_py_validation_base_rationale_642"
    },
    {
      "label": "Validate XML files against XSD schemas, showing only new errors compared to orig",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/base.py",
      "source_location": "L689",
      "_origin": "ast",
      "community": 46,
      "norm_label": "validate xml files against xsd schemas, showing only new errors compared to orig",
      "community_name": "Extended Schema Validation",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_base_py_validation_base_rationale_689"
    },
    {
      "label": "Determine the appropriate schema path for an XML file.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/base.py",
      "source_location": "L742",
      "_origin": "ast",
      "community": 46,
      "norm_label": "determine the appropriate schema path for an xml file.",
      "community_name": "Extended Schema Validation",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_base_py_validation_base_rationale_742"
    },
    {
      "label": "Remove attributes and elements not in allowed namespaces.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/base.py",
      "source_location": "L766",
      "_origin": "ast",
      "community": 46,
      "norm_label": "remove attributes and elements not in allowed namespaces.",
      "community_name": "Extended Schema Validation",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_base_py_validation_base_rationale_766"
    },
    {
      "label": "Recursively remove all elements not in allowed namespaces.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/base.py",
      "source_location": "L792",
      "_origin": "ast",
      "community": 46,
      "norm_label": "recursively remove all elements not in allowed namespaces.",
      "community_name": "Extended Schema Validation",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_base_py_validation_base_rationale_792"
    },
    {
      "label": "Preprocess XML to handle mc:Ignorable attribute properly.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/base.py",
      "source_location": "L816",
      "_origin": "ast",
      "community": 46,
      "norm_label": "preprocess xml to handle mc:ignorable attribute properly.",
      "community_name": "Extended Schema Validation",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_base_py_validation_base_rationale_816"
    },
    {
      "label": "Validate a single XML file against XSD schema. Returns (is_valid, errors_set).",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/base.py",
      "source_location": "L827",
      "_origin": "ast",
      "community": 46,
      "norm_label": "validate a single xml file against xsd schema. returns (is_valid, errors_set).",
      "community_name": "Extended Schema Validation",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_base_py_validation_base_rationale_827"
    },
    {
      "label": "Get XSD validation errors from a single file in the original document.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/base.py",
      "source_location": "L870",
      "_origin": "ast",
      "community": 46,
      "norm_label": "get xsd validation errors from a single file in the original document.",
      "community_name": "Extended Schema Validation",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_base_py_validation_base_rationale_870"
    },
    {
      "label": "Remove template tags from XML text nodes and collect warnings.          Template",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/base.py",
      "source_location": "L907",
      "_origin": "ast",
      "community": 46,
      "norm_label": "remove template tags from xml text nodes and collect warnings.          template",
      "community_name": "Extended Schema Validation",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_base_py_validation_base_rationale_907"
    },
    {
      "label": "docx.py",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/docx.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 114,
      "norm_label": "docx.py",
      "community_name": "Word XML Validator",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_docx_py_validation_docx"
    },
    {
      "label": "DOCXSchemaValidator",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/docx.py",
      "source_location": "L14",
      "_origin": "ast",
      "community": 114,
      "norm_label": "docxschemavalidator",
      "community_name": "Word XML Validator",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_docx_py_validation_docx_docxschemavalidator"
    },
    {
      "label": ".validate()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/docx.py",
      "source_location": "L24",
      "_origin": "ast",
      "community": 114,
      "norm_label": ".validate()",
      "community_name": "Word XML Validator",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_docx_py_validation_docx_docxschemavalidator_validate"
    },
    {
      "label": ".validate_whitespace_preservation()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/docx.py",
      "source_location": "L72",
      "_origin": "ast",
      "community": 114,
      "norm_label": ".validate_whitespace_preservation()",
      "community_name": "Word XML Validator",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_docx_py_validation_docx_docxschemavalidator_validate_whitespace_preservation"
    },
    {
      "label": ".validate_deletions()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/docx.py",
      "source_location": "L124",
      "_origin": "ast",
      "community": 114,
      "norm_label": ".validate_deletions()",
      "community_name": "Word XML Validator",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_docx_py_validation_docx_docxschemavalidator_validate_deletions"
    },
    {
      "label": ".count_paragraphs_in_unpacked()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/docx.py",
      "source_location": "L173",
      "_origin": "ast",
      "community": 114,
      "norm_label": ".count_paragraphs_in_unpacked()",
      "community_name": "Word XML Validator",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_docx_py_validation_docx_docxschemavalidator_count_paragraphs_in_unpacked"
    },
    {
      "label": ".count_paragraphs_in_original()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/docx.py",
      "source_location": "L192",
      "_origin": "ast",
      "community": 114,
      "norm_label": ".count_paragraphs_in_original()",
      "community_name": "Word XML Validator",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_docx_py_validation_docx_docxschemavalidator_count_paragraphs_in_original"
    },
    {
      "label": ".validate_insertions()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/docx.py",
      "source_location": "L216",
      "_origin": "ast",
      "community": 114,
      "norm_label": ".validate_insertions()",
      "community_name": "Word XML Validator",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_docx_py_validation_docx_docxschemavalidator_validate_insertions"
    },
    {
      "label": ".compare_paragraph_counts()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/docx.py",
      "source_location": "L263",
      "_origin": "ast",
      "community": 114,
      "norm_label": ".compare_paragraph_counts()",
      "community_name": "Word XML Validator",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_docx_py_validation_docx_docxschemavalidator_compare_paragraph_counts"
    },
    {
      "label": "Validator for Word document XML files against XSD schemas.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/docx.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 114,
      "norm_label": "validator for word document xml files against xsd schemas.",
      "community_name": "Word XML Validator",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_docx_py_validation_docx_rationale_1"
    },
    {
      "label": "Run all validation checks and return True if all pass.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/docx.py",
      "source_location": "L25",
      "_origin": "ast",
      "community": 114,
      "norm_label": "run all validation checks and return true if all pass.",
      "community_name": "Word XML Validator",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_docx_py_validation_docx_rationale_25"
    },
    {
      "label": "Validate that w:t elements with whitespace have xml:space='preserve'.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/docx.py",
      "source_location": "L73",
      "_origin": "ast",
      "community": 114,
      "norm_label": "validate that w:t elements with whitespace have xml:space='preserve'.",
      "community_name": "Word XML Validator",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_docx_py_validation_docx_rationale_73"
    },
    {
      "label": "Validate that w:t elements are not within w:del elements.         For some reaso",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/docx.py",
      "source_location": "L125",
      "_origin": "ast",
      "community": 114,
      "norm_label": "validate that w:t elements are not within w:del elements.         for some reaso",
      "community_name": "Word XML Validator",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_docx_py_validation_docx_rationale_125"
    },
    {
      "label": "Count the number of paragraphs in the unpacked document.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/docx.py",
      "source_location": "L174",
      "_origin": "ast",
      "community": 114,
      "norm_label": "count the number of paragraphs in the unpacked document.",
      "community_name": "Word XML Validator",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_docx_py_validation_docx_rationale_174"
    },
    {
      "label": "Count the number of paragraphs in the original docx file.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/docx.py",
      "source_location": "L193",
      "_origin": "ast",
      "community": 114,
      "norm_label": "count the number of paragraphs in the original docx file.",
      "community_name": "Word XML Validator",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_docx_py_validation_docx_rationale_193"
    },
    {
      "label": "Validate that w:delText elements are not within w:ins elements.         w:delTex",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/docx.py",
      "source_location": "L217",
      "_origin": "ast",
      "community": 114,
      "norm_label": "validate that w:deltext elements are not within w:ins elements.         w:deltex",
      "community_name": "Word XML Validator",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_docx_py_validation_docx_rationale_217"
    },
    {
      "label": "Compare paragraph counts between original and new document.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/docx.py",
      "source_location": "L264",
      "_origin": "ast",
      "community": 114,
      "norm_label": "compare paragraph counts between original and new document.",
      "community_name": "Word XML Validator",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_docx_py_validation_docx_rationale_264"
    },
    {
      "label": "pptx.py",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/pptx.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 129,
      "norm_label": "pptx.py",
      "community_name": "PowerPoint XML Validator",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_pptx_py_validation_pptx"
    },
    {
      "label": "PPTXSchemaValidator",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/pptx.py",
      "source_location": "L10",
      "_origin": "ast",
      "community": 129,
      "norm_label": "pptxschemavalidator",
      "community_name": "PowerPoint XML Validator",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_pptx_py_validation_pptx_pptxschemavalidator"
    },
    {
      "label": ".validate()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/pptx.py",
      "source_location": "L28",
      "_origin": "ast",
      "community": 129,
      "norm_label": ".validate()",
      "community_name": "PowerPoint XML Validator",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_pptx_py_validation_pptx_pptxschemavalidator_validate"
    },
    {
      "label": ".validate_uuid_ids()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/pptx.py",
      "source_location": "L77",
      "_origin": "ast",
      "community": 129,
      "norm_label": ".validate_uuid_ids()",
      "community_name": "PowerPoint XML Validator",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_pptx_py_validation_pptx_pptxschemavalidator_validate_uuid_ids"
    },
    {
      "label": "._looks_like_uuid()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/pptx.py",
      "source_location": "L121",
      "_origin": "ast",
      "community": 129,
      "norm_label": "._looks_like_uuid()",
      "community_name": "PowerPoint XML Validator",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_pptx_py_validation_pptx_pptxschemavalidator_looks_like_uuid"
    },
    {
      "label": ".validate_slide_layout_ids()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/pptx.py",
      "source_location": "L128",
      "_origin": "ast",
      "community": 129,
      "norm_label": ".validate_slide_layout_ids()",
      "community_name": "PowerPoint XML Validator",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_pptx_py_validation_pptx_pptxschemavalidator_validate_slide_layout_ids"
    },
    {
      "label": ".validate_no_duplicate_slide_layouts()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/pptx.py",
      "source_location": "L203",
      "_origin": "ast",
      "community": 129,
      "norm_label": ".validate_no_duplicate_slide_layouts()",
      "community_name": "PowerPoint XML Validator",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_pptx_py_validation_pptx_pptxschemavalidator_validate_no_duplicate_slide_layouts"
    },
    {
      "label": ".validate_notes_slide_references()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/pptx.py",
      "source_location": "L243",
      "_origin": "ast",
      "community": 129,
      "norm_label": ".validate_notes_slide_references()",
      "community_name": "PowerPoint XML Validator",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_pptx_py_validation_pptx_pptxschemavalidator_validate_notes_slide_references"
    },
    {
      "label": "Validator for PowerPoint presentation XML files against XSD schemas.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/pptx.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 129,
      "norm_label": "validator for powerpoint presentation xml files against xsd schemas.",
      "community_name": "PowerPoint XML Validator",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_pptx_py_validation_pptx_rationale_1"
    },
    {
      "label": "Run all validation checks and return True if all pass.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/pptx.py",
      "source_location": "L29",
      "_origin": "ast",
      "community": 129,
      "norm_label": "run all validation checks and return true if all pass.",
      "community_name": "PowerPoint XML Validator",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_pptx_py_validation_pptx_rationale_29"
    },
    {
      "label": "Validate that ID attributes that look like UUIDs contain only hex values.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/pptx.py",
      "source_location": "L78",
      "_origin": "ast",
      "community": 129,
      "norm_label": "validate that id attributes that look like uuids contain only hex values.",
      "community_name": "PowerPoint XML Validator",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_pptx_py_validation_pptx_rationale_78"
    },
    {
      "label": "Check if a value has the general structure of a UUID.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/pptx.py",
      "source_location": "L122",
      "_origin": "ast",
      "community": 129,
      "norm_label": "check if a value has the general structure of a uuid.",
      "community_name": "PowerPoint XML Validator",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_pptx_py_validation_pptx_rationale_122"
    },
    {
      "label": "Validate that sldLayoutId elements in slide masters reference valid slide layout",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/pptx.py",
      "source_location": "L129",
      "_origin": "ast",
      "community": 129,
      "norm_label": "validate that sldlayoutid elements in slide masters reference valid slide layout",
      "community_name": "PowerPoint XML Validator",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_pptx_py_validation_pptx_rationale_129"
    },
    {
      "label": "Validate that each slide has exactly one slideLayout reference.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/pptx.py",
      "source_location": "L204",
      "_origin": "ast",
      "community": 129,
      "norm_label": "validate that each slide has exactly one slidelayout reference.",
      "community_name": "PowerPoint XML Validator",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_pptx_py_validation_pptx_rationale_204"
    },
    {
      "label": "Validate that each notesSlide file is referenced by only one slide.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/pptx.py",
      "source_location": "L244",
      "_origin": "ast",
      "community": 129,
      "norm_label": "validate that each notesslide file is referenced by only one slide.",
      "community_name": "PowerPoint XML Validator",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_pptx_py_validation_pptx_rationale_244"
    },
    {
      "label": "redlining.py",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/redlining.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 142,
      "norm_label": "redlining.py",
      "community_name": "Word Tracked Changes",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_redlining_py_validation_redlining"
    },
    {
      "label": "RedliningValidator",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/redlining.py",
      "source_location": "L11",
      "_origin": "ast",
      "community": 142,
      "norm_label": "redliningvalidator",
      "community_name": "Word Tracked Changes",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_redlining_py_validation_redlining_redliningvalidator"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/redlining.py",
      "source_location": "L14",
      "_origin": "ast",
      "community": 142,
      "norm_label": ".__init__()",
      "community_name": "Word Tracked Changes",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_redlining_py_validation_redlining_redliningvalidator_init"
    },
    {
      "label": ".validate()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/redlining.py",
      "source_location": "L22",
      "_origin": "ast",
      "community": 142,
      "norm_label": ".validate()",
      "community_name": "Word Tracked Changes",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_redlining_py_validation_redlining_redliningvalidator_validate"
    },
    {
      "label": "._generate_detailed_diff()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/redlining.py",
      "source_location": "L114",
      "_origin": "ast",
      "community": 142,
      "norm_label": "._generate_detailed_diff()",
      "community_name": "Word Tracked Changes",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_redlining_py_validation_redlining_redliningvalidator_generate_detailed_diff"
    },
    {
      "label": "._get_git_word_diff()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/redlining.py",
      "source_location": "L139",
      "_origin": "ast",
      "community": 142,
      "norm_label": "._get_git_word_diff()",
      "community_name": "Word Tracked Changes",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_redlining_py_validation_redlining_redliningvalidator_get_git_word_diff"
    },
    {
      "label": "._remove_claude_tracked_changes()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/redlining.py",
      "source_location": "L217",
      "_origin": "ast",
      "community": 142,
      "norm_label": "._remove_claude_tracked_changes()",
      "community_name": "Word Tracked Changes",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_redlining_py_validation_redlining_redliningvalidator_remove_claude_tracked_changes"
    },
    {
      "label": "._extract_text_content()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/redlining.py",
      "source_location": "L254",
      "_origin": "ast",
      "community": 142,
      "norm_label": "._extract_text_content()",
      "community_name": "Word Tracked Changes",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_redlining_py_validation_redlining_redliningvalidator_extract_text_content"
    },
    {
      "label": "Validator for tracked changes in Word documents.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/redlining.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 142,
      "norm_label": "validator for tracked changes in word documents.",
      "community_name": "Word Tracked Changes",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_redlining_py_validation_redlining_rationale_1"
    },
    {
      "label": "Main validation method that returns True if valid, False otherwise.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/redlining.py",
      "source_location": "L23",
      "_origin": "ast",
      "community": 142,
      "norm_label": "main validation method that returns true if valid, false otherwise.",
      "community_name": "Word Tracked Changes",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_redlining_py_validation_redlining_rationale_23"
    },
    {
      "label": "Generate detailed word-level differences using git word diff.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/redlining.py",
      "source_location": "L115",
      "_origin": "ast",
      "community": 142,
      "norm_label": "generate detailed word-level differences using git word diff.",
      "community_name": "Word Tracked Changes",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_redlining_py_validation_redlining_rationale_115"
    },
    {
      "label": "Generate word diff using git with character-level precision.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/redlining.py",
      "source_location": "L140",
      "_origin": "ast",
      "community": 142,
      "norm_label": "generate word diff using git with character-level precision.",
      "community_name": "Word Tracked Changes",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_redlining_py_validation_redlining_rationale_140"
    },
    {
      "label": "Remove tracked changes authored by Claude from the XML root.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/redlining.py",
      "source_location": "L218",
      "_origin": "ast",
      "community": 142,
      "norm_label": "remove tracked changes authored by claude from the xml root.",
      "community_name": "Word Tracked Changes",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_redlining_py_validation_redlining_rationale_218"
    },
    {
      "label": "Extract text content from Word XML, preserving paragraph structure.          Emp",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/ooxml/scripts/validation/redlining.py",
      "source_location": "L255",
      "_origin": "ast",
      "community": 142,
      "norm_label": "extract text content from word xml, preserving paragraph structure.          emp",
      "community_name": "Word Tracked Changes",
      "id": "example_skills_skills_main_document_skills_pptx_ooxml_scripts_validation_redlining_py_validation_redlining_rationale_255"
    },
    {
      "label": "html2pptx.js",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/html2pptx.js",
      "source_location": "L1",
      "_origin": "ast",
      "community": 176,
      "norm_label": "html2pptx.js",
      "community_name": "HTML to PowerPoint",
      "id": "scripts_html2pptx"
    },
    {
      "label": "{ chromium }",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/html2pptx.js",
      "source_location": "L28",
      "_origin": "ast",
      "community": 176,
      "norm_label": "{ chromium }",
      "community_name": "HTML to PowerPoint",
      "id": "scripts_html2pptx_chromium"
    },
    {
      "label": "path",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/html2pptx.js",
      "source_location": "L29",
      "_origin": "ast",
      "community": 176,
      "norm_label": "path",
      "community_name": "HTML to PowerPoint",
      "id": "scripts_html2pptx_path"
    },
    {
      "label": "sharp",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/html2pptx.js",
      "source_location": "L30",
      "_origin": "ast",
      "community": 176,
      "norm_label": "sharp",
      "community_name": "HTML to PowerPoint",
      "id": "scripts_html2pptx_sharp"
    },
    {
      "label": "getBodyDimensions()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/html2pptx.js",
      "source_location": "L37",
      "_origin": "ast",
      "community": 176,
      "norm_label": "getbodydimensions()",
      "community_name": "HTML to PowerPoint",
      "id": "scripts_html2pptx_getbodydimensions"
    },
    {
      "label": "validateDimensions()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/html2pptx.js",
      "source_location": "L69",
      "_origin": "ast",
      "community": 176,
      "norm_label": "validatedimensions()",
      "community_name": "HTML to PowerPoint",
      "id": "scripts_html2pptx_validatedimensions"
    },
    {
      "label": "validateTextBoxPosition()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/html2pptx.js",
      "source_location": "L88",
      "_origin": "ast",
      "community": 176,
      "norm_label": "validatetextboxposition()",
      "community_name": "HTML to PowerPoint",
      "id": "scripts_html2pptx_validatetextboxposition"
    },
    {
      "label": "addBackground()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/html2pptx.js",
      "source_location": "L121",
      "_origin": "ast",
      "community": 176,
      "norm_label": "addbackground()",
      "community_name": "HTML to PowerPoint",
      "id": "scripts_html2pptx_addbackground"
    },
    {
      "label": "addElements()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/html2pptx.js",
      "source_location": "L133",
      "_origin": "ast",
      "community": 176,
      "norm_label": "addelements()",
      "community_name": "HTML to PowerPoint",
      "id": "scripts_html2pptx_addelements"
    },
    {
      "label": "extractSlideData()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/html2pptx.js",
      "source_location": "L244",
      "_origin": "ast",
      "community": 176,
      "norm_label": "extractslidedata()",
      "community_name": "HTML to PowerPoint",
      "id": "scripts_html2pptx_extractslidedata"
    },
    {
      "label": "html2pptx()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/html2pptx.js",
      "source_location": "L896",
      "_origin": "ast",
      "community": 176,
      "norm_label": "html2pptx()",
      "community_name": "HTML to PowerPoint",
      "id": "scripts_html2pptx_html2pptx"
    },
    {
      "label": "inventory.py",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 161,
      "norm_label": "inventory.py",
      "community_name": "PowerPoint Shape Inventory",
      "id": "scripts_inventory"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L50",
      "_origin": "ast",
      "community": 109,
      "norm_label": "main()",
      "community_name": "PowerPoint Text Inventory",
      "id": "scripts_inventory_main"
    },
    {
      "label": "ShapeWithPosition",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L129",
      "_origin": "ast",
      "community": 161,
      "norm_label": "shapewithposition",
      "community_name": "PowerPoint Shape Inventory",
      "id": "scripts_inventory_shapewithposition"
    },
    {
      "label": "ParagraphData",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L137",
      "_origin": "ast",
      "community": 156,
      "norm_label": "paragraphdata",
      "community_name": "PowerPoint Paragraph Data",
      "id": "scripts_inventory_paragraphdata"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L140",
      "_origin": "ast",
      "community": 156,
      "norm_label": ".__init__()",
      "community_name": "PowerPoint Paragraph Data",
      "id": "scripts_inventory_paragraphdata_init"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L140",
      "_origin": "ast",
      "community": 156,
      "norm_label": "any",
      "community_name": "PowerPoint Paragraph Data",
      "id": "example_skills_skills_main_document_skills_pptx_scripts_inventory_py_any"
    },
    {
      "label": ".to_dict()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L231",
      "_origin": "ast",
      "community": 156,
      "norm_label": ".to_dict()",
      "community_name": "PowerPoint Paragraph Data",
      "id": "scripts_inventory_paragraphdata_to_dict"
    },
    {
      "label": "ParagraphDict",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L231",
      "_origin": "ast",
      "community": 156,
      "norm_label": "paragraphdict",
      "community_name": "PowerPoint Paragraph Data",
      "id": "paragraphdict"
    },
    {
      "label": "ShapeData",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L266",
      "_origin": "ast",
      "community": 92,
      "norm_label": "shapedata",
      "community_name": "PowerPoint Shape Analyzer",
      "id": "scripts_inventory_shapedata"
    },
    {
      "label": ".emu_to_inches()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L270",
      "_origin": "ast",
      "community": 92,
      "norm_label": ".emu_to_inches()",
      "community_name": "PowerPoint Shape Analyzer",
      "id": "scripts_inventory_shapedata_emu_to_inches"
    },
    {
      "label": ".inches_to_pixels()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L275",
      "_origin": "ast",
      "community": 92,
      "norm_label": ".inches_to_pixels()",
      "community_name": "PowerPoint Shape Analyzer",
      "id": "scripts_inventory_shapedata_inches_to_pixels"
    },
    {
      "label": ".get_font_path()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L280",
      "_origin": "ast",
      "community": 109,
      "norm_label": ".get_font_path()",
      "community_name": "PowerPoint Text Inventory",
      "id": "scripts_inventory_shapedata_get_font_path"
    },
    {
      "label": ".get_slide_dimensions()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L346",
      "_origin": "ast",
      "community": 92,
      "norm_label": ".get_slide_dimensions()",
      "community_name": "PowerPoint Shape Analyzer",
      "id": "scripts_inventory_shapedata_get_slide_dimensions"
    },
    {
      "label": ".get_default_font_size()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L362",
      "_origin": "ast",
      "community": 156,
      "norm_label": ".get_default_font_size()",
      "community_name": "PowerPoint Paragraph Data",
      "id": "scripts_inventory_shapedata_get_default_font_size"
    },
    {
      "label": "BaseShape",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L362",
      "_origin": "ast",
      "community": 161,
      "norm_label": "baseshape",
      "community_name": "PowerPoint Shape Inventory",
      "id": "baseshape"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L388",
      "_origin": "ast",
      "community": 92,
      "norm_label": ".__init__()",
      "community_name": "PowerPoint Shape Analyzer",
      "id": "scripts_inventory_shapedata_init"
    },
    {
      "label": ".paragraphs()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L469",
      "_origin": "ast",
      "community": 156,
      "norm_label": ".paragraphs()",
      "community_name": "PowerPoint Paragraph Data",
      "id": "scripts_inventory_shapedata_paragraphs"
    },
    {
      "label": "._get_usable_dimensions()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L509",
      "_origin": "ast",
      "community": 92,
      "norm_label": "._get_usable_dimensions()",
      "community_name": "PowerPoint Shape Analyzer",
      "id": "scripts_inventory_shapedata_get_usable_dimensions"
    },
    {
      "label": "._wrap_text_line()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L534",
      "_origin": "ast",
      "community": 92,
      "norm_label": "._wrap_text_line()",
      "community_name": "PowerPoint Shape Analyzer",
      "id": "scripts_inventory_shapedata_wrap_text_line"
    },
    {
      "label": "._estimate_frame_overflow()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L562",
      "_origin": "ast",
      "community": 92,
      "norm_label": "._estimate_frame_overflow()",
      "community_name": "PowerPoint Shape Analyzer",
      "id": "scripts_inventory_shapedata_estimate_frame_overflow"
    },
    {
      "label": "._calculate_slide_overflow()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L639",
      "_origin": "ast",
      "community": 92,
      "norm_label": "._calculate_slide_overflow()",
      "community_name": "PowerPoint Shape Analyzer",
      "id": "scripts_inventory_shapedata_calculate_slide_overflow"
    },
    {
      "label": "._detect_bullet_issues()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L660",
      "_origin": "ast",
      "community": 92,
      "norm_label": "._detect_bullet_issues()",
      "community_name": "PowerPoint Shape Analyzer",
      "id": "scripts_inventory_shapedata_detect_bullet_issues"
    },
    {
      "label": ".has_any_issues()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L682",
      "_origin": "ast",
      "community": 92,
      "norm_label": ".has_any_issues()",
      "community_name": "PowerPoint Shape Analyzer",
      "id": "scripts_inventory_shapedata_has_any_issues"
    },
    {
      "label": ".to_dict()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L692",
      "_origin": "ast",
      "community": 109,
      "norm_label": ".to_dict()",
      "community_name": "PowerPoint Text Inventory",
      "id": "scripts_inventory_shapedata_to_dict"
    },
    {
      "label": "ShapeDict",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L692",
      "_origin": "ast",
      "community": 109,
      "norm_label": "shapedict",
      "community_name": "PowerPoint Text Inventory",
      "id": "shapedict"
    },
    {
      "label": "is_valid_shape()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L742",
      "_origin": "ast",
      "community": 161,
      "norm_label": "is_valid_shape()",
      "community_name": "PowerPoint Shape Inventory",
      "id": "scripts_inventory_is_valid_shape"
    },
    {
      "label": "collect_shapes_with_absolute_positions()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L766",
      "_origin": "ast",
      "community": 161,
      "norm_label": "collect_shapes_with_absolute_positions()",
      "community_name": "PowerPoint Shape Inventory",
      "id": "scripts_inventory_collect_shapes_with_absolute_positions"
    },
    {
      "label": "sort_shapes_by_position()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L819",
      "_origin": "ast",
      "community": 109,
      "norm_label": "sort_shapes_by_position()",
      "community_name": "PowerPoint Text Inventory",
      "id": "scripts_inventory_sort_shapes_by_position"
    },
    {
      "label": "calculate_overlap()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L849",
      "_origin": "ast",
      "community": 161,
      "norm_label": "calculate_overlap()",
      "community_name": "PowerPoint Shape Inventory",
      "id": "scripts_inventory_calculate_overlap"
    },
    {
      "label": "detect_overlaps()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L882",
      "_origin": "ast",
      "community": 161,
      "norm_label": "detect_overlaps()",
      "community_name": "PowerPoint Shape Inventory",
      "id": "scripts_inventory_detect_overlaps"
    },
    {
      "label": "extract_text_inventory()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L914",
      "_origin": "ast",
      "community": 109,
      "norm_label": "extract_text_inventory()",
      "community_name": "PowerPoint Text Inventory",
      "id": "scripts_inventory_extract_text_inventory"
    },
    {
      "label": "Path",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L914",
      "_origin": "ast",
      "community": 109,
      "norm_label": "path",
      "community_name": "PowerPoint Text Inventory",
      "id": "example_skills_skills_main_document_skills_pptx_scripts_inventory_py_path"
    },
    {
      "label": "InventoryData",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L914",
      "_origin": "ast",
      "community": 109,
      "norm_label": "inventorydata",
      "community_name": "PowerPoint Text Inventory",
      "id": "example_skills_skills_main_document_skills_pptx_scripts_inventory_py_inventorydata"
    },
    {
      "label": "get_inventory_as_dict()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L977",
      "_origin": "ast",
      "community": 109,
      "norm_label": "get_inventory_as_dict()",
      "community_name": "PowerPoint Text Inventory",
      "id": "scripts_inventory_get_inventory_as_dict"
    },
    {
      "label": "InventoryDict",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L977",
      "_origin": "ast",
      "community": 109,
      "norm_label": "inventorydict",
      "community_name": "PowerPoint Text Inventory",
      "id": "inventorydict"
    },
    {
      "label": "save_inventory()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L1003",
      "_origin": "ast",
      "community": 109,
      "norm_label": "save_inventory()",
      "community_name": "PowerPoint Text Inventory",
      "id": "scripts_inventory_save_inventory"
    },
    {
      "label": "Main entry point for command-line usage.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L51",
      "_origin": "ast",
      "community": 109,
      "norm_label": "main entry point for command-line usage.",
      "community_name": "PowerPoint Text Inventory",
      "id": "scripts_inventory_rationale_51"
    },
    {
      "label": "A shape with its absolute position on the slide.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L130",
      "_origin": "ast",
      "community": 161,
      "norm_label": "a shape with its absolute position on the slide.",
      "community_name": "PowerPoint Shape Inventory",
      "id": "scripts_inventory_rationale_130"
    },
    {
      "label": "Data structure for paragraph properties extracted from a PowerPoint paragraph.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L138",
      "_origin": "ast",
      "community": 156,
      "norm_label": "data structure for paragraph properties extracted from a powerpoint paragraph.",
      "community_name": "PowerPoint Paragraph Data",
      "id": "scripts_inventory_rationale_138"
    },
    {
      "label": "Initialize from a PowerPoint paragraph object.          Args:             paragr",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L141",
      "_origin": "ast",
      "community": 156,
      "norm_label": "initialize from a powerpoint paragraph object.          args:             paragr",
      "community_name": "PowerPoint Paragraph Data",
      "id": "scripts_inventory_rationale_141"
    },
    {
      "label": "Convert to dictionary for JSON serialization, excluding None values.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L232",
      "_origin": "ast",
      "community": 156,
      "norm_label": "convert to dictionary for json serialization, excluding none values.",
      "community_name": "PowerPoint Paragraph Data",
      "id": "scripts_inventory_rationale_232"
    },
    {
      "label": "Data structure for shape properties extracted from a PowerPoint shape.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L267",
      "_origin": "ast",
      "community": 92,
      "norm_label": "data structure for shape properties extracted from a powerpoint shape.",
      "community_name": "PowerPoint Shape Analyzer",
      "id": "scripts_inventory_rationale_267"
    },
    {
      "label": "Convert EMUs (English Metric Units) to inches.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L271",
      "_origin": "ast",
      "community": 92,
      "norm_label": "convert emus (english metric units) to inches.",
      "community_name": "PowerPoint Shape Analyzer",
      "id": "scripts_inventory_rationale_271"
    },
    {
      "label": "Convert inches to pixels at given DPI.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L276",
      "_origin": "ast",
      "community": 92,
      "norm_label": "convert inches to pixels at given dpi.",
      "community_name": "PowerPoint Shape Analyzer",
      "id": "scripts_inventory_rationale_276"
    },
    {
      "label": "Get the font file path for a given font name.          Args:             font_na",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L281",
      "_origin": "ast",
      "community": 109,
      "norm_label": "get the font file path for a given font name.          args:             font_na",
      "community_name": "PowerPoint Text Inventory",
      "id": "scripts_inventory_rationale_281"
    },
    {
      "label": "Get slide dimensions from slide object.          Args:             slide: Slide",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L347",
      "_origin": "ast",
      "community": 92,
      "norm_label": "get slide dimensions from slide object.          args:             slide: slide",
      "community_name": "PowerPoint Shape Analyzer",
      "id": "scripts_inventory_rationale_347"
    },
    {
      "label": "Extract default font size from slide layout for a placeholder shape.          Ar",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L363",
      "_origin": "ast",
      "community": 156,
      "norm_label": "extract default font size from slide layout for a placeholder shape.          ar",
      "community_name": "PowerPoint Paragraph Data",
      "id": "scripts_inventory_rationale_363"
    },
    {
      "label": "Initialize from a PowerPoint shape object.          Args:             shape: The",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L395",
      "_origin": "ast",
      "community": 92,
      "norm_label": "initialize from a powerpoint shape object.          args:             shape: the",
      "community_name": "PowerPoint Shape Analyzer",
      "id": "scripts_inventory_rationale_395"
    },
    {
      "label": "Calculate paragraphs from the shape's text frame.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L470",
      "_origin": "ast",
      "community": 156,
      "norm_label": "calculate paragraphs from the shape's text frame.",
      "community_name": "PowerPoint Paragraph Data",
      "id": "scripts_inventory_rationale_470"
    },
    {
      "label": "Get default font size from theme text styles or use conservative default.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L481",
      "_origin": "ast",
      "community": 156,
      "norm_label": "get default font size from theme text styles or use conservative default.",
      "community_name": "PowerPoint Paragraph Data",
      "id": "scripts_inventory_rationale_481"
    },
    {
      "label": "Get usable width and height in pixels after accounting for margins.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L510",
      "_origin": "ast",
      "community": 92,
      "norm_label": "get usable width and height in pixels after accounting for margins.",
      "community_name": "PowerPoint Shape Analyzer",
      "id": "scripts_inventory_rationale_510"
    },
    {
      "label": "Wrap a single line of text to fit within max_width_px.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L535",
      "_origin": "ast",
      "community": 92,
      "norm_label": "wrap a single line of text to fit within max_width_px.",
      "community_name": "PowerPoint Shape Analyzer",
      "id": "scripts_inventory_rationale_535"
    },
    {
      "label": "Estimate if text overflows the shape bounds using PIL text measurement.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L563",
      "_origin": "ast",
      "community": 92,
      "norm_label": "estimate if text overflows the shape bounds using pil text measurement.",
      "community_name": "PowerPoint Shape Analyzer",
      "id": "scripts_inventory_rationale_563"
    },
    {
      "label": "Calculate if shape overflows the slide boundaries.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L640",
      "_origin": "ast",
      "community": 92,
      "norm_label": "calculate if shape overflows the slide boundaries.",
      "community_name": "PowerPoint Shape Analyzer",
      "id": "scripts_inventory_rationale_640"
    },
    {
      "label": "Detect bullet point formatting issues in paragraphs.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L661",
      "_origin": "ast",
      "community": 92,
      "norm_label": "detect bullet point formatting issues in paragraphs.",
      "community_name": "PowerPoint Shape Analyzer",
      "id": "scripts_inventory_rationale_661"
    },
    {
      "label": "Check if shape has any issues (overflow, overlap, or warnings).",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L683",
      "_origin": "ast",
      "community": 92,
      "norm_label": "check if shape has any issues (overflow, overlap, or warnings).",
      "community_name": "PowerPoint Shape Analyzer",
      "id": "scripts_inventory_rationale_683"
    },
    {
      "label": "Convert to dictionary for JSON serialization.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L693",
      "_origin": "ast",
      "community": 109,
      "norm_label": "convert to dictionary for json serialization.",
      "community_name": "PowerPoint Text Inventory",
      "id": "scripts_inventory_rationale_693"
    },
    {
      "label": "Check if a shape contains meaningful text content.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L743",
      "_origin": "ast",
      "community": 161,
      "norm_label": "check if a shape contains meaningful text content.",
      "community_name": "PowerPoint Shape Inventory",
      "id": "scripts_inventory_rationale_743"
    },
    {
      "label": "Recursively collect all shapes with valid text, calculating absolute positions.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L769",
      "_origin": "ast",
      "community": 161,
      "norm_label": "recursively collect all shapes with valid text, calculating absolute positions.",
      "community_name": "PowerPoint Shape Inventory",
      "id": "scripts_inventory_rationale_769"
    },
    {
      "label": "Sort shapes by visual position (top-to-bottom, left-to-right).      Shapes withi",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L820",
      "_origin": "ast",
      "community": 109,
      "norm_label": "sort shapes by visual position (top-to-bottom, left-to-right).      shapes withi",
      "community_name": "PowerPoint Text Inventory",
      "id": "scripts_inventory_rationale_820"
    },
    {
      "label": "Calculate if and how much two rectangles overlap.      Args:         rect1: (lef",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L854",
      "_origin": "ast",
      "community": 161,
      "norm_label": "calculate if and how much two rectangles overlap.      args:         rect1: (lef",
      "community_name": "PowerPoint Shape Inventory",
      "id": "scripts_inventory_rationale_854"
    },
    {
      "label": "Detect overlapping shapes and update their overlapping_shapes dictionaries.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L883",
      "_origin": "ast",
      "community": 161,
      "norm_label": "detect overlapping shapes and update their overlapping_shapes dictionaries.",
      "community_name": "PowerPoint Shape Inventory",
      "id": "scripts_inventory_rationale_883"
    },
    {
      "label": "Extract text content from all slides in a PowerPoint presentation.      Args:",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L917",
      "_origin": "ast",
      "community": 109,
      "norm_label": "extract text content from all slides in a powerpoint presentation.      args:",
      "community_name": "PowerPoint Text Inventory",
      "id": "scripts_inventory_rationale_917"
    },
    {
      "label": "Extract text inventory and return as JSON-serializable dictionaries.      This i",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L978",
      "_origin": "ast",
      "community": 109,
      "norm_label": "extract text inventory and return as json-serializable dictionaries.      this i",
      "community_name": "PowerPoint Text Inventory",
      "id": "scripts_inventory_rationale_978"
    },
    {
      "label": "Save inventory to JSON file with proper formatting.      Converts ShapeData obje",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/inventory.py",
      "source_location": "L1004",
      "_origin": "ast",
      "community": 109,
      "norm_label": "save inventory to json file with proper formatting.      converts shapedata obje",
      "community_name": "PowerPoint Text Inventory",
      "id": "scripts_inventory_rationale_1004"
    },
    {
      "label": "rearrange.py",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/rearrange.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 189,
      "norm_label": "rearrange.py",
      "community_name": "PowerPoint Slide Rearranger",
      "id": "scripts_rearrange"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/rearrange.py",
      "source_location": "L22",
      "_origin": "ast",
      "community": 189,
      "norm_label": "main()",
      "community_name": "PowerPoint Slide Rearranger",
      "id": "scripts_rearrange_main"
    },
    {
      "label": "duplicate_slide()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/rearrange.py",
      "source_location": "L75",
      "_origin": "ast",
      "community": 189,
      "norm_label": "duplicate_slide()",
      "community_name": "PowerPoint Slide Rearranger",
      "id": "scripts_rearrange_duplicate_slide"
    },
    {
      "label": "delete_slide()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/rearrange.py",
      "source_location": "L130",
      "_origin": "ast",
      "community": 189,
      "norm_label": "delete_slide()",
      "community_name": "PowerPoint Slide Rearranger",
      "id": "scripts_rearrange_delete_slide"
    },
    {
      "label": "reorder_slides()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/rearrange.py",
      "source_location": "L137",
      "_origin": "ast",
      "community": 189,
      "norm_label": "reorder_slides()",
      "community_name": "PowerPoint Slide Rearranger",
      "id": "scripts_rearrange_reorder_slides"
    },
    {
      "label": "rearrange_presentation()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/rearrange.py",
      "source_location": "L149",
      "_origin": "ast",
      "community": 189,
      "norm_label": "rearrange_presentation()",
      "community_name": "PowerPoint Slide Rearranger",
      "id": "scripts_rearrange_rearrange_presentation"
    },
    {
      "label": "Duplicate a slide in the presentation.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/rearrange.py",
      "source_location": "L76",
      "_origin": "ast",
      "community": 189,
      "norm_label": "duplicate a slide in the presentation.",
      "community_name": "PowerPoint Slide Rearranger",
      "id": "scripts_rearrange_rationale_76"
    },
    {
      "label": "Delete a slide from the presentation.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/rearrange.py",
      "source_location": "L131",
      "_origin": "ast",
      "community": 189,
      "norm_label": "delete a slide from the presentation.",
      "community_name": "PowerPoint Slide Rearranger",
      "id": "scripts_rearrange_rationale_131"
    },
    {
      "label": "Move a slide from one position to another.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/rearrange.py",
      "source_location": "L138",
      "_origin": "ast",
      "community": 189,
      "norm_label": "move a slide from one position to another.",
      "community_name": "PowerPoint Slide Rearranger",
      "id": "scripts_rearrange_rationale_138"
    },
    {
      "label": "Create a new presentation with slides from template in specified order.      Arg",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/rearrange.py",
      "source_location": "L150",
      "_origin": "ast",
      "community": 189,
      "norm_label": "create a new presentation with slides from template in specified order.      arg",
      "community_name": "PowerPoint Slide Rearranger",
      "id": "scripts_rearrange_rationale_150"
    },
    {
      "label": "replace.py",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/replace.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 104,
      "norm_label": "replace.py",
      "community_name": "PowerPoint Text Formatting",
      "id": "scripts_replace"
    },
    {
      "label": "clear_paragraph_bullets()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/replace.py",
      "source_location": "L26",
      "_origin": "ast",
      "community": 104,
      "norm_label": "clear_paragraph_bullets()",
      "community_name": "PowerPoint Text Formatting",
      "id": "scripts_replace_clear_paragraph_bullets"
    },
    {
      "label": "apply_paragraph_properties()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/replace.py",
      "source_location": "L43",
      "_origin": "ast",
      "community": 104,
      "norm_label": "apply_paragraph_properties()",
      "community_name": "PowerPoint Text Formatting",
      "id": "scripts_replace_apply_paragraph_properties"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/replace.py",
      "source_location": "L43",
      "_origin": "ast",
      "community": 104,
      "norm_label": "any",
      "community_name": "PowerPoint Text Formatting",
      "id": "example_skills_skills_main_document_skills_pptx_scripts_replace_py_any"
    },
    {
      "label": "apply_font_properties()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/replace.py",
      "source_location": "L113",
      "_origin": "ast",
      "community": 104,
      "norm_label": "apply_font_properties()",
      "community_name": "PowerPoint Text Formatting",
      "id": "scripts_replace_apply_font_properties"
    },
    {
      "label": "detect_frame_overflow()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/replace.py",
      "source_location": "L143",
      "_origin": "ast",
      "community": 104,
      "norm_label": "detect_frame_overflow()",
      "community_name": "PowerPoint Text Formatting",
      "id": "scripts_replace_detect_frame_overflow"
    },
    {
      "label": "InventoryData",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/replace.py",
      "source_location": "L143",
      "_origin": "ast",
      "community": 104,
      "norm_label": "inventorydata",
      "community_name": "PowerPoint Text Formatting",
      "id": "example_skills_skills_main_document_skills_pptx_scripts_replace_py_inventorydata"
    },
    {
      "label": "validate_replacements()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/replace.py",
      "source_location": "L162",
      "_origin": "ast",
      "community": 104,
      "norm_label": "validate_replacements()",
      "community_name": "PowerPoint Text Formatting",
      "id": "scripts_replace_validate_replacements"
    },
    {
      "label": "check_duplicate_keys()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/replace.py",
      "source_location": "L204",
      "_origin": "ast",
      "community": 104,
      "norm_label": "check_duplicate_keys()",
      "community_name": "PowerPoint Text Formatting",
      "id": "scripts_replace_check_duplicate_keys"
    },
    {
      "label": "apply_replacements()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/replace.py",
      "source_location": "L214",
      "_origin": "ast",
      "community": 104,
      "norm_label": "apply_replacements()",
      "community_name": "PowerPoint Text Formatting",
      "id": "scripts_replace_apply_replacements"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/replace.py",
      "source_location": "L356",
      "_origin": "ast",
      "community": 104,
      "norm_label": "main()",
      "community_name": "PowerPoint Text Formatting",
      "id": "scripts_replace_main"
    },
    {
      "label": "Clear bullet formatting from a paragraph.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/replace.py",
      "source_location": "L27",
      "_origin": "ast",
      "community": 104,
      "norm_label": "clear bullet formatting from a paragraph.",
      "community_name": "PowerPoint Text Formatting",
      "id": "scripts_replace_rationale_27"
    },
    {
      "label": "Apply formatting properties to a paragraph.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/replace.py",
      "source_location": "L44",
      "_origin": "ast",
      "community": 104,
      "norm_label": "apply formatting properties to a paragraph.",
      "community_name": "PowerPoint Text Formatting",
      "id": "scripts_replace_rationale_44"
    },
    {
      "label": "Apply font properties to a text run.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/replace.py",
      "source_location": "L114",
      "_origin": "ast",
      "community": 104,
      "norm_label": "apply font properties to a text run.",
      "community_name": "PowerPoint Text Formatting",
      "id": "scripts_replace_rationale_114"
    },
    {
      "label": "Detect text overflow in shapes (text exceeding shape bounds).      Returns dict",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/replace.py",
      "source_location": "L144",
      "_origin": "ast",
      "community": 104,
      "norm_label": "detect text overflow in shapes (text exceeding shape bounds).      returns dict",
      "community_name": "PowerPoint Text Formatting",
      "id": "scripts_replace_rationale_144"
    },
    {
      "label": "Validate that all shapes in replacements exist in inventory.      Returns list o",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/replace.py",
      "source_location": "L163",
      "_origin": "ast",
      "community": 104,
      "norm_label": "validate that all shapes in replacements exist in inventory.      returns list o",
      "community_name": "PowerPoint Text Formatting",
      "id": "scripts_replace_rationale_163"
    },
    {
      "label": "Check for duplicate keys when loading JSON.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/replace.py",
      "source_location": "L205",
      "_origin": "ast",
      "community": 104,
      "norm_label": "check for duplicate keys when loading json.",
      "community_name": "PowerPoint Text Formatting",
      "id": "scripts_replace_rationale_205"
    },
    {
      "label": "Apply text replacements from JSON to PowerPoint presentation.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/replace.py",
      "source_location": "L215",
      "_origin": "ast",
      "community": 104,
      "norm_label": "apply text replacements from json to powerpoint presentation.",
      "community_name": "PowerPoint Text Formatting",
      "id": "scripts_replace_rationale_215"
    },
    {
      "label": "Main entry point for command-line usage.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/replace.py",
      "source_location": "L357",
      "_origin": "ast",
      "community": 104,
      "norm_label": "main entry point for command-line usage.",
      "community_name": "PowerPoint Text Formatting",
      "id": "scripts_replace_rationale_357"
    },
    {
      "label": "thumbnail.py",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/thumbnail.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 167,
      "norm_label": "thumbnail.py",
      "community_name": "PowerPoint Thumbnail Generator",
      "id": "scripts_thumbnail"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/thumbnail.py",
      "source_location": "L67",
      "_origin": "ast",
      "community": 167,
      "norm_label": "main()",
      "community_name": "PowerPoint Thumbnail Generator",
      "id": "scripts_thumbnail_main"
    },
    {
      "label": "create_hidden_slide_placeholder()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/thumbnail.py",
      "source_location": "L149",
      "_origin": "ast",
      "community": 167,
      "norm_label": "create_hidden_slide_placeholder()",
      "community_name": "PowerPoint Thumbnail Generator",
      "id": "scripts_thumbnail_create_hidden_slide_placeholder"
    },
    {
      "label": "get_placeholder_regions()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/thumbnail.py",
      "source_location": "L159",
      "_origin": "ast",
      "community": 167,
      "norm_label": "get_placeholder_regions()",
      "community_name": "PowerPoint Thumbnail Generator",
      "id": "scripts_thumbnail_get_placeholder_regions"
    },
    {
      "label": "convert_to_images()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/thumbnail.py",
      "source_location": "L197",
      "_origin": "ast",
      "community": 167,
      "norm_label": "convert_to_images()",
      "community_name": "PowerPoint Thumbnail Generator",
      "id": "scripts_thumbnail_convert_to_images"
    },
    {
      "label": "create_grids()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/thumbnail.py",
      "source_location": "L274",
      "_origin": "ast",
      "community": 167,
      "norm_label": "create_grids()",
      "community_name": "PowerPoint Thumbnail Generator",
      "id": "scripts_thumbnail_create_grids"
    },
    {
      "label": "create_grid()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/thumbnail.py",
      "source_location": "L321",
      "_origin": "ast",
      "community": 167,
      "norm_label": "create_grid()",
      "community_name": "PowerPoint Thumbnail Generator",
      "id": "scripts_thumbnail_create_grid"
    },
    {
      "label": "Create placeholder image for hidden slides.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/thumbnail.py",
      "source_location": "L150",
      "_origin": "ast",
      "community": 167,
      "norm_label": "create placeholder image for hidden slides.",
      "community_name": "PowerPoint Thumbnail Generator",
      "id": "scripts_thumbnail_rationale_150"
    },
    {
      "label": "Extract ALL text regions from the presentation.      Returns a tuple of (placeho",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/document-skills/pptx/scripts/thumbnail.py",
      "source_location": "L160",
      "_origin": "ast",
      "community": 167,
      "norm_label": "extract all text regions from the presentation.      returns a tuple of (placeho",
      "community_name": "PowerPoint Thumbnail Generator",
      "id": "scripts_thumbnail_rationale_160"
    },
    {
      "label": "Convert PowerPoint to images via PDF, handling hidden slides.",
      "file_type": "rationale",
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    },
    {
      "label": "Parse header strings in format 'Key: Value' into a dictionary.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/mcp-builder/scripts/evaluation.py",
      "source_location": "L276",
      "_origin": "ast",
      "community": 7,
      "norm_label": "parse header strings in format 'key: value' into a dictionary.",
      "community_name": "MCP Connection Handler",
      "id": "scripts_evaluation_rationale_276"
    },
    {
      "label": "Parse environment variable strings in format 'KEY=VALUE' into a dictionary.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/mcp-builder/scripts/evaluation.py",
      "source_location": "L291",
      "_origin": "ast",
      "community": 7,
      "norm_label": "parse environment variable strings in format 'key=value' into a dictionary.",
      "community_name": "MCP Connection Handler",
      "id": "scripts_evaluation_rationale_291"
    },
    {
      "label": "init_skill.py",
      "file_type": "code",
      "source_file": "example-skills/skills-main/skill-creator/scripts/init_skill.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 210,
      "norm_label": "init_skill.py",
      "community_name": "Skill Initialization Script",
      "id": "example_skills_skills_main_skill_creator_scripts_init_skill_py_scripts_init_skill"
    },
    {
      "label": "title_case_skill_name()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/skill-creator/scripts/init_skill.py",
      "source_location": "L189",
      "_origin": "ast",
      "community": 210,
      "norm_label": "title_case_skill_name()",
      "community_name": "Skill Initialization Script",
      "id": "scripts_init_skill_title_case_skill_name"
    },
    {
      "label": "init_skill()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/skill-creator/scripts/init_skill.py",
      "source_location": "L194",
      "_origin": "ast",
      "community": 210,
      "norm_label": "init_skill()",
      "community_name": "Skill Initialization Script",
      "id": "scripts_init_skill_init_skill"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/skill-creator/scripts/init_skill.py",
      "source_location": "L273",
      "_origin": "ast",
      "community": 210,
      "norm_label": "main()",
      "community_name": "Skill Initialization Script",
      "id": "example_skills_skills_main_skill_creator_scripts_init_skill_py_scripts_init_skill_main"
    },
    {
      "label": "Convert hyphenated skill name to Title Case for display.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/skill-creator/scripts/init_skill.py",
      "source_location": "L190",
      "_origin": "ast",
      "community": 210,
      "norm_label": "convert hyphenated skill name to title case for display.",
      "community_name": "Skill Initialization Script",
      "id": "scripts_init_skill_rationale_190"
    },
    {
      "label": "Initialize a new skill directory with template SKILL.md.      Args:         skil",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/skill-creator/scripts/init_skill.py",
      "source_location": "L195",
      "_origin": "ast",
      "community": 210,
      "norm_label": "initialize a new skill directory with template skill.md.      args:         skil",
      "community_name": "Skill Initialization Script",
      "id": "scripts_init_skill_rationale_195"
    },
    {
      "label": "# TODO: Add actual script logic here",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/skill-creator/scripts/init_skill.py",
      "source_location": "L119",
      "_origin": "ast",
      "community": 210,
      "norm_label": "# todo: add actual script logic here",
      "community_name": "Skill Initialization Script",
      "id": "scripts_init_skill_rationale_119"
    },
    {
      "label": "package_skill.py",
      "file_type": "code",
      "source_file": "example-skills/skills-main/skill-creator/scripts/package_skill.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 214,
      "norm_label": "package_skill.py",
      "community_name": "Skill Packaging and Validation",
      "id": "scripts_package_skill"
    },
    {
      "label": "package_skill()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/skill-creator/scripts/package_skill.py",
      "source_location": "L19",
      "_origin": "ast",
      "community": 214,
      "norm_label": "package_skill()",
      "community_name": "Skill Packaging and Validation",
      "id": "scripts_package_skill_package_skill"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/skill-creator/scripts/package_skill.py",
      "source_location": "L85",
      "_origin": "ast",
      "community": 214,
      "norm_label": "main()",
      "community_name": "Skill Packaging and Validation",
      "id": "scripts_package_skill_main"
    },
    {
      "label": "Package a skill folder into a zip file.      Args:         skill_path: Path to t",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/skill-creator/scripts/package_skill.py",
      "source_location": "L20",
      "_origin": "ast",
      "community": 214,
      "norm_label": "package a skill folder into a zip file.      args:         skill_path: path to t",
      "community_name": "Skill Packaging and Validation",
      "id": "scripts_package_skill_rationale_20"
    },
    {
      "label": "quick_validate.py",
      "file_type": "code",
      "source_file": "example-skills/skills-main/skill-creator/scripts/quick_validate.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 214,
      "norm_label": "quick_validate.py",
      "community_name": "Skill Packaging and Validation",
      "id": "scripts_quick_validate"
    },
    {
      "label": "validate_skill()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/skill-creator/scripts/quick_validate.py",
      "source_location": "L11",
      "_origin": "ast",
      "community": 214,
      "norm_label": "validate_skill()",
      "community_name": "Skill Packaging and Validation",
      "id": "scripts_quick_validate_validate_skill"
    },
    {
      "label": "Basic validation of a skill",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/skill-creator/scripts/quick_validate.py",
      "source_location": "L12",
      "_origin": "ast",
      "community": 214,
      "norm_label": "basic validation of a skill",
      "community_name": "Skill Packaging and Validation",
      "id": "scripts_quick_validate_rationale_12"
    },
    {
      "label": "color_palettes.py",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/color_palettes.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 66,
      "norm_label": "color_palettes.py",
      "community_name": "Color Palette Utilities",
      "id": "core_color_palettes"
    },
    {
      "label": "get_palette()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/color_palettes.py",
      "source_location": "L108",
      "_origin": "ast",
      "community": 66,
      "norm_label": "get_palette()",
      "community_name": "Color Palette Utilities",
      "id": "core_color_palettes_get_palette"
    },
    {
      "label": "get_text_color_for_background()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/color_palettes.py",
      "source_location": "L121",
      "_origin": "ast",
      "community": 66,
      "norm_label": "get_text_color_for_background()",
      "community_name": "Color Palette Utilities",
      "id": "core_color_palettes_get_text_color_for_background"
    },
    {
      "label": "get_complementary_color()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/color_palettes.py",
      "source_location": "L141",
      "_origin": "ast",
      "community": 66,
      "norm_label": "get_complementary_color()",
      "community_name": "Color Palette Utilities",
      "id": "core_color_palettes_get_complementary_color"
    },
    {
      "label": "lighten_color()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/color_palettes.py",
      "source_location": "L163",
      "_origin": "ast",
      "community": 66,
      "norm_label": "lighten_color()",
      "community_name": "Color Palette Utilities",
      "id": "core_color_palettes_lighten_color"
    },
    {
      "label": "darken_color()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/color_palettes.py",
      "source_location": "L181",
      "_origin": "ast",
      "community": 66,
      "norm_label": "darken_color()",
      "community_name": "Color Palette Utilities",
      "id": "core_color_palettes_darken_color"
    },
    {
      "label": "blend_colors()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/color_palettes.py",
      "source_location": "L199",
      "_origin": "ast",
      "community": 66,
      "norm_label": "blend_colors()",
      "community_name": "Color Palette Utilities",
      "id": "core_color_palettes_blend_colors"
    },
    {
      "label": "create_gradient_colors()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/color_palettes.py",
      "source_location": "L222",
      "_origin": "ast",
      "community": 66,
      "norm_label": "create_gradient_colors()",
      "community_name": "Color Palette Utilities",
      "id": "core_color_palettes_create_gradient_colors"
    },
    {
      "label": "get_impact_color()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/color_palettes.py",
      "source_location": "L256",
      "_origin": "ast",
      "community": 66,
      "norm_label": "get_impact_color()",
      "community_name": "Color Palette Utilities",
      "id": "core_color_palettes_get_impact_color"
    },
    {
      "label": "get_emoji_palette()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/color_palettes.py",
      "source_location": "L292",
      "_origin": "ast",
      "community": 66,
      "norm_label": "get_emoji_palette()",
      "community_name": "Color Palette Utilities",
      "id": "core_color_palettes_get_emoji_palette"
    },
    {
      "label": "Get a color palette by name.      Args:         name: Palette name (vibrant, pas",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/color_palettes.py",
      "source_location": "L109",
      "_origin": "ast",
      "community": 66,
      "norm_label": "get a color palette by name.      args:         name: palette name (vibrant, pas",
      "community_name": "Color Palette Utilities",
      "id": "core_color_palettes_rationale_109"
    },
    {
      "label": "Get the best text color (black or white) for a given background.      Uses lumin",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/color_palettes.py",
      "source_location": "L122",
      "_origin": "ast",
      "community": 66,
      "norm_label": "get the best text color (black or white) for a given background.      uses lumin",
      "community_name": "Color Palette Utilities",
      "id": "core_color_palettes_rationale_122"
    },
    {
      "label": "Get the complementary (opposite) color on the color wheel.      Args:         co",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/color_palettes.py",
      "source_location": "L142",
      "_origin": "ast",
      "community": 66,
      "norm_label": "get the complementary (opposite) color on the color wheel.      args:         co",
      "community_name": "Color Palette Utilities",
      "id": "core_color_palettes_rationale_142"
    },
    {
      "label": "Lighten a color by a given amount.      Args:         color: RGB color tuple",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/color_palettes.py",
      "source_location": "L164",
      "_origin": "ast",
      "community": 66,
      "norm_label": "lighten a color by a given amount.      args:         color: rgb color tuple",
      "community_name": "Color Palette Utilities",
      "id": "core_color_palettes_rationale_164"
    },
    {
      "label": "Darken a color by a given amount.      Args:         color: RGB color tuple",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/color_palettes.py",
      "source_location": "L182",
      "_origin": "ast",
      "community": 66,
      "norm_label": "darken a color by a given amount.      args:         color: rgb color tuple",
      "community_name": "Color Palette Utilities",
      "id": "core_color_palettes_rationale_182"
    },
    {
      "label": "Blend two colors together.      Args:         color1: First RGB color         co",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/color_palettes.py",
      "source_location": "L201",
      "_origin": "ast",
      "community": 66,
      "norm_label": "blend two colors together.      args:         color1: first rgb color         co",
      "community_name": "Color Palette Utilities",
      "id": "core_color_palettes_rationale_201"
    },
    {
      "label": "Create a gradient of colors between two colors.      Args:         start_color:",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/color_palettes.py",
      "source_location": "L225",
      "_origin": "ast",
      "community": 66,
      "norm_label": "create a gradient of colors between two colors.      args:         start_color:",
      "community_name": "Color Palette Utilities",
      "id": "core_color_palettes_rationale_225"
    },
    {
      "label": "Get a color for impact/emphasis effects.      Args:         effect_type: Type of",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/color_palettes.py",
      "source_location": "L257",
      "_origin": "ast",
      "community": 66,
      "norm_label": "get a color for impact/emphasis effects.      args:         effect_type: type of",
      "community_name": "Color Palette Utilities",
      "id": "core_color_palettes_rationale_257"
    },
    {
      "label": "Get a limited color palette optimized for emoji GIFs (<64KB).      Args:",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/color_palettes.py",
      "source_location": "L293",
      "_origin": "ast",
      "community": 66,
      "norm_label": "get a limited color palette optimized for emoji gifs (<64kb).      args:",
      "community_name": "Color Palette Utilities",
      "id": "core_color_palettes_rationale_293"
    },
    {
      "label": "easing.py",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/easing.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 13,
      "norm_label": "easing.py",
      "community_name": "Animation Easing Functions",
      "id": "core_easing"
    },
    {
      "label": "linear()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/easing.py",
      "source_location": "L12",
      "_origin": "ast",
      "community": 13,
      "norm_label": "linear()",
      "community_name": "Animation Easing Functions",
      "id": "core_easing_linear"
    },
    {
      "label": "ease_in_quad()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/easing.py",
      "source_location": "L17",
      "_origin": "ast",
      "community": 13,
      "norm_label": "ease_in_quad()",
      "community_name": "Animation Easing Functions",
      "id": "core_easing_ease_in_quad"
    },
    {
      "label": "ease_out_quad()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/easing.py",
      "source_location": "L22",
      "_origin": "ast",
      "community": 67,
      "norm_label": "ease_out_quad()",
      "community_name": "Vector Drawing Utilities",
      "id": "core_easing_ease_out_quad"
    },
    {
      "label": "ease_in_out_quad()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/easing.py",
      "source_location": "L27",
      "_origin": "ast",
      "community": 13,
      "norm_label": "ease_in_out_quad()",
      "community_name": "Animation Easing Functions",
      "id": "core_easing_ease_in_out_quad"
    },
    {
      "label": "ease_in_cubic()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/easing.py",
      "source_location": "L34",
      "_origin": "ast",
      "community": 13,
      "norm_label": "ease_in_cubic()",
      "community_name": "Animation Easing Functions",
      "id": "core_easing_ease_in_cubic"
    },
    {
      "label": "ease_out_cubic()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/easing.py",
      "source_location": "L39",
      "_origin": "ast",
      "community": 13,
      "norm_label": "ease_out_cubic()",
      "community_name": "Animation Easing Functions",
      "id": "core_easing_ease_out_cubic"
    },
    {
      "label": "ease_in_out_cubic()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/easing.py",
      "source_location": "L44",
      "_origin": "ast",
      "community": 13,
      "norm_label": "ease_in_out_cubic()",
      "community_name": "Animation Easing Functions",
      "id": "core_easing_ease_in_out_cubic"
    },
    {
      "label": "ease_in_bounce()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/easing.py",
      "source_location": "L51",
      "_origin": "ast",
      "community": 209,
      "norm_label": "ease_in_bounce()",
      "community_name": "Bounce Animation Effects",
      "id": "core_easing_ease_in_bounce"
    },
    {
      "label": "ease_out_bounce()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/easing.py",
      "source_location": "L56",
      "_origin": "ast",
      "community": 209,
      "norm_label": "ease_out_bounce()",
      "community_name": "Bounce Animation Effects",
      "id": "core_easing_ease_out_bounce"
    },
    {
      "label": "ease_in_out_bounce()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/easing.py",
      "source_location": "L71",
      "_origin": "ast",
      "community": 209,
      "norm_label": "ease_in_out_bounce()",
      "community_name": "Bounce Animation Effects",
      "id": "core_easing_ease_in_out_bounce"
    },
    {
      "label": "ease_in_elastic()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/easing.py",
      "source_location": "L78",
      "_origin": "ast",
      "community": 13,
      "norm_label": "ease_in_elastic()",
      "community_name": "Animation Easing Functions",
      "id": "core_easing_ease_in_elastic"
    },
    {
      "label": "ease_out_elastic()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/easing.py",
      "source_location": "L85",
      "_origin": "ast",
      "community": 13,
      "norm_label": "ease_out_elastic()",
      "community_name": "Animation Easing Functions",
      "id": "core_easing_ease_out_elastic"
    },
    {
      "label": "ease_in_out_elastic()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/easing.py",
      "source_location": "L92",
      "_origin": "ast",
      "community": 13,
      "norm_label": "ease_in_out_elastic()",
      "community_name": "Animation Easing Functions",
      "id": "core_easing_ease_in_out_elastic"
    },
    {
      "label": "get_easing()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/easing.py",
      "source_location": "L117",
      "_origin": "ast",
      "community": 13,
      "norm_label": "get_easing()",
      "community_name": "Animation Easing Functions",
      "id": "core_easing_get_easing"
    },
    {
      "label": "interpolate()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/easing.py",
      "source_location": "L122",
      "_origin": "ast",
      "community": 15,
      "norm_label": "interpolate()",
      "community_name": "Frame Animation Utilities",
      "id": "core_easing_interpolate"
    },
    {
      "label": "ease_back_in()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/easing.py",
      "source_location": "L140",
      "_origin": "ast",
      "community": 13,
      "norm_label": "ease_back_in()",
      "community_name": "Animation Easing Functions",
      "id": "core_easing_ease_back_in"
    },
    {
      "label": "ease_back_out()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/easing.py",
      "source_location": "L147",
      "_origin": "ast",
      "community": 13,
      "norm_label": "ease_back_out()",
      "community_name": "Animation Easing Functions",
      "id": "core_easing_ease_back_out"
    },
    {
      "label": "ease_back_in_out()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/easing.py",
      "source_location": "L154",
      "_origin": "ast",
      "community": 13,
      "norm_label": "ease_back_in_out()",
      "community_name": "Animation Easing Functions",
      "id": "core_easing_ease_back_in_out"
    },
    {
      "label": "apply_squash_stretch()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/easing.py",
      "source_location": "L163",
      "_origin": "ast",
      "community": 13,
      "norm_label": "apply_squash_stretch()",
      "community_name": "Animation Easing Functions",
      "id": "core_easing_apply_squash_stretch"
    },
    {
      "label": "calculate_arc_motion()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/easing.py",
      "source_location": "L194",
      "_origin": "ast",
      "community": 13,
      "norm_label": "calculate_arc_motion()",
      "community_name": "Animation Easing Functions",
      "id": "core_easing_calculate_arc_motion"
    },
    {
      "label": "Linear interpolation (no easing).",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/easing.py",
      "source_location": "L13",
      "_origin": "ast",
      "community": 13,
      "norm_label": "linear interpolation (no easing).",
      "community_name": "Animation Easing Functions",
      "id": "core_easing_rationale_13"
    },
    {
      "label": "Quadratic ease-in (slow start, accelerating).",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/easing.py",
      "source_location": "L18",
      "_origin": "ast",
      "community": 13,
      "norm_label": "quadratic ease-in (slow start, accelerating).",
      "community_name": "Animation Easing Functions",
      "id": "core_easing_rationale_18"
    },
    {
      "label": "Quadratic ease-out (fast start, decelerating).",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/easing.py",
      "source_location": "L23",
      "_origin": "ast",
      "community": 67,
      "norm_label": "quadratic ease-out (fast start, decelerating).",
      "community_name": "Vector Drawing Utilities",
      "id": "core_easing_rationale_23"
    },
    {
      "label": "Quadratic ease-in-out (slow start and end).",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/easing.py",
      "source_location": "L28",
      "_origin": "ast",
      "community": 13,
      "norm_label": "quadratic ease-in-out (slow start and end).",
      "community_name": "Animation Easing Functions",
      "id": "core_easing_rationale_28"
    },
    {
      "label": "Cubic ease-in (slow start).",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/easing.py",
      "source_location": "L35",
      "_origin": "ast",
      "community": 13,
      "norm_label": "cubic ease-in (slow start).",
      "community_name": "Animation Easing Functions",
      "id": "core_easing_rationale_35"
    },
    {
      "label": "Cubic ease-out (fast start).",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/easing.py",
      "source_location": "L40",
      "_origin": "ast",
      "community": 13,
      "norm_label": "cubic ease-out (fast start).",
      "community_name": "Animation Easing Functions",
      "id": "core_easing_rationale_40"
    },
    {
      "label": "Bounce ease-in (bouncy start).",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/easing.py",
      "source_location": "L52",
      "_origin": "ast",
      "community": 209,
      "norm_label": "bounce ease-in (bouncy start).",
      "community_name": "Bounce Animation Effects",
      "id": "core_easing_rationale_52"
    },
    {
      "label": "Bounce ease-out (bouncy end).",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/easing.py",
      "source_location": "L57",
      "_origin": "ast",
      "community": 209,
      "norm_label": "bounce ease-out (bouncy end).",
      "community_name": "Bounce Animation Effects",
      "id": "core_easing_rationale_57"
    },
    {
      "label": "Elastic ease-in (spring effect).",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/easing.py",
      "source_location": "L79",
      "_origin": "ast",
      "community": 13,
      "norm_label": "elastic ease-in (spring effect).",
      "community_name": "Animation Easing Functions",
      "id": "core_easing_rationale_79"
    },
    {
      "label": "Elastic ease-out (spring effect).",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/easing.py",
      "source_location": "L86",
      "_origin": "ast",
      "community": 13,
      "norm_label": "elastic ease-out (spring effect).",
      "community_name": "Animation Easing Functions",
      "id": "core_easing_rationale_86"
    },
    {
      "label": "Get easing function by name.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/easing.py",
      "source_location": "L118",
      "_origin": "ast",
      "community": 13,
      "norm_label": "get easing function by name.",
      "community_name": "Animation Easing Functions",
      "id": "core_easing_rationale_118"
    },
    {
      "label": "Interpolate between two values with easing.      Args:         start: Start valu",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/easing.py",
      "source_location": "L123",
      "_origin": "ast",
      "community": 15,
      "norm_label": "interpolate between two values with easing.      args:         start: start valu",
      "community_name": "Frame Animation Utilities",
      "id": "core_easing_rationale_123"
    },
    {
      "label": "Back ease-in (slight overshoot backward before forward motion).",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/easing.py",
      "source_location": "L141",
      "_origin": "ast",
      "community": 13,
      "norm_label": "back ease-in (slight overshoot backward before forward motion).",
      "community_name": "Animation Easing Functions",
      "id": "core_easing_rationale_141"
    },
    {
      "label": "Back ease-out (overshoot forward then settle back).",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/easing.py",
      "source_location": "L148",
      "_origin": "ast",
      "community": 13,
      "norm_label": "back ease-out (overshoot forward then settle back).",
      "community_name": "Animation Easing Functions",
      "id": "core_easing_rationale_148"
    },
    {
      "label": "Back ease-in-out (overshoot at both ends).",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/easing.py",
      "source_location": "L155",
      "_origin": "ast",
      "community": 13,
      "norm_label": "back ease-in-out (overshoot at both ends).",
      "community_name": "Animation Easing Functions",
      "id": "core_easing_rationale_155"
    },
    {
      "label": "Calculate squash and stretch scales for more dynamic animation.      Args:",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/easing.py",
      "source_location": "L165",
      "_origin": "ast",
      "community": 13,
      "norm_label": "calculate squash and stretch scales for more dynamic animation.      args:",
      "community_name": "Animation Easing Functions",
      "id": "core_easing_rationale_165"
    },
    {
      "label": "Calculate position along a parabolic arc (natural motion path).      Args:",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/easing.py",
      "source_location": "L196",
      "_origin": "ast",
      "community": 13,
      "norm_label": "calculate position along a parabolic arc (natural motion path).      args:",
      "community_name": "Animation Easing Functions",
      "id": "core_easing_rationale_196"
    },
    {
      "label": "frame_composer.py",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/frame_composer.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 13,
      "norm_label": "frame_composer.py",
      "community_name": "Animation Easing Functions",
      "id": "core_frame_composer"
    },
    {
      "label": "create_blank_frame()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/frame_composer.py",
      "source_location": "L14",
      "_origin": "ast",
      "community": 15,
      "norm_label": "create_blank_frame()",
      "community_name": "Frame Animation Utilities",
      "id": "core_frame_composer_create_blank_frame"
    },
    {
      "label": "Image",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/frame_composer.py",
      "source_location": "L14",
      "_origin": "ast",
      "community": 67,
      "norm_label": "image",
      "community_name": "Vector Drawing Utilities",
      "id": "example_skills_skills_main_slack_gif_creator_core_frame_composer_py_image"
    },
    {
      "label": "draw_circle()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/frame_composer.py",
      "source_location": "L29",
      "_origin": "ast",
      "community": 15,
      "norm_label": "draw_circle()",
      "community_name": "Frame Animation Utilities",
      "id": "core_frame_composer_draw_circle"
    },
    {
      "label": "draw_rectangle()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/frame_composer.py",
      "source_location": "L54",
      "_origin": "ast",
      "community": 67,
      "norm_label": "draw_rectangle()",
      "community_name": "Vector Drawing Utilities",
      "id": "core_frame_composer_draw_rectangle"
    },
    {
      "label": "draw_line()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/frame_composer.py",
      "source_location": "L77",
      "_origin": "ast",
      "community": 67,
      "norm_label": "draw_line()",
      "community_name": "Vector Drawing Utilities",
      "id": "core_frame_composer_draw_line"
    },
    {
      "label": "draw_text()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/frame_composer.py",
      "source_location": "L97",
      "_origin": "ast",
      "community": 67,
      "norm_label": "draw_text()",
      "community_name": "Vector Drawing Utilities",
      "id": "core_frame_composer_draw_text"
    },
    {
      "label": "draw_emoji()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/frame_composer.py",
      "source_location": "L134",
      "_origin": "ast",
      "community": 67,
      "norm_label": "draw_emoji()",
      "community_name": "Vector Drawing Utilities",
      "id": "core_frame_composer_draw_emoji"
    },
    {
      "label": "composite_layers()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/frame_composer.py",
      "source_location": "L160",
      "_origin": "ast",
      "community": 67,
      "norm_label": "composite_layers()",
      "community_name": "Vector Drawing Utilities",
      "id": "core_frame_composer_composite_layers"
    },
    {
      "label": "draw_stick_figure()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/frame_composer.py",
      "source_location": "L190",
      "_origin": "ast",
      "community": 67,
      "norm_label": "draw_stick_figure()",
      "community_name": "Vector Drawing Utilities",
      "id": "core_frame_composer_draw_stick_figure"
    },
    {
      "label": "create_gradient_background()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/frame_composer.py",
      "source_location": "L235",
      "_origin": "ast",
      "community": 67,
      "norm_label": "create_gradient_background()",
      "community_name": "Vector Drawing Utilities",
      "id": "core_frame_composer_create_gradient_background"
    },
    {
      "label": "draw_emoji_enhanced()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/frame_composer.py",
      "source_location": "L270",
      "_origin": "ast",
      "community": 15,
      "norm_label": "draw_emoji_enhanced()",
      "community_name": "Frame Animation Utilities",
      "id": "core_frame_composer_draw_emoji_enhanced"
    },
    {
      "label": "draw_circle_with_shadow()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/frame_composer.py",
      "source_location": "L323",
      "_origin": "ast",
      "community": 67,
      "norm_label": "draw_circle_with_shadow()",
      "community_name": "Vector Drawing Utilities",
      "id": "core_frame_composer_draw_circle_with_shadow"
    },
    {
      "label": "draw_rounded_rectangle()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/frame_composer.py",
      "source_location": "L361",
      "_origin": "ast",
      "community": 67,
      "norm_label": "draw_rounded_rectangle()",
      "community_name": "Vector Drawing Utilities",
      "id": "core_frame_composer_draw_rounded_rectangle"
    },
    {
      "label": "add_vignette()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/frame_composer.py",
      "source_location": "L392",
      "_origin": "ast",
      "community": 67,
      "norm_label": "add_vignette()",
      "community_name": "Vector Drawing Utilities",
      "id": "core_frame_composer_add_vignette"
    },
    {
      "label": "draw_star()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/frame_composer.py",
      "source_location": "L435",
      "_origin": "ast",
      "community": 67,
      "norm_label": "draw_star()",
      "community_name": "Vector Drawing Utilities",
      "id": "core_frame_composer_draw_star"
    },
    {
      "label": "Create a blank frame with solid color background.      Args:         width: Fram",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/frame_composer.py",
      "source_location": "L15",
      "_origin": "ast",
      "community": 15,
      "norm_label": "create a blank frame with solid color background.      args:         width: fram",
      "community_name": "Frame Animation Utilities",
      "id": "core_frame_composer_rationale_15"
    },
    {
      "label": "Draw a circle on a frame.      Args:         frame: PIL Image to draw on",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/frame_composer.py",
      "source_location": "L33",
      "_origin": "ast",
      "community": 15,
      "norm_label": "draw a circle on a frame.      args:         frame: pil image to draw on",
      "community_name": "Frame Animation Utilities",
      "id": "core_frame_composer_rationale_33"
    },
    {
      "label": "Draw a rectangle on a frame.      Args:         frame: PIL Image to draw on",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/frame_composer.py",
      "source_location": "L58",
      "_origin": "ast",
      "community": 67,
      "norm_label": "draw a rectangle on a frame.      args:         frame: pil image to draw on",
      "community_name": "Vector Drawing Utilities",
      "id": "core_frame_composer_rationale_58"
    },
    {
      "label": "Draw a line on a frame.      Args:         frame: PIL Image to draw on         s",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/frame_composer.py",
      "source_location": "L79",
      "_origin": "ast",
      "community": 67,
      "norm_label": "draw a line on a frame.      args:         frame: pil image to draw on         s",
      "community_name": "Vector Drawing Utilities",
      "id": "core_frame_composer_rationale_79"
    },
    {
      "label": "Draw text on a frame.      Args:         frame: PIL Image to draw on         tex",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/frame_composer.py",
      "source_location": "L100",
      "_origin": "ast",
      "community": 67,
      "norm_label": "draw text on a frame.      args:         frame: pil image to draw on         tex",
      "community_name": "Vector Drawing Utilities",
      "id": "core_frame_composer_rationale_100"
    },
    {
      "label": "Draw emoji text on a frame (requires system emoji support).      Args:         f",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/frame_composer.py",
      "source_location": "L135",
      "_origin": "ast",
      "community": 67,
      "norm_label": "draw emoji text on a frame (requires system emoji support).      args:         f",
      "community_name": "Vector Drawing Utilities",
      "id": "core_frame_composer_rationale_135"
    },
    {
      "label": "Composite one image on top of another.      Args:         base: Base image",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/frame_composer.py",
      "source_location": "L162",
      "_origin": "ast",
      "community": 67,
      "norm_label": "composite one image on top of another.      args:         base: base image",
      "community_name": "Vector Drawing Utilities",
      "id": "core_frame_composer_rationale_162"
    },
    {
      "label": "Draw a simple stick figure.      Args:         frame: PIL Image to draw on",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/frame_composer.py",
      "source_location": "L192",
      "_origin": "ast",
      "community": 67,
      "norm_label": "draw a simple stick figure.      args:         frame: pil image to draw on",
      "community_name": "Vector Drawing Utilities",
      "id": "core_frame_composer_rationale_192"
    },
    {
      "label": "Create a vertical gradient background.      Args:         width: Frame width",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/frame_composer.py",
      "source_location": "L238",
      "_origin": "ast",
      "community": 67,
      "norm_label": "create a vertical gradient background.      args:         width: frame width",
      "community_name": "Vector Drawing Utilities",
      "id": "core_frame_composer_rationale_238"
    },
    {
      "label": "Draw emoji with optional shadow for better visual quality.      Args:         fr",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/frame_composer.py",
      "source_location": "L273",
      "_origin": "ast",
      "community": 15,
      "norm_label": "draw emoji with optional shadow for better visual quality.      args:         fr",
      "community_name": "Frame Animation Utilities",
      "id": "core_frame_composer_rationale_273"
    },
    {
      "label": "Draw a circle with drop shadow.      Args:         frame: PIL Image to draw on",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/frame_composer.py",
      "source_location": "L327",
      "_origin": "ast",
      "community": 67,
      "norm_label": "draw a circle with drop shadow.      args:         frame: pil image to draw on",
      "community_name": "Vector Drawing Utilities",
      "id": "core_frame_composer_rationale_327"
    },
    {
      "label": "Draw a rectangle with rounded corners.      Args:         frame: PIL Image to dr",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/frame_composer.py",
      "source_location": "L366",
      "_origin": "ast",
      "community": 67,
      "norm_label": "draw a rectangle with rounded corners.      args:         frame: pil image to dr",
      "community_name": "Vector Drawing Utilities",
      "id": "core_frame_composer_rationale_366"
    },
    {
      "label": "Add a vignette effect (darkened edges) to frame.      Args:         frame: PIL I",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/frame_composer.py",
      "source_location": "L393",
      "_origin": "ast",
      "community": 67,
      "norm_label": "add a vignette effect (darkened edges) to frame.      args:         frame: pil i",
      "community_name": "Vector Drawing Utilities",
      "id": "core_frame_composer_rationale_393"
    },
    {
      "label": "Draw a 5-pointed star.      Args:         frame: PIL Image to draw on         ce",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/frame_composer.py",
      "source_location": "L439",
      "_origin": "ast",
      "community": 67,
      "norm_label": "draw a 5-pointed star.      args:         frame: pil image to draw on         ce",
      "community_name": "Vector Drawing Utilities",
      "id": "core_frame_composer_rationale_439"
    },
    {
      "label": "gif_builder.py",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/gif_builder.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 13,
      "norm_label": "gif_builder.py",
      "community_name": "Animation Easing Functions",
      "id": "core_gif_builder"
    },
    {
      "label": "GIFBuilder",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/gif_builder.py",
      "source_location": "L16",
      "_origin": "ast",
      "community": 102,
      "norm_label": "gifbuilder",
      "community_name": "Slack GIF Optimizer",
      "id": "core_gif_builder_gifbuilder"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/gif_builder.py",
      "source_location": "L19",
      "_origin": "ast",
      "community": 102,
      "norm_label": ".__init__()",
      "community_name": "Slack GIF Optimizer",
      "id": "core_gif_builder_gifbuilder_init"
    },
    {
      "label": ".add_frame()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/gif_builder.py",
      "source_location": "L33",
      "_origin": "ast",
      "community": 102,
      "norm_label": ".add_frame()",
      "community_name": "Slack GIF Optimizer",
      "id": "core_gif_builder_gifbuilder_add_frame"
    },
    {
      "label": "ndarray",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/gif_builder.py",
      "source_location": "L33",
      "_origin": "ast",
      "community": 102,
      "norm_label": "ndarray",
      "community_name": "Slack GIF Optimizer",
      "id": "ndarray"
    },
    {
      "label": "Image",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/gif_builder.py",
      "source_location": "L33",
      "_origin": "ast",
      "community": 102,
      "norm_label": "image",
      "community_name": "Slack GIF Optimizer",
      "id": "example_skills_skills_main_slack_gif_creator_core_gif_builder_py_image"
    },
    {
      "label": ".add_frames()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/gif_builder.py",
      "source_location": "L51",
      "_origin": "ast",
      "community": 102,
      "norm_label": ".add_frames()",
      "community_name": "Slack GIF Optimizer",
      "id": "core_gif_builder_gifbuilder_add_frames"
    },
    {
      "label": ".optimize_colors()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/gif_builder.py",
      "source_location": "L56",
      "_origin": "ast",
      "community": 102,
      "norm_label": ".optimize_colors()",
      "community_name": "Slack GIF Optimizer",
      "id": "core_gif_builder_gifbuilder_optimize_colors"
    },
    {
      "label": ".deduplicate_frames()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/gif_builder.py",
      "source_location": "L113",
      "_origin": "ast",
      "community": 102,
      "norm_label": ".deduplicate_frames()",
      "community_name": "Slack GIF Optimizer",
      "id": "core_gif_builder_gifbuilder_deduplicate_frames"
    },
    {
      "label": ".save()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/gif_builder.py",
      "source_location": "L148",
      "_origin": "ast",
      "community": 102,
      "norm_label": ".save()",
      "community_name": "Slack GIF Optimizer",
      "id": "core_gif_builder_gifbuilder_save"
    },
    {
      "label": "Path",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/gif_builder.py",
      "source_location": "L148",
      "_origin": "ast",
      "community": 102,
      "norm_label": "path",
      "community_name": "Slack GIF Optimizer",
      "id": "example_skills_skills_main_slack_gif_creator_core_gif_builder_py_path"
    },
    {
      "label": ".clear()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/gif_builder.py",
      "source_location": "L244",
      "_origin": "ast",
      "community": 102,
      "norm_label": ".clear()",
      "community_name": "Slack GIF Optimizer",
      "id": "core_gif_builder_gifbuilder_clear"
    },
    {
      "label": "Builder for creating optimized GIFs from frames.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/gif_builder.py",
      "source_location": "L17",
      "_origin": "ast",
      "community": 102,
      "norm_label": "builder for creating optimized gifs from frames.",
      "community_name": "Slack GIF Optimizer",
      "id": "core_gif_builder_rationale_17"
    },
    {
      "label": "Initialize GIF builder.          Args:             width: Frame width in pixels",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/gif_builder.py",
      "source_location": "L20",
      "_origin": "ast",
      "community": 102,
      "norm_label": "initialize gif builder.          args:             width: frame width in pixels",
      "community_name": "Slack GIF Optimizer",
      "id": "core_gif_builder_rationale_20"
    },
    {
      "label": "Add a frame to the GIF.          Args:             frame: Frame as numpy array o",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/gif_builder.py",
      "source_location": "L34",
      "_origin": "ast",
      "community": 102,
      "norm_label": "add a frame to the gif.          args:             frame: frame as numpy array o",
      "community_name": "Slack GIF Optimizer",
      "id": "core_gif_builder_rationale_34"
    },
    {
      "label": "Add multiple frames at once.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/gif_builder.py",
      "source_location": "L52",
      "_origin": "ast",
      "community": 102,
      "norm_label": "add multiple frames at once.",
      "community_name": "Slack GIF Optimizer",
      "id": "core_gif_builder_rationale_52"
    },
    {
      "label": "Reduce colors in all frames using quantization.          Args:             num_c",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/gif_builder.py",
      "source_location": "L57",
      "_origin": "ast",
      "community": 102,
      "norm_label": "reduce colors in all frames using quantization.          args:             num_c",
      "community_name": "Slack GIF Optimizer",
      "id": "core_gif_builder_rationale_57"
    },
    {
      "label": "Remove duplicate or near-duplicate consecutive frames.          Args:",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/gif_builder.py",
      "source_location": "L114",
      "_origin": "ast",
      "community": 102,
      "norm_label": "remove duplicate or near-duplicate consecutive frames.          args:",
      "community_name": "Slack GIF Optimizer",
      "id": "core_gif_builder_rationale_114"
    },
    {
      "label": "Save frames as optimized GIF for Slack.          Args:             output_path:",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/gif_builder.py",
      "source_location": "L150",
      "_origin": "ast",
      "community": 102,
      "norm_label": "save frames as optimized gif for slack.          args:             output_path:",
      "community_name": "Slack GIF Optimizer",
      "id": "core_gif_builder_rationale_150"
    },
    {
      "label": "Clear all frames (useful for creating multiple GIFs).",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/gif_builder.py",
      "source_location": "L245",
      "_origin": "ast",
      "community": 102,
      "norm_label": "clear all frames (useful for creating multiple gifs).",
      "community_name": "Slack GIF Optimizer",
      "id": "core_gif_builder_rationale_245"
    },
    {
      "label": "typography.py",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/typography.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 103,
      "norm_label": "typography.py",
      "community_name": "Typography and Text Effects",
      "id": "core_typography"
    },
    {
      "label": "get_font()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/typography.py",
      "source_location": "L25",
      "_origin": "ast",
      "community": 103,
      "norm_label": "get_font()",
      "community_name": "Typography and Text Effects",
      "id": "core_typography_get_font"
    },
    {
      "label": "FreeTypeFont",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/typography.py",
      "source_location": "L25",
      "_origin": "ast",
      "community": 103,
      "norm_label": "freetypefont",
      "community_name": "Typography and Text Effects",
      "id": "freetypefont"
    },
    {
      "label": "draw_text_with_outline()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/typography.py",
      "source_location": "L58",
      "_origin": "ast",
      "community": 103,
      "norm_label": "draw_text_with_outline()",
      "community_name": "Typography and Text Effects",
      "id": "core_typography_draw_text_with_outline"
    },
    {
      "label": "Image",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/typography.py",
      "source_location": "L58",
      "_origin": "ast",
      "community": 103,
      "norm_label": "image",
      "community_name": "Typography and Text Effects",
      "id": "example_skills_skills_main_slack_gif_creator_core_typography_py_image"
    },
    {
      "label": "draw_text_with_shadow()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/typography.py",
      "source_location": "L114",
      "_origin": "ast",
      "community": 103,
      "norm_label": "draw_text_with_shadow()",
      "community_name": "Typography and Text Effects",
      "id": "core_typography_draw_text_with_shadow"
    },
    {
      "label": "draw_text_with_glow()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/typography.py",
      "source_location": "L164",
      "_origin": "ast",
      "community": 103,
      "norm_label": "draw_text_with_glow()",
      "community_name": "Typography and Text Effects",
      "id": "core_typography_draw_text_with_glow"
    },
    {
      "label": "draw_text_in_box()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/typography.py",
      "source_location": "L218",
      "_origin": "ast",
      "community": 103,
      "norm_label": "draw_text_in_box()",
      "community_name": "Typography and Text Effects",
      "id": "core_typography_draw_text_in_box"
    },
    {
      "label": "get_text_size()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/typography.py",
      "source_location": "L294",
      "_origin": "ast",
      "community": 103,
      "norm_label": "get_text_size()",
      "community_name": "Typography and Text Effects",
      "id": "core_typography_get_text_size"
    },
    {
      "label": "get_optimal_font_size()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/typography.py",
      "source_location": "L316",
      "_origin": "ast",
      "community": 103,
      "norm_label": "get_optimal_font_size()",
      "community_name": "Typography and Text Effects",
      "id": "core_typography_get_optimal_font_size"
    },
    {
      "label": "scale_font_for_frame()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/typography.py",
      "source_location": "L339",
      "_origin": "ast",
      "community": 103,
      "norm_label": "scale_font_for_frame()",
      "community_name": "Typography and Text Effects",
      "id": "core_typography_scale_font_for_frame"
    },
    {
      "label": "Get a font with fallback support.      Args:         size: Font size in pixels",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/typography.py",
      "source_location": "L26",
      "_origin": "ast",
      "community": 103,
      "norm_label": "get a font with fallback support.      args:         size: font size in pixels",
      "community_name": "Typography and Text Effects",
      "id": "core_typography_rationale_26"
    },
    {
      "label": "Draw text with outline for maximum readability.      This is THE most important",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/typography.py",
      "source_location": "L69",
      "_origin": "ast",
      "community": 103,
      "norm_label": "draw text with outline for maximum readability.      this is the most important",
      "community_name": "Typography and Text Effects",
      "id": "core_typography_rationale_69"
    },
    {
      "label": "Draw text with drop shadow for depth.      Args:         frame: PIL Image to dra",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/typography.py",
      "source_location": "L125",
      "_origin": "ast",
      "community": 103,
      "norm_label": "draw text with drop shadow for depth.      args:         frame: pil image to dra",
      "community_name": "Typography and Text Effects",
      "id": "core_typography_rationale_125"
    },
    {
      "label": "Draw text with glow effect for emphasis.      Args:         frame: PIL Image to",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/typography.py",
      "source_location": "L175",
      "_origin": "ast",
      "community": 103,
      "norm_label": "draw text with glow effect for emphasis.      args:         frame: pil image to",
      "community_name": "Typography and Text Effects",
      "id": "core_typography_rationale_175"
    },
    {
      "label": "Draw text in a semi-transparent box for guaranteed readability.      Args:",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/typography.py",
      "source_location": "L230",
      "_origin": "ast",
      "community": 103,
      "norm_label": "draw text in a semi-transparent box for guaranteed readability.      args:",
      "community_name": "Typography and Text Effects",
      "id": "core_typography_rationale_230"
    },
    {
      "label": "Get the dimensions of text without drawing it.      Args:         text: Text to",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/typography.py",
      "source_location": "L295",
      "_origin": "ast",
      "community": 103,
      "norm_label": "get the dimensions of text without drawing it.      args:         text: text to",
      "community_name": "Typography and Text Effects",
      "id": "core_typography_rationale_295"
    },
    {
      "label": "Find the largest font size that fits within given dimensions.      Args:",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/typography.py",
      "source_location": "L318",
      "_origin": "ast",
      "community": 103,
      "norm_label": "find the largest font size that fits within given dimensions.      args:",
      "community_name": "Typography and Text Effects",
      "id": "core_typography_rationale_318"
    },
    {
      "label": "Scale font size proportionally to frame dimensions.      Useful for maintaining",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/typography.py",
      "source_location": "L340",
      "_origin": "ast",
      "community": 103,
      "norm_label": "scale font size proportionally to frame dimensions.      useful for maintaining",
      "community_name": "Typography and Text Effects",
      "id": "core_typography_rationale_340"
    },
    {
      "label": "validators.py",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/validators.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 162,
      "norm_label": "validators.py",
      "community_name": "Slack GIF Validator",
      "id": "core_validators"
    },
    {
      "label": "check_slack_size()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/validators.py",
      "source_location": "L11",
      "_origin": "ast",
      "community": 162,
      "norm_label": "check_slack_size()",
      "community_name": "Slack GIF Validator",
      "id": "core_validators_check_slack_size"
    },
    {
      "label": "Path",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/validators.py",
      "source_location": "L11",
      "_origin": "ast",
      "community": 162,
      "norm_label": "path",
      "community_name": "Slack GIF Validator",
      "id": "example_skills_skills_main_slack_gif_creator_core_validators_py_path"
    },
    {
      "label": "validate_dimensions()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/validators.py",
      "source_location": "L59",
      "_origin": "ast",
      "community": 162,
      "norm_label": "validate_dimensions()",
      "community_name": "Slack GIF Validator",
      "id": "core_validators_validate_dimensions"
    },
    {
      "label": "validate_gif()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/validators.py",
      "source_location": "L122",
      "_origin": "ast",
      "community": 162,
      "norm_label": "validate_gif()",
      "community_name": "Slack GIF Validator",
      "id": "core_validators_validate_gif"
    },
    {
      "label": "get_optimization_suggestions()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/validators.py",
      "source_location": "L200",
      "_origin": "ast",
      "community": 162,
      "norm_label": "get_optimization_suggestions()",
      "community_name": "Slack GIF Validator",
      "id": "core_validators_get_optimization_suggestions"
    },
    {
      "label": "is_slack_ready()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/validators.py",
      "source_location": "L241",
      "_origin": "ast",
      "community": 162,
      "norm_label": "is_slack_ready()",
      "community_name": "Slack GIF Validator",
      "id": "core_validators_is_slack_ready"
    },
    {
      "label": "Check if GIF meets Slack size limits.      Args:         gif_path: Path to GIF f",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/validators.py",
      "source_location": "L12",
      "_origin": "ast",
      "community": 162,
      "norm_label": "check if gif meets slack size limits.      args:         gif_path: path to gif f",
      "community_name": "Slack GIF Validator",
      "id": "core_validators_rationale_12"
    },
    {
      "label": "Check if dimensions are suitable for Slack.      Args:         width: Frame widt",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/validators.py",
      "source_location": "L60",
      "_origin": "ast",
      "community": 162,
      "norm_label": "check if dimensions are suitable for slack.      args:         width: frame widt",
      "community_name": "Slack GIF Validator",
      "id": "core_validators_rationale_60"
    },
    {
      "label": "Run all validations on a GIF file.      Args:         gif_path: Path to GIF file",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/validators.py",
      "source_location": "L123",
      "_origin": "ast",
      "community": 162,
      "norm_label": "run all validations on a gif file.      args:         gif_path: path to gif file",
      "community_name": "Slack GIF Validator",
      "id": "core_validators_rationale_123"
    },
    {
      "label": "Get suggestions for optimizing a GIF based on validation results.      Args:",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/validators.py",
      "source_location": "L201",
      "_origin": "ast",
      "community": 162,
      "norm_label": "get suggestions for optimizing a gif based on validation results.      args:",
      "community_name": "Slack GIF Validator",
      "id": "core_validators_rationale_201"
    },
    {
      "label": "Quick check if GIF is ready for Slack.      Args:         gif_path: Path to GIF",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/validators.py",
      "source_location": "L242",
      "_origin": "ast",
      "community": 162,
      "norm_label": "quick check if gif is ready for slack.      args:         gif_path: path to gif",
      "community_name": "Slack GIF Validator",
      "id": "core_validators_rationale_242"
    },
    {
      "label": "visual_effects.py",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/visual_effects.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 97,
      "norm_label": "visual_effects.py",
      "community_name": "Visual Effects Engine",
      "id": "core_visual_effects"
    },
    {
      "label": "Particle",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/visual_effects.py",
      "source_location": "L16",
      "_origin": "ast",
      "community": 54,
      "norm_label": "particle",
      "community_name": "Particle Physics System",
      "id": "core_visual_effects_particle"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/visual_effects.py",
      "source_location": "L19",
      "_origin": "ast",
      "community": 54,
      "norm_label": ".__init__()",
      "community_name": "Particle Physics System",
      "id": "core_visual_effects_particle_init"
    },
    {
      "label": ".update()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/visual_effects.py",
      "source_location": "L45",
      "_origin": "ast",
      "community": 54,
      "norm_label": ".update()",
      "community_name": "Particle Physics System",
      "id": "core_visual_effects_particle_update"
    },
    {
      "label": ".is_alive()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/visual_effects.py",
      "source_location": "L59",
      "_origin": "ast",
      "community": 54,
      "norm_label": ".is_alive()",
      "community_name": "Particle Physics System",
      "id": "core_visual_effects_particle_is_alive"
    },
    {
      "label": ".get_alpha()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/visual_effects.py",
      "source_location": "L63",
      "_origin": "ast",
      "community": 54,
      "norm_label": ".get_alpha()",
      "community_name": "Particle Physics System",
      "id": "core_visual_effects_particle_get_alpha"
    },
    {
      "label": ".render()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/visual_effects.py",
      "source_location": "L67",
      "_origin": "ast",
      "community": 54,
      "norm_label": ".render()",
      "community_name": "Particle Physics System",
      "id": "core_visual_effects_particle_render"
    },
    {
      "label": "Image",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/visual_effects.py",
      "source_location": "L67",
      "_origin": "ast",
      "community": 97,
      "norm_label": "image",
      "community_name": "Visual Effects Engine",
      "id": "example_skills_skills_main_slack_gif_creator_core_visual_effects_py_image"
    },
    {
      "label": "ParticleSystem",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/visual_effects.py",
      "source_location": "L106",
      "_origin": "ast",
      "community": 54,
      "norm_label": "particlesystem",
      "community_name": "Particle Physics System",
      "id": "core_visual_effects_particlesystem"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/visual_effects.py",
      "source_location": "L109",
      "_origin": "ast",
      "community": 54,
      "norm_label": ".__init__()",
      "community_name": "Particle Physics System",
      "id": "core_visual_effects_particlesystem_init"
    },
    {
      "label": ".emit()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/visual_effects.py",
      "source_location": "L113",
      "_origin": "ast",
      "community": 54,
      "norm_label": ".emit()",
      "community_name": "Particle Physics System",
      "id": "core_visual_effects_particlesystem_emit"
    },
    {
      "label": ".emit_confetti()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/visual_effects.py",
      "source_location": "L143",
      "_origin": "ast",
      "community": 54,
      "norm_label": ".emit_confetti()",
      "community_name": "Particle Physics System",
      "id": "core_visual_effects_particlesystem_emit_confetti"
    },
    {
      "label": ".emit_sparkles()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/visual_effects.py",
      "source_location": "L171",
      "_origin": "ast",
      "community": 54,
      "norm_label": ".emit_sparkles()",
      "community_name": "Particle Physics System",
      "id": "core_visual_effects_particlesystem_emit_sparkles"
    },
    {
      "label": ".update()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/visual_effects.py",
      "source_location": "L194",
      "_origin": "ast",
      "community": 54,
      "norm_label": ".update()",
      "community_name": "Particle Physics System",
      "id": "core_visual_effects_particlesystem_update"
    },
    {
      "label": ".render()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/visual_effects.py",
      "source_location": "L203",
      "_origin": "ast",
      "community": 54,
      "norm_label": ".render()",
      "community_name": "Particle Physics System",
      "id": "core_visual_effects_particlesystem_render"
    },
    {
      "label": ".get_particle_count()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/visual_effects.py",
      "source_location": "L208",
      "_origin": "ast",
      "community": 54,
      "norm_label": ".get_particle_count()",
      "community_name": "Particle Physics System",
      "id": "core_visual_effects_particlesystem_get_particle_count"
    },
    {
      "label": "add_motion_blur()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/visual_effects.py",
      "source_location": "L213",
      "_origin": "ast",
      "community": 97,
      "norm_label": "add_motion_blur()",
      "community_name": "Visual Effects Engine",
      "id": "core_visual_effects_add_motion_blur"
    },
    {
      "label": "create_impact_flash()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/visual_effects.py",
      "source_location": "L239",
      "_origin": "ast",
      "community": 97,
      "norm_label": "create_impact_flash()",
      "community_name": "Visual Effects Engine",
      "id": "core_visual_effects_create_impact_flash"
    },
    {
      "label": "create_shockwave_rings()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/visual_effects.py",
      "source_location": "L275",
      "_origin": "ast",
      "community": 97,
      "norm_label": "create_shockwave_rings()",
      "community_name": "Visual Effects Engine",
      "id": "core_visual_effects_create_shockwave_rings"
    },
    {
      "label": "create_explosion_effect()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/visual_effects.py",
      "source_location": "L301",
      "_origin": "ast",
      "community": 97,
      "norm_label": "create_explosion_effect()",
      "community_name": "Visual Effects Engine",
      "id": "core_visual_effects_create_explosion_effect"
    },
    {
      "label": "add_glow_effect()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/visual_effects.py",
      "source_location": "L340",
      "_origin": "ast",
      "community": 97,
      "norm_label": "add_glow_effect()",
      "community_name": "Visual Effects Engine",
      "id": "core_visual_effects_add_glow_effect"
    },
    {
      "label": "add_drop_shadow()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/visual_effects.py",
      "source_location": "L373",
      "_origin": "ast",
      "community": 97,
      "norm_label": "add_drop_shadow()",
      "community_name": "Visual Effects Engine",
      "id": "core_visual_effects_add_drop_shadow"
    },
    {
      "label": "create_speed_lines()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/visual_effects.py",
      "source_location": "L410",
      "_origin": "ast",
      "community": 97,
      "norm_label": "create_speed_lines()",
      "community_name": "Visual Effects Engine",
      "id": "core_visual_effects_create_speed_lines"
    },
    {
      "label": "create_screen_shake_offset()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/visual_effects.py",
      "source_location": "L455",
      "_origin": "ast",
      "community": 97,
      "norm_label": "create_screen_shake_offset()",
      "community_name": "Visual Effects Engine",
      "id": "core_visual_effects_create_screen_shake_offset"
    },
    {
      "label": "apply_screen_shake()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/visual_effects.py",
      "source_location": "L474",
      "_origin": "ast",
      "community": 97,
      "norm_label": "apply_screen_shake()",
      "community_name": "Visual Effects Engine",
      "id": "core_visual_effects_apply_screen_shake"
    },
    {
      "label": "A single particle in a particle system.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/visual_effects.py",
      "source_location": "L17",
      "_origin": "ast",
      "community": 54,
      "norm_label": "a single particle in a particle system.",
      "community_name": "Particle Physics System",
      "id": "core_visual_effects_rationale_17"
    },
    {
      "label": "Initialize a particle.          Args:             x, y: Starting position",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/visual_effects.py",
      "source_location": "L22",
      "_origin": "ast",
      "community": 54,
      "norm_label": "initialize a particle.          args:             x, y: starting position",
      "community_name": "Particle Physics System",
      "id": "core_visual_effects_rationale_22"
    },
    {
      "label": "Update particle position and lifetime.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/visual_effects.py",
      "source_location": "L46",
      "_origin": "ast",
      "community": 54,
      "norm_label": "update particle position and lifetime.",
      "community_name": "Particle Physics System",
      "id": "core_visual_effects_rationale_46"
    },
    {
      "label": "Check if particle is still alive.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/visual_effects.py",
      "source_location": "L60",
      "_origin": "ast",
      "community": 54,
      "norm_label": "check if particle is still alive.",
      "community_name": "Particle Physics System",
      "id": "core_visual_effects_rationale_60"
    },
    {
      "label": "Get particle opacity based on lifetime.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/visual_effects.py",
      "source_location": "L64",
      "_origin": "ast",
      "community": 54,
      "norm_label": "get particle opacity based on lifetime.",
      "community_name": "Particle Physics System",
      "id": "core_visual_effects_rationale_64"
    },
    {
      "label": "Render particle to frame.          Args:             frame: PIL Image to draw on",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/visual_effects.py",
      "source_location": "L68",
      "_origin": "ast",
      "community": 54,
      "norm_label": "render particle to frame.          args:             frame: pil image to draw on",
      "community_name": "Particle Physics System",
      "id": "core_visual_effects_rationale_68"
    },
    {
      "label": "Manages a collection of particles.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/visual_effects.py",
      "source_location": "L107",
      "_origin": "ast",
      "community": 54,
      "norm_label": "manages a collection of particles.",
      "community_name": "Particle Physics System",
      "id": "core_visual_effects_rationale_107"
    },
    {
      "label": "Initialize particle system.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/visual_effects.py",
      "source_location": "L110",
      "_origin": "ast",
      "community": 54,
      "norm_label": "initialize particle system.",
      "community_name": "Particle Physics System",
      "id": "core_visual_effects_rationale_110"
    },
    {
      "label": "Emit a burst of particles.          Args:             x, y: Emission position",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/visual_effects.py",
      "source_location": "L117",
      "_origin": "ast",
      "community": 54,
      "norm_label": "emit a burst of particles.          args:             x, y: emission position",
      "community_name": "Particle Physics System",
      "id": "core_visual_effects_rationale_117"
    },
    {
      "label": "Emit confetti particles (colorful, falling).          Args:             x, y: Em",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/visual_effects.py",
      "source_location": "L145",
      "_origin": "ast",
      "community": 54,
      "norm_label": "emit confetti particles (colorful, falling).          args:             x, y: em",
      "community_name": "Particle Physics System",
      "id": "core_visual_effects_rationale_145"
    },
    {
      "label": "Emit sparkle particles (twinkling stars).          Args:             x, y: Emiss",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/visual_effects.py",
      "source_location": "L172",
      "_origin": "ast",
      "community": 54,
      "norm_label": "emit sparkle particles (twinkling stars).          args:             x, y: emiss",
      "community_name": "Particle Physics System",
      "id": "core_visual_effects_rationale_172"
    },
    {
      "label": "Update all particles.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/visual_effects.py",
      "source_location": "L195",
      "_origin": "ast",
      "community": 54,
      "norm_label": "update all particles.",
      "community_name": "Particle Physics System",
      "id": "core_visual_effects_rationale_195"
    },
    {
      "label": "Render all particles to frame.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/visual_effects.py",
      "source_location": "L204",
      "_origin": "ast",
      "community": 54,
      "norm_label": "render all particles to frame.",
      "community_name": "Particle Physics System",
      "id": "core_visual_effects_rationale_204"
    },
    {
      "label": "Get number of active particles.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/visual_effects.py",
      "source_location": "L209",
      "_origin": "ast",
      "community": 54,
      "norm_label": "get number of active particles.",
      "community_name": "Particle Physics System",
      "id": "core_visual_effects_rationale_209"
    },
    {
      "label": "Add motion blur by blending with previous frame.      Args:         frame: Curre",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/visual_effects.py",
      "source_location": "L215",
      "_origin": "ast",
      "community": 97,
      "norm_label": "add motion blur by blending with previous frame.      args:         frame: curre",
      "community_name": "Visual Effects Engine",
      "id": "core_visual_effects_rationale_215"
    },
    {
      "label": "Create a bright flash effect at impact point.      Args:         frame: PIL Imag",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/visual_effects.py",
      "source_location": "L241",
      "_origin": "ast",
      "community": 97,
      "norm_label": "create a bright flash effect at impact point.      args:         frame: pil imag",
      "community_name": "Visual Effects Engine",
      "id": "core_visual_effects_rationale_241"
    },
    {
      "label": "Create expanding ring effects.      Args:         frame: PIL Image to draw on",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/visual_effects.py",
      "source_location": "L278",
      "_origin": "ast",
      "community": 97,
      "norm_label": "create expanding ring effects.      args:         frame: pil image to draw on",
      "community_name": "Visual Effects Engine",
      "id": "core_visual_effects_rationale_278"
    },
    {
      "label": "Create an explosion effect that expands and fades.      Args:         frame: PIL",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/visual_effects.py",
      "source_location": "L304",
      "_origin": "ast",
      "community": 97,
      "norm_label": "create an explosion effect that expands and fades.      args:         frame: pil",
      "community_name": "Visual Effects Engine",
      "id": "core_visual_effects_rationale_304"
    },
    {
      "label": "Add a glow effect to areas of a specific color.      Args:         frame: PIL Im",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/visual_effects.py",
      "source_location": "L343",
      "_origin": "ast",
      "community": 97,
      "norm_label": "add a glow effect to areas of a specific color.      args:         frame: pil im",
      "community_name": "Visual Effects Engine",
      "id": "core_visual_effects_rationale_343"
    },
    {
      "label": "Add drop shadow to an object.      Args:         frame: PIL Image         object",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/visual_effects.py",
      "source_location": "L377",
      "_origin": "ast",
      "community": 97,
      "norm_label": "add drop shadow to an object.      args:         frame: pil image         object",
      "community_name": "Visual Effects Engine",
      "id": "core_visual_effects_rationale_377"
    },
    {
      "label": "Create speed lines for motion effect.      Args:         frame: PIL Image to dra",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/visual_effects.py",
      "source_location": "L413",
      "_origin": "ast",
      "community": 97,
      "norm_label": "create speed lines for motion effect.      args:         frame: pil image to dra",
      "community_name": "Visual Effects Engine",
      "id": "core_visual_effects_rationale_413"
    },
    {
      "label": "Calculate screen shake offset for a frame.      Args:         intensity: Shake i",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/visual_effects.py",
      "source_location": "L456",
      "_origin": "ast",
      "community": 97,
      "norm_label": "calculate screen shake offset for a frame.      args:         intensity: shake i",
      "community_name": "Visual Effects Engine",
      "id": "core_visual_effects_rationale_456"
    },
    {
      "label": "Apply screen shake effect to entire frame.      Args:         frame: PIL Image",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/core/visual_effects.py",
      "source_location": "L475",
      "_origin": "ast",
      "community": 97,
      "norm_label": "apply screen shake effect to entire frame.      args:         frame: pil image",
      "community_name": "Visual Effects Engine",
      "id": "core_visual_effects_rationale_475"
    },
    {
      "label": "bounce.py",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/bounce.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 13,
      "norm_label": "bounce.py",
      "community_name": "Animation Easing Functions",
      "id": "templates_bounce"
    },
    {
      "label": "create_bounce_animation()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/bounce.py",
      "source_location": "L19",
      "_origin": "ast",
      "community": 209,
      "norm_label": "create_bounce_animation()",
      "community_name": "Bounce Animation Effects",
      "id": "templates_bounce_create_bounce_animation"
    },
    {
      "label": "Create frames for a bouncing animation.      Args:         object_type: 'circle'",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/bounce.py",
      "source_location": "L30",
      "_origin": "ast",
      "community": 209,
      "norm_label": "create frames for a bouncing animation.      args:         object_type: 'circle'",
      "community_name": "Bounce Animation Effects",
      "id": "templates_bounce_rationale_30"
    },
    {
      "label": "explode.py",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/explode.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 13,
      "norm_label": "explode.py",
      "community_name": "Animation Easing Functions",
      "id": "templates_explode"
    },
    {
      "label": "create_explode_animation()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/explode.py",
      "source_location": "L23",
      "_origin": "ast",
      "community": 15,
      "norm_label": "create_explode_animation()",
      "community_name": "Frame Animation Utilities",
      "id": "templates_explode_create_explode_animation"
    },
    {
      "label": "Image",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/explode.py",
      "source_location": "L23",
      "_origin": "ast",
      "community": 54,
      "norm_label": "image",
      "community_name": "Particle Physics System",
      "id": "example_skills_skills_main_slack_gif_creator_templates_explode_py_image"
    },
    {
      "label": "create_particle_burst()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/explode.py",
      "source_location": "L240",
      "_origin": "ast",
      "community": 54,
      "norm_label": "create_particle_burst()",
      "community_name": "Particle Physics System",
      "id": "templates_explode_create_particle_burst"
    },
    {
      "label": "Create explosion animation.      Args:         object_type: 'emoji', 'circle', '",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/explode.py",
      "source_location": "L35",
      "_origin": "ast",
      "community": 15,
      "norm_label": "create explosion animation.      args:         object_type: 'emoji', 'circle', '",
      "community_name": "Frame Animation Utilities",
      "id": "templates_explode_rationale_35"
    },
    {
      "label": "Create simple particle burst effect.      Args:         num_frames: Number of fr",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/explode.py",
      "source_location": "L249",
      "_origin": "ast",
      "community": 54,
      "norm_label": "create simple particle burst effect.      args:         num_frames: number of fr",
      "community_name": "Particle Physics System",
      "id": "templates_explode_rationale_249"
    },
    {
      "label": "fade.py",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/fade.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 15,
      "norm_label": "fade.py",
      "community_name": "Frame Animation Utilities",
      "id": "templates_fade"
    },
    {
      "label": "create_fade_animation()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/fade.py",
      "source_location": "L20",
      "_origin": "ast",
      "community": 15,
      "norm_label": "create_fade_animation()",
      "community_name": "Frame Animation Utilities",
      "id": "templates_fade_create_fade_animation"
    },
    {
      "label": "Image",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/fade.py",
      "source_location": "L20",
      "_origin": "ast",
      "community": 15,
      "norm_label": "image",
      "community_name": "Frame Animation Utilities",
      "id": "example_skills_skills_main_slack_gif_creator_templates_fade_py_image"
    },
    {
      "label": "apply_opacity()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/fade.py",
      "source_location": "L149",
      "_origin": "ast",
      "community": 15,
      "norm_label": "apply_opacity()",
      "community_name": "Frame Animation Utilities",
      "id": "templates_fade_apply_opacity"
    },
    {
      "label": "create_crossfade()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/fade.py",
      "source_location": "L175",
      "_origin": "ast",
      "community": 15,
      "norm_label": "create_crossfade()",
      "community_name": "Frame Animation Utilities",
      "id": "templates_fade_create_crossfade"
    },
    {
      "label": "create_fade_to_color()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/fade.py",
      "source_location": "L251",
      "_origin": "ast",
      "community": 15,
      "norm_label": "create_fade_to_color()",
      "community_name": "Frame Animation Utilities",
      "id": "templates_fade_create_fade_to_color"
    },
    {
      "label": "Create fade animation.      Args:         object_type: 'emoji', 'text', 'image'",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/fade.py",
      "source_location": "L31",
      "_origin": "ast",
      "community": 15,
      "norm_label": "create fade animation.      args:         object_type: 'emoji', 'text', 'image'",
      "community_name": "Frame Animation Utilities",
      "id": "templates_fade_rationale_31"
    },
    {
      "label": "Apply opacity to an RGBA image.      Args:         image: RGBA image         opa",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/fade.py",
      "source_location": "L150",
      "_origin": "ast",
      "community": 15,
      "norm_label": "apply opacity to an rgba image.      args:         image: rgba image         opa",
      "community_name": "Frame Animation Utilities",
      "id": "templates_fade_rationale_150"
    },
    {
      "label": "Crossfade between two objects.      Args:         object1_data: First object con",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/fade.py",
      "source_location": "L186",
      "_origin": "ast",
      "community": 15,
      "norm_label": "crossfade between two objects.      args:         object1_data: first object con",
      "community_name": "Frame Animation Utilities",
      "id": "templates_fade_rationale_186"
    },
    {
      "label": "Fade from one solid color to another.      Args:         start_color: Starting R",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/fade.py",
      "source_location": "L259",
      "_origin": "ast",
      "community": 15,
      "norm_label": "fade from one solid color to another.      args:         start_color: starting r",
      "community_name": "Frame Animation Utilities",
      "id": "templates_fade_rationale_259"
    },
    {
      "label": "flip.py",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/flip.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 13,
      "norm_label": "flip.py",
      "community_name": "Animation Easing Functions",
      "id": "templates_flip"
    },
    {
      "label": "create_flip_animation()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/flip.py",
      "source_location": "L20",
      "_origin": "ast",
      "community": 211,
      "norm_label": "create_flip_animation()",
      "community_name": "Flip Animation Effects",
      "id": "templates_flip_create_flip_animation"
    },
    {
      "label": "Image",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/flip.py",
      "source_location": "L20",
      "_origin": "ast",
      "community": 211,
      "norm_label": "image",
      "community_name": "Flip Animation Effects",
      "id": "example_skills_skills_main_slack_gif_creator_templates_flip_py_image"
    },
    {
      "label": "create_quick_flip()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/flip.py",
      "source_location": "L195",
      "_origin": "ast",
      "community": 211,
      "norm_label": "create_quick_flip()",
      "community_name": "Flip Animation Effects",
      "id": "templates_flip_create_quick_flip"
    },
    {
      "label": "create_nope_flip()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/flip.py",
      "source_location": "L227",
      "_origin": "ast",
      "community": 211,
      "norm_label": "create_nope_flip()",
      "community_name": "Flip Animation Effects",
      "id": "templates_flip_create_nope_flip"
    },
    {
      "label": "Create 3D-style flip animation.      Args:         object1_data: First object (f",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/flip.py",
      "source_location": "L32",
      "_origin": "ast",
      "community": 211,
      "norm_label": "create 3d-style flip animation.      args:         object1_data: first object (f",
      "community_name": "Flip Animation Effects",
      "id": "templates_flip_rationale_32"
    },
    {
      "label": "Create quick flip for emoji GIFs.      Args:         emoji_front: Front emoji",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/flip.py",
      "source_location": "L201",
      "_origin": "ast",
      "community": 211,
      "norm_label": "create quick flip for emoji gifs.      args:         emoji_front: front emoji",
      "community_name": "Flip Animation Effects",
      "id": "templates_flip_rationale_201"
    },
    {
      "label": "Create \"nope\" reaction flip (like flipping table).      Args:         num_frames",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/flip.py",
      "source_location": "L232",
      "_origin": "ast",
      "community": 211,
      "norm_label": "create \"nope\" reaction flip (like flipping table).      args:         num_frames",
      "community_name": "Flip Animation Effects",
      "id": "templates_flip_rationale_232"
    },
    {
      "label": "kaleidoscope.py",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/kaleidoscope.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 66,
      "norm_label": "kaleidoscope.py",
      "community_name": "Color Palette Utilities",
      "id": "templates_kaleidoscope"
    },
    {
      "label": "apply_kaleidoscope()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/kaleidoscope.py",
      "source_location": "L18",
      "_origin": "ast",
      "community": 66,
      "norm_label": "apply_kaleidoscope()",
      "community_name": "Color Palette Utilities",
      "id": "templates_kaleidoscope_apply_kaleidoscope"
    },
    {
      "label": "Image",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/kaleidoscope.py",
      "source_location": "L18",
      "_origin": "ast",
      "community": 66,
      "norm_label": "image",
      "community_name": "Color Palette Utilities",
      "id": "example_skills_skills_main_slack_gif_creator_templates_kaleidoscope_py_image"
    },
    {
      "label": "apply_simple_mirror()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/kaleidoscope.py",
      "source_location": "L86",
      "_origin": "ast",
      "community": 66,
      "norm_label": "apply_simple_mirror()",
      "community_name": "Color Palette Utilities",
      "id": "templates_kaleidoscope_apply_simple_mirror"
    },
    {
      "label": "create_kaleidoscope_animation()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/kaleidoscope.py",
      "source_location": "L140",
      "_origin": "ast",
      "community": 66,
      "norm_label": "create_kaleidoscope_animation()",
      "community_name": "Color Palette Utilities",
      "id": "templates_kaleidoscope_create_kaleidoscope_animation"
    },
    {
      "label": "Apply kaleidoscope effect by mirroring/rotating frame sections.      Args:",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/kaleidoscope.py",
      "source_location": "L20",
      "_origin": "ast",
      "community": 66,
      "norm_label": "apply kaleidoscope effect by mirroring/rotating frame sections.      args:",
      "community_name": "Color Palette Utilities",
      "id": "templates_kaleidoscope_rationale_20"
    },
    {
      "label": "Apply simple mirror effect (faster than full kaleidoscope).      Args:         f",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/kaleidoscope.py",
      "source_location": "L87",
      "_origin": "ast",
      "community": 66,
      "norm_label": "apply simple mirror effect (faster than full kaleidoscope).      args:         f",
      "community_name": "Color Palette Utilities",
      "id": "templates_kaleidoscope_rationale_87"
    },
    {
      "label": "Create animated kaleidoscope effect.      Args:         base_frame: Frame to app",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/kaleidoscope.py",
      "source_location": "L148",
      "_origin": "ast",
      "community": 66,
      "norm_label": "create animated kaleidoscope effect.      args:         base_frame: frame to app",
      "community_name": "Color Palette Utilities",
      "id": "templates_kaleidoscope_rationale_148"
    },
    {
      "label": "morph.py",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/morph.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 13,
      "norm_label": "morph.py",
      "community_name": "Animation Easing Functions",
      "id": "templates_morph"
    },
    {
      "label": "create_morph_animation()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/morph.py",
      "source_location": "L20",
      "_origin": "ast",
      "community": 15,
      "norm_label": "create_morph_animation()",
      "community_name": "Frame Animation Utilities",
      "id": "templates_morph_create_morph_animation"
    },
    {
      "label": "Image",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/morph.py",
      "source_location": "L20",
      "_origin": "ast",
      "community": 15,
      "norm_label": "image",
      "community_name": "Frame Animation Utilities",
      "id": "example_skills_skills_main_slack_gif_creator_templates_morph_py_image"
    },
    {
      "label": "create_reaction_morph()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/morph.py",
      "source_location": "L200",
      "_origin": "ast",
      "community": 15,
      "norm_label": "create_reaction_morph()",
      "community_name": "Frame Animation Utilities",
      "id": "templates_morph_create_reaction_morph"
    },
    {
      "label": "create_shape_morph()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/morph.py",
      "source_location": "L232",
      "_origin": "ast",
      "community": 15,
      "norm_label": "create_shape_morph()",
      "community_name": "Frame Animation Utilities",
      "id": "templates_morph_create_shape_morph"
    },
    {
      "label": "Create morphing animation between two objects.      Args:         object1_data:",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/morph.py",
      "source_location": "L32",
      "_origin": "ast",
      "community": 15,
      "norm_label": "create morphing animation between two objects.      args:         object1_data:",
      "community_name": "Frame Animation Utilities",
      "id": "templates_morph_rationale_32"
    },
    {
      "label": "Create quick emoji reaction morph (for emoji GIFs).      Args:         emoji_sta",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/morph.py",
      "source_location": "L206",
      "_origin": "ast",
      "community": 15,
      "norm_label": "create quick emoji reaction morph (for emoji gifs).      args:         emoji_sta",
      "community_name": "Frame Animation Utilities",
      "id": "templates_morph_rationale_206"
    },
    {
      "label": "Morph through a sequence of shapes.      Args:         shapes: List of shape dic",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/morph.py",
      "source_location": "L240",
      "_origin": "ast",
      "community": 15,
      "norm_label": "morph through a sequence of shapes.      args:         shapes: list of shape dic",
      "community_name": "Frame Animation Utilities",
      "id": "templates_morph_rationale_240"
    },
    {
      "label": "move.py",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/move.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 13,
      "norm_label": "move.py",
      "community_name": "Animation Easing Functions",
      "id": "templates_move"
    },
    {
      "label": "create_move_animation()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/move.py",
      "source_location": "L19",
      "_origin": "ast",
      "community": 15,
      "norm_label": "create_move_animation()",
      "community_name": "Frame Animation Utilities",
      "id": "templates_move_create_move_animation"
    },
    {
      "label": "create_path_from_points()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/move.py",
      "source_location": "L160",
      "_origin": "ast",
      "community": 13,
      "norm_label": "create_path_from_points()",
      "community_name": "Animation Easing Functions",
      "id": "templates_move_create_path_from_points"
    },
    {
      "label": "apply_trail_effect()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/move.py",
      "source_location": "L199",
      "_origin": "ast",
      "community": 13,
      "norm_label": "apply_trail_effect()",
      "community_name": "Animation Easing Functions",
      "id": "templates_move_apply_trail_effect"
    },
    {
      "label": "Create frames showing object moving along a path.      Args:         object_type",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/move.py",
      "source_location": "L32",
      "_origin": "ast",
      "community": 15,
      "norm_label": "create frames showing object moving along a path.      args:         object_type",
      "community_name": "Frame Animation Utilities",
      "id": "templates_move_rationale_32"
    },
    {
      "label": "Create a smooth path through multiple points.      Args:         points: List of",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/move.py",
      "source_location": "L163",
      "_origin": "ast",
      "community": 13,
      "norm_label": "create a smooth path through multiple points.      args:         points: list of",
      "community_name": "Animation Easing Functions",
      "id": "templates_move_rationale_163"
    },
    {
      "label": "Add motion trail effect to moving object.      Args:         frames: List of fra",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/move.py",
      "source_location": "L201",
      "_origin": "ast",
      "community": 13,
      "norm_label": "add motion trail effect to moving object.      args:         frames: list of fra",
      "community_name": "Animation Easing Functions",
      "id": "templates_move_rationale_201"
    },
    {
      "label": "pulse.py",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/pulse.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 13,
      "norm_label": "pulse.py",
      "community_name": "Animation Easing Functions",
      "id": "templates_pulse"
    },
    {
      "label": "create_pulse_animation()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/pulse.py",
      "source_location": "L20",
      "_origin": "ast",
      "community": 212,
      "norm_label": "create_pulse_animation()",
      "community_name": "Pulse Animation Effects",
      "id": "templates_pulse_create_pulse_animation"
    },
    {
      "label": "Image",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/pulse.py",
      "source_location": "L20",
      "_origin": "ast",
      "community": 212,
      "norm_label": "image",
      "community_name": "Pulse Animation Effects",
      "id": "example_skills_skills_main_slack_gif_creator_templates_pulse_py_image"
    },
    {
      "label": "create_attention_pulse()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/pulse.py",
      "source_location": "L156",
      "_origin": "ast",
      "community": 212,
      "norm_label": "create_attention_pulse()",
      "community_name": "Pulse Animation Effects",
      "id": "templates_pulse_create_attention_pulse"
    },
    {
      "label": "create_breathing_animation()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/pulse.py",
      "source_location": "L188",
      "_origin": "ast",
      "community": 212,
      "norm_label": "create_breathing_animation()",
      "community_name": "Pulse Animation Effects",
      "id": "templates_pulse_create_breathing_animation"
    },
    {
      "label": "Create pulsing/scaling animation.      Args:         object_type: 'emoji', 'circ",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/pulse.py",
      "source_location": "L32",
      "_origin": "ast",
      "community": 212,
      "norm_label": "create pulsing/scaling animation.      args:         object_type: 'emoji', 'circ",
      "community_name": "Pulse Animation Effects",
      "id": "templates_pulse_rationale_32"
    },
    {
      "label": "Create attention-grabbing pulse (good for emoji GIFs).      Args:         emoji:",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/pulse.py",
      "source_location": "L162",
      "_origin": "ast",
      "community": 212,
      "norm_label": "create attention-grabbing pulse (good for emoji gifs).      args:         emoji:",
      "community_name": "Pulse Animation Effects",
      "id": "templates_pulse_rationale_162"
    },
    {
      "label": "Create slow, calming breathing animation (in and out).      Args:         object",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/pulse.py",
      "source_location": "L198",
      "_origin": "ast",
      "community": 212,
      "norm_label": "create slow, calming breathing animation (in and out).      args:         object",
      "community_name": "Pulse Animation Effects",
      "id": "templates_pulse_rationale_198"
    },
    {
      "label": "shake.py",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/shake.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 13,
      "norm_label": "shake.py",
      "community_name": "Animation Easing Functions",
      "id": "templates_shake"
    },
    {
      "label": "create_shake_animation()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/shake.py",
      "source_location": "L19",
      "_origin": "ast",
      "community": 67,
      "norm_label": "create_shake_animation()",
      "community_name": "Vector Drawing Utilities",
      "id": "templates_shake_create_shake_animation"
    },
    {
      "label": "Create frames for a shaking animation.      Args:         object_type: 'circle',",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/shake.py",
      "source_location": "L31",
      "_origin": "ast",
      "community": 67,
      "norm_label": "create frames for a shaking animation.      args:         object_type: 'circle',",
      "community_name": "Vector Drawing Utilities",
      "id": "templates_shake_rationale_31"
    },
    {
      "label": "slide.py",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/slide.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 13,
      "norm_label": "slide.py",
      "community_name": "Animation Easing Functions",
      "id": "templates_slide"
    },
    {
      "label": "create_slide_animation()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/slide.py",
      "source_location": "L19",
      "_origin": "ast",
      "community": 15,
      "norm_label": "create_slide_animation()",
      "community_name": "Frame Animation Utilities",
      "id": "templates_slide_create_slide_animation"
    },
    {
      "label": "Image",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/slide.py",
      "source_location": "L19",
      "_origin": "ast",
      "community": 15,
      "norm_label": "image",
      "community_name": "Frame Animation Utilities",
      "id": "example_skills_skills_main_slack_gif_creator_templates_slide_py_image"
    },
    {
      "label": "create_multi_slide()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/slide.py",
      "source_location": "L140",
      "_origin": "ast",
      "community": 15,
      "norm_label": "create_multi_slide()",
      "community_name": "Frame Animation Utilities",
      "id": "templates_slide_create_multi_slide"
    },
    {
      "label": "Create animation with multiple objects sliding in sequence.      Args:         o",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/slide.py",
      "source_location": "L148",
      "_origin": "ast",
      "community": 15,
      "norm_label": "create animation with multiple objects sliding in sequence.      args:         o",
      "community_name": "Frame Animation Utilities",
      "id": "templates_slide_rationale_148"
    },
    {
      "label": "spin.py",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/spin.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 13,
      "norm_label": "spin.py",
      "community_name": "Animation Easing Functions",
      "id": "templates_spin"
    },
    {
      "label": "create_spin_animation()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/spin.py",
      "source_location": "L20",
      "_origin": "ast",
      "community": 15,
      "norm_label": "create_spin_animation()",
      "community_name": "Frame Animation Utilities",
      "id": "templates_spin_create_spin_animation"
    },
    {
      "label": "Image",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/spin.py",
      "source_location": "L20",
      "_origin": "ast",
      "community": 15,
      "norm_label": "image",
      "community_name": "Frame Animation Utilities",
      "id": "example_skills_skills_main_slack_gif_creator_templates_spin_py_image"
    },
    {
      "label": "create_loading_spinner()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/spin.py",
      "source_location": "L149",
      "_origin": "ast",
      "community": 15,
      "norm_label": "create_loading_spinner()",
      "community_name": "Frame Animation Utilities",
      "id": "templates_spin_create_loading_spinner"
    },
    {
      "label": "Create spinning/rotating animation.      Args:         object_type: 'emoji', 'im",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/spin.py",
      "source_location": "L32",
      "_origin": "ast",
      "community": 15,
      "norm_label": "create spinning/rotating animation.      args:         object_type: 'emoji', 'im",
      "community_name": "Frame Animation Utilities",
      "id": "templates_spin_rationale_32"
    },
    {
      "label": "Create a loading spinner animation.      Args:         num_frames: Number of fra",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/spin.py",
      "source_location": "L158",
      "_origin": "ast",
      "community": 15,
      "norm_label": "create a loading spinner animation.      args:         num_frames: number of fra",
      "community_name": "Frame Animation Utilities",
      "id": "templates_spin_rationale_158"
    },
    {
      "label": "wiggle.py",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/wiggle.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 13,
      "norm_label": "wiggle.py",
      "community_name": "Animation Easing Functions",
      "id": "templates_wiggle"
    },
    {
      "label": "create_wiggle_animation()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/wiggle.py",
      "source_location": "L20",
      "_origin": "ast",
      "community": 231,
      "norm_label": "create_wiggle_animation()",
      "community_name": "Wiggle Animation Effects",
      "id": "templates_wiggle_create_wiggle_animation"
    },
    {
      "label": "Image",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/wiggle.py",
      "source_location": "L20",
      "_origin": "ast",
      "community": 231,
      "norm_label": "image",
      "community_name": "Wiggle Animation Effects",
      "id": "example_skills_skills_main_slack_gif_creator_templates_wiggle_py_image"
    },
    {
      "label": "create_excited_wiggle()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/wiggle.py",
      "source_location": "L233",
      "_origin": "ast",
      "community": 231,
      "norm_label": "create_excited_wiggle()",
      "community_name": "Wiggle Animation Effects",
      "id": "templates_wiggle_create_excited_wiggle"
    },
    {
      "label": "Create wiggle/wobble animation.      Args:         object_type: 'emoji', 'text'",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/wiggle.py",
      "source_location": "L32",
      "_origin": "ast",
      "community": 231,
      "norm_label": "create wiggle/wobble animation.      args:         object_type: 'emoji', 'text'",
      "community_name": "Wiggle Animation Effects",
      "id": "templates_wiggle_rationale_32"
    },
    {
      "label": "Create excited wiggle for emoji GIFs.      Args:         emoji: Emoji to wiggle",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/wiggle.py",
      "source_location": "L238",
      "_origin": "ast",
      "community": 231,
      "norm_label": "create excited wiggle for emoji gifs.      args:         emoji: emoji to wiggle",
      "community_name": "Wiggle Animation Effects",
      "id": "templates_wiggle_rationale_238"
    },
    {
      "label": "zoom.py",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/zoom.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 13,
      "norm_label": "zoom.py",
      "community_name": "Animation Easing Functions",
      "id": "templates_zoom"
    },
    {
      "label": "create_zoom_animation()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/zoom.py",
      "source_location": "L20",
      "_origin": "ast",
      "community": 15,
      "norm_label": "create_zoom_animation()",
      "community_name": "Frame Animation Utilities",
      "id": "templates_zoom_create_zoom_animation"
    },
    {
      "label": "Image",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/zoom.py",
      "source_location": "L20",
      "_origin": "ast",
      "community": 15,
      "norm_label": "image",
      "community_name": "Frame Animation Utilities",
      "id": "example_skills_skills_main_slack_gif_creator_templates_zoom_py_image"
    },
    {
      "label": "create_explosion_zoom()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/zoom.py",
      "source_location": "L151",
      "_origin": "ast",
      "community": 15,
      "norm_label": "create_explosion_zoom()",
      "community_name": "Frame Animation Utilities",
      "id": "templates_zoom_create_explosion_zoom"
    },
    {
      "label": "create_mind_blown_zoom()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/zoom.py",
      "source_location": "L221",
      "_origin": "ast",
      "community": 15,
      "norm_label": "create_mind_blown_zoom()",
      "community_name": "Frame Animation Utilities",
      "id": "templates_zoom_create_mind_blown_zoom"
    },
    {
      "label": "Create zoom animation.      Args:         object_type: 'emoji', 'text', 'image'",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/zoom.py",
      "source_location": "L33",
      "_origin": "ast",
      "community": 15,
      "norm_label": "create zoom animation.      args:         object_type: 'emoji', 'text', 'image'",
      "community_name": "Frame Animation Utilities",
      "id": "templates_zoom_rationale_33"
    },
    {
      "label": "Create dramatic explosion zoom effect.      Args:         emoji: Emoji to explod",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/zoom.py",
      "source_location": "L158",
      "_origin": "ast",
      "community": 15,
      "norm_label": "create dramatic explosion zoom effect.      args:         emoji: emoji to explod",
      "community_name": "Frame Animation Utilities",
      "id": "templates_zoom_rationale_158"
    },
    {
      "label": "Create \"mind blown\" dramatic zoom with shake.      Args:         emoji: Emoji to",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/slack-gif-creator/templates/zoom.py",
      "source_location": "L228",
      "_origin": "ast",
      "community": 15,
      "norm_label": "create \"mind blown\" dramatic zoom with shake.      args:         emoji: emoji to",
      "community_name": "Frame Animation Utilities",
      "id": "templates_zoom_rationale_228"
    },
    {
      "label": "console_logging.py",
      "file_type": "code",
      "source_file": "example-skills/skills-main/webapp-testing/examples/console_logging.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 280,
      "norm_label": "console_logging.py",
      "community_name": "Console Logging Utilities",
      "id": "examples_console_logging"
    },
    {
      "label": "handle_console_message()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/webapp-testing/examples/console_logging.py",
      "source_location": "L14",
      "_origin": "ast",
      "community": 280,
      "norm_label": "handle_console_message()",
      "community_name": "Console Logging Utilities",
      "id": "examples_console_logging_handle_console_message"
    },
    {
      "label": "element_discovery.py",
      "file_type": "code",
      "source_file": "example-skills/skills-main/webapp-testing/examples/element_discovery.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 319,
      "norm_label": "element_discovery.py",
      "community_name": "Web Element Discovery",
      "id": "examples_element_discovery"
    },
    {
      "label": "static_html_automation.py",
      "file_type": "code",
      "source_file": "example-skills/skills-main/webapp-testing/examples/static_html_automation.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 320,
      "norm_label": "static_html_automation.py",
      "community_name": "Static HTML Automation",
      "id": "examples_static_html_automation"
    },
    {
      "label": "with_server.py",
      "file_type": "code",
      "source_file": "example-skills/skills-main/webapp-testing/scripts/with_server.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 237,
      "norm_label": "with_server.py",
      "community_name": "Server Readiness Testing",
      "id": "scripts_with_server"
    },
    {
      "label": "is_server_ready()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/webapp-testing/scripts/with_server.py",
      "source_location": "L23",
      "_origin": "ast",
      "community": 237,
      "norm_label": "is_server_ready()",
      "community_name": "Server Readiness Testing",
      "id": "scripts_with_server_is_server_ready"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "example-skills/skills-main/webapp-testing/scripts/with_server.py",
      "source_location": "L35",
      "_origin": "ast",
      "community": 237,
      "norm_label": "main()",
      "community_name": "Server Readiness Testing",
      "id": "scripts_with_server_main"
    },
    {
      "label": "Wait for server to be ready by polling the port.",
      "file_type": "rationale",
      "source_file": "example-skills/skills-main/webapp-testing/scripts/with_server.py",
      "source_location": "L24",
      "_origin": "ast",
      "community": 237,
      "norm_label": "wait for server to be ready by polling the port.",
      "community_name": "Server Readiness Testing",
      "id": "scripts_with_server_rationale_24"
    },
    {
      "label": "migrate-skill-structure.py",
      "file_type": "code",
      "source_file": "scripts/migrate-skill-structure.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 159,
      "norm_label": "migrate-skill-structure.py",
      "community_name": "Skill Structure Migration",
      "id": "scripts_migrate_skill_structure"
    },
    {
      "label": "find_skill_files()",
      "file_type": "code",
      "source_file": "scripts/migrate-skill-structure.py",
      "source_location": "L23",
      "_origin": "ast",
      "community": 159,
      "norm_label": "find_skill_files()",
      "community_name": "Skill Structure Migration",
      "id": "scripts_migrate_skill_structure_find_skill_files"
    },
    {
      "label": "Path",
      "file_type": "code",
      "source_file": "scripts/migrate-skill-structure.py",
      "source_location": "L23",
      "_origin": "ast",
      "community": 159,
      "norm_label": "path",
      "community_name": "Skill Structure Migration",
      "id": "scripts_migrate_skill_structure_py_path"
    },
    {
      "label": "parse_frontmatter()",
      "file_type": "code",
      "source_file": "scripts/migrate-skill-structure.py",
      "source_location": "L36",
      "_origin": "ast",
      "community": 159,
      "norm_label": "parse_frontmatter()",
      "community_name": "Skill Structure Migration",
      "id": "scripts_migrate_skill_structure_parse_frontmatter"
    },
    {
      "label": "generate_skill_yaml()",
      "file_type": "code",
      "source_file": "scripts/migrate-skill-structure.py",
      "source_location": "L59",
      "_origin": "ast",
      "community": 159,
      "norm_label": "generate_skill_yaml()",
      "community_name": "Skill Structure Migration",
      "id": "scripts_migrate_skill_structure_generate_skill_yaml"
    },
    {
      "label": "get_tool_stubs()",
      "file_type": "code",
      "source_file": "scripts/migrate-skill-structure.py",
      "source_location": "L106",
      "_origin": "ast",
      "community": 159,
      "norm_label": "get_tool_stubs()",
      "community_name": "Skill Structure Migration",
      "id": "scripts_migrate_skill_structure_get_tool_stubs"
    },
    {
      "label": "migrate_skill()",
      "file_type": "code",
      "source_file": "scripts/migrate-skill-structure.py",
      "source_location": "L183",
      "_origin": "ast",
      "community": 159,
      "norm_label": "migrate_skill()",
      "community_name": "Skill Structure Migration",
      "id": "scripts_migrate_skill_structure_migrate_skill"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "scripts/migrate-skill-structure.py",
      "source_location": "L257",
      "_origin": "ast",
      "community": 159,
      "norm_label": "main()",
      "community_name": "Skill Structure Migration",
      "id": "scripts_migrate_skill_structure_main"
    },
    {
      "label": "Find all desktop/SKILL.md files.",
      "file_type": "rationale",
      "source_file": "scripts/migrate-skill-structure.py",
      "source_location": "L24",
      "_origin": "ast",
      "community": 159,
      "norm_label": "find all desktop/skill.md files.",
      "community_name": "Skill Structure Migration",
      "id": "scripts_migrate_skill_structure_rationale_24"
    },
    {
      "label": "Parse YAML frontmatter from content.     Returns (frontmatter_dict, remaining_co",
      "file_type": "rationale",
      "source_file": "scripts/migrate-skill-structure.py",
      "source_location": "L37",
      "_origin": "ast",
      "community": 159,
      "norm_label": "parse yaml frontmatter from content.     returns (frontmatter_dict, remaining_co",
      "community_name": "Skill Structure Migration",
      "id": "scripts_migrate_skill_structure_rationale_37"
    },
    {
      "label": "Generate skill.yaml content from frontmatter.",
      "file_type": "rationale",
      "source_file": "scripts/migrate-skill-structure.py",
      "source_location": "L60",
      "_origin": "ast",
      "community": 159,
      "norm_label": "generate skill.yaml content from frontmatter.",
      "community_name": "Skill Structure Migration",
      "id": "scripts_migrate_skill_structure_rationale_60"
    },
    {
      "label": "Determine which tool stub files to create based on allowed-tools.     Returns di",
      "file_type": "rationale",
      "source_file": "scripts/migrate-skill-structure.py",
      "source_location": "L107",
      "_origin": "ast",
      "community": 159,
      "norm_label": "determine which tool stub files to create based on allowed-tools.     returns di",
      "community_name": "Skill Structure Migration",
      "id": "scripts_migrate_skill_structure_rationale_107"
    },
    {
      "label": "Migrate a single SKILL.md file.     Returns status dict.",
      "file_type": "rationale",
      "source_file": "scripts/migrate-skill-structure.py",
      "source_location": "L184",
      "_origin": "ast",
      "community": 159,
      "norm_label": "migrate a single skill.md file.     returns status dict.",
      "community_name": "Skill Structure Migration",
      "id": "scripts_migrate_skill_structure_rationale_184"
    },
    {
      "label": "migrate_skill_root.py",
      "file_type": "code",
      "source_file": "scripts/migrate_skill_root.py",
      "source_location": "L1",
      "_origin": "ast",
      "community": 145,
      "norm_label": "migrate_skill_root.py",
      "community_name": "Skill Root Migration",
      "id": "scripts_migrate_skill_root"
    },
    {
      "label": "skill_name()",
      "file_type": "code",
      "source_file": "scripts/migrate_skill_root.py",
      "source_location": "L33",
      "_origin": "ast",
      "community": 145,
      "norm_label": "skill_name()",
      "community_name": "Skill Root Migration",
      "id": "scripts_migrate_skill_root_skill_name"
    },
    {
      "label": "is_skill_dir()",
      "file_type": "code",
      "source_file": "scripts/migrate_skill_root.py",
      "source_location": "L38",
      "_origin": "ast",
      "community": 145,
      "norm_label": "is_skill_dir()",
      "community_name": "Skill Root Migration",
      "id": "scripts_migrate_skill_root_is_skill_dir"
    },
    {
      "label": "find_source()",
      "file_type": "code",
      "source_file": "scripts/migrate_skill_root.py",
      "source_location": "L46",
      "_origin": "ast",
      "community": 145,
      "norm_label": "find_source()",
      "community_name": "Skill Root Migration",
      "id": "scripts_migrate_skill_root_find_source"
    },
    {
      "label": "discover_skill_dirs()",
      "file_type": "code",
      "source_file": "scripts/migrate_skill_root.py",
      "source_location": "L54",
      "_origin": "ast",
      "community": 145,
      "norm_label": "discover_skill_dirs()",
      "community_name": "Skill Root Migration",
      "id": "scripts_migrate_skill_root_discover_skill_dirs"
    },
    {
      "label": "set_name()",
      "file_type": "code",
      "source_file": "scripts/migrate_skill_root.py",
      "source_location": "L69",
      "_origin": "ast",
      "community": 145,
      "norm_label": "set_name()",
      "community_name": "Skill Root Migration",
      "id": "scripts_migrate_skill_root_set_name"
    },
    {
      "label": "build_root_skill()",
      "file_type": "code",
      "source_file": "scripts/migrate_skill_root.py",
      "source_location": "L76",
      "_origin": "ast",
      "community": 145,
      "norm_label": "build_root_skill()",
      "community_name": "Skill Root Migration",
      "id": "scripts_migrate_skill_root_build_root_skill"
    },
    {
      "label": "main()",
      "file_type": "code",
      "source_file": "scripts/migrate_skill_root.py",
      "source_location": "L96",
      "_origin": "ast",
      "community": 145,
      "norm_label": "main()",
      "community_name": "Skill Root Migration",
      "id": "scripts_migrate_skill_root_main"
    },
    {
      "label": "Skill `name:` = directory name without its NN- ordering prefix.",
      "file_type": "rationale",
      "source_file": "scripts/migrate_skill_root.py",
      "source_location": "L34",
      "_origin": "ast",
      "community": 145,
      "norm_label": "skill `name:` = directory name without its nn- ordering prefix.",
      "community_name": "Skill Root Migration",
      "id": "scripts_migrate_skill_root_rationale_34"
    },
    {
      "label": "A skill dir is a real skill, not shared infra.",
      "file_type": "rationale",
      "source_file": "scripts/migrate_skill_root.py",
      "source_location": "L39",
      "_origin": "ast",
      "community": 145,
      "norm_label": "a skill dir is a real skill, not shared infra.",
      "community_name": "Skill Root Migration",
      "id": "scripts_migrate_skill_root_rationale_39"
    },
    {
      "label": "Existing directive to copy from, by priority.",
      "file_type": "rationale",
      "source_file": "scripts/migrate_skill_root.py",
      "source_location": "L47",
      "_origin": "ast",
      "community": 145,
      "norm_label": "existing directive to copy from, by priority.",
      "community_name": "Skill Root Migration",
      "id": "scripts_migrate_skill_root_rationale_47"
    },
    {
      "label": "Top-level skill dirs PLUS any nested dir that has a desktop/ or code/ SKILL.md",
      "file_type": "rationale",
      "source_file": "scripts/migrate_skill_root.py",
      "source_location": "L55",
      "_origin": "ast",
      "community": 145,
      "norm_label": "top-level skill dirs plus any nested dir that has a desktop/ or code/ skill.md",
      "community_name": "Skill Root Migration",
      "id": "scripts_migrate_skill_root_rationale_55"
    },
    {
      "label": "Replace the single-line `name:` value (or prepend one) with `name`.",
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