Andrew Yim
e1f4d75dc2
Indexed 869 skill docs + 6 images (excl. 73 redundant .claude/commands mirrors) using Gemini 3.1 Pro (~1.3M in / 301k out tokens, ~$6.23 - no Claude tokens): +1552 nodes, +1308 edges, 61 doc<->code cross-links, 500 new doc communities labeled by skill. Every skill's docs/specs are now queryable; prior graph was code-only. Extraction offloaded to Gemini via graphify's OpenAI-compatible backend. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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"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": 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"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", 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"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": 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"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.", 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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": 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"scripts_validate_schema_wrapper_to_entry"}, {"label": "_load_jsonl()", "file_type": "code", "source_file": "custom-skills/16-seo-schema-validator/scripts/validate_schema.py", "source_location": "L227", "_origin": "ast", "community": 4, "norm_label": "_load_jsonl()", "community_name": "Knowledge Graph Construction", "id": "scripts_validate_schema_load_jsonl"}, {"label": "_load_json()", "file_type": "code", "source_file": "custom-skills/16-seo-schema-validator/scripts/validate_schema.py", "source_location": "L252", "_origin": "ast", "community": 4, "norm_label": "_load_json()", "community_name": "Knowledge Graph Construction", "id": "scripts_validate_schema_load_json"}, {"label": "_load_dir()", "file_type": "code", "source_file": "custom-skills/16-seo-schema-validator/scripts/validate_schema.py", "source_location": "L281", "_origin": "ast", "community": 4, "norm_label": "_load_dir()", "community_name": "Knowledge Graph Construction", "id": "scripts_validate_schema_load_dir"}, {"label": "_load_live()", "file_type": "code", "source_file": "custom-skills/16-seo-schema-validator/scripts/validate_schema.py", "source_location": "L293", "_origin": "ast", "community": 4, "norm_label": "_load_live()", "community_name": "Knowledge Graph Construction", "id": "scripts_validate_schema_load_live"}, {"label": "load_entries()", "file_type": "code", "source_file": "custom-skills/16-seo-schema-validator/scripts/validate_schema.py", "source_location": "L322", "_origin": "ast", "community": 4, "norm_label": "load_entries()", "community_name": "Knowledge Graph Construction", "id": "scripts_validate_schema_load_entries"}, {"label": "type_of()", "file_type": "code", "source_file": "custom-skills/16-seo-schema-validator/scripts/validate_schema.py", "source_location": "L343", "_origin": "ast", "community": 4, "norm_label": "type_of()", "community_name": "Knowledge Graph Construction", "id": "scripts_validate_schema_type_of"}, {"label": "iter_typed_nodes()", "file_type": "code", "source_file": "custom-skills/16-seo-schema-validator/scripts/validate_schema.py", "source_location": "L351", "_origin": "ast", "community": 4, "norm_label": "iter_typed_nodes()", "community_name": "Knowledge Graph Construction", "id": "scripts_validate_schema_iter_typed_nodes"}, {"label": "all_strings()", "file_type": "code", "source_file": "custom-skills/16-seo-schema-validator/scripts/validate_schema.py", "source_location": "L373", "_origin": "ast", "community": 4, "norm_label": "all_strings()", "community_name": "Knowledge Graph Construction", "id": "scripts_validate_schema_all_strings"}, {"label": "normalize_name()", "file_type": "code", "source_file": "custom-skills/16-seo-schema-validator/scripts/validate_schema.py", "source_location": "L386", "_origin": "ast", "community": 4, "norm_label": "normalize_name()", "community_name": "Knowledge Graph Construction", "id": "scripts_validate_schema_normalize_name"}, {"label": "first_text()", "file_type": "code", "source_file": "custom-skills/16-seo-schema-validator/scripts/validate_schema.py", "source_location": "L390", "_origin": "ast", "community": 4, "norm_label": "first_text()", "community_name": "Knowledge Graph Construction", "id": "scripts_validate_schema_first_text"}, {"label": "load_url_inventory()", "file_type": "code", "source_file": "custom-skills/16-seo-schema-validator/scripts/validate_schema.py", "source_location": "L402", "_origin": "ast", "community": 4, "norm_label": "load_url_inventory()", "community_name": "Knowledge Graph Construction", "id": "scripts_validate_schema_load_url_inventory"}, {"label": "layer0_coverage()", "file_type": "code", "source_file": "custom-skills/16-seo-schema-validator/scripts/validate_schema.py", "source_location": "L428", "_origin": "ast", "community": 4, "norm_label": "layer0_coverage()", "community_name": "Knowledge Graph Construction", "id": "scripts_validate_schema_layer0_coverage"}, {"label": "layer1_syntax()", "file_type": "code", "source_file": "custom-skills/16-seo-schema-validator/scripts/validate_schema.py", "source_location": "L444", "_origin": "ast", "community": 4, "norm_label": "layer1_syntax()", "community_name": "Knowledge Graph Construction", "id": "scripts_validate_schema_layer1_syntax"}, {"label": "_check_value_formats()", "file_type": "code", "source_file": "custom-skills/16-seo-schema-validator/scripts/validate_schema.py", "source_location": "L495", "_origin": "ast", "community": 4, "norm_label": "_check_value_formats()", "community_name": "Knowledge Graph Construction", "id": "scripts_validate_schema_check_value_formats"}, {"label": "layer2_vocabulary()", "file_type": "code", "source_file": "custom-skills/16-seo-schema-validator/scripts/validate_schema.py", "source_location": "L540", "_origin": "ast", "community": 4, "norm_label": "layer2_vocabulary()", "community_name": "Knowledge Graph Construction", "id": "scripts_validate_schema_layer2_vocabulary"}, {"label": "layer3_richresult()", "file_type": "code", "source_file": "custom-skills/16-seo-schema-validator/scripts/validate_schema.py", "source_location": "L572", "_origin": "ast", "community": 4, "norm_label": "layer3_richresult()", "community_name": "Knowledge Graph Construction", "id": "scripts_validate_schema_layer3_richresult"}, {"label": "_address_street()", "file_type": "code", "source_file": "custom-skills/16-seo-schema-validator/scripts/validate_schema.py", "source_location": "L601", "_origin": "ast", "community": 4, "norm_label": "_address_street()", "community_name": "Knowledge Graph Construction", "id": "scripts_validate_schema_address_street"}, {"label": "_address_locality()", "file_type": "code", "source_file": "custom-skills/16-seo-schema-validator/scripts/validate_schema.py", "source_location": "L610", "_origin": "ast", "community": 4, "norm_label": "_address_locality()", "community_name": "Knowledge Graph Construction", "id": "scripts_validate_schema_address_locality"}, {"label": "_walk_ids()", "file_type": "code", "source_file": "custom-skills/16-seo-schema-validator/scripts/validate_schema.py", "source_location": "L620", "_origin": "ast", "community": 4, "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). 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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. 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"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": 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"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. 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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 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".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": 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"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": 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"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": 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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": 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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": 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"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", 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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", 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"test_rerank_respects_limit()", "file_type": "code", "source_file": "custom-skills/31-notion-organizer/code/scripts/test_notion_search.py", "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()", "file_type": "code", "source_file": "custom-skills/31-notion-organizer/code/scripts/test_notion_search.py", "source_location": "L430", "_origin": "ast", "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"}, {"label": "test_rerank_falls_back_on_llm_exception()", "file_type": "code", "source_file": "custom-skills/31-notion-organizer/code/scripts/test_notion_search.py", "source_location": "L446", "_origin": "ast", "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"}, {"label": "test_pipeline_search_returns_json_serializable_results()", "file_type": "code", "source_file": "custom-skills/31-notion-organizer/code/scripts/test_notion_search.py", "source_location": "L460", "_origin": "ast", "community": 1, "norm_label": "test_pipeline_search_returns_json_serializable_results()", "community_name": "Notion Search Mocking", "id": "scripts_test_notion_search_test_pipeline_search_returns_json_serializable_results"}, {"label": "test_pipeline_no_rerank_skips_llm()", "file_type": "code", "source_file": "custom-skills/31-notion-organizer/code/scripts/test_notion_search.py", "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()", "file_type": "code", "source_file": "custom-skills/31-notion-organizer/code/scripts/test_notion_search.py", "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()", "file_type": "code", "source_file": "custom-skills/31-notion-organizer/code/scripts/test_notion_search.py", "source_location": "L559", "_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"}, {"label": "run_all()", "file_type": "code", "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 → 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 → 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 ≤ 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 ≤ max_variants.", "community_name": "Notion Search Mocking", "id": "scripts_test_notion_search_rationale_137"}, {"label": "LLM returns prose instead of JSON → 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 → fall back to [original].", "community_name": "Notion Search Mocking", "id": "scripts_test_notion_search_rationale_147"}, {"label": "LLM raises → 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 → 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 → 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 → 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 → 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 → title and properties extracted.", "community_name": "Notion Search Mocking", "id": "scripts_test_notion_search_rationale_265"}, {"label": "First paragraph block → 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 → excerpt (200-char max).", "community_name": "Notion Search Mocking", "id": "scripts_test_notion_search_rationale_299"}, {"label": "Page leads with image/table only → 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 → 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' — must survive the filte", "file_type": "rationale", "source_file": 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"community_name": "Notion Search Mocking", "id": "scripts_test_notion_search_rationale_412"}, {"label": "Non-JSON response → 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 → return candidates in input order, unranked (no scores).", "community_name": "Notion Search Mocking", "id": "scripts_test_notion_search_rationale_431"}, {"label": "LLM raises → 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 → 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 → 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 → results have null relevance, no rerank llm call.", "community_name": "Notion Search Mocking", "id": "scripts_test_notion_search_rationale_506"}, {"label": "--no-expand → 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", 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Outp", "file_type": "rationale", "source_file": "custom-skills/90-reference-curator/04-content-distiller/code/scripts/distiller.py", "source_location": "L177", "_origin": "ast", "community": 0, "norm_label": "load existing distilled content + review feedback for re-distillation. outp", "community_name": "Database Session Management", "id": "scripts_distiller_rationale_177"}, {"label": "Show details of a distilled content record.", "file_type": "rationale", "source_file": "custom-skills/90-reference-curator/04-content-distiller/code/scripts/distiller.py", "source_location": "L238", "_origin": "ast", "community": 0, "norm_label": "show details of a distilled content record.", "community_name": "Database Session Management", "id": "scripts_distiller_rationale_238"}, {"label": "reviewer.py", "file_type": "code", "source_file": "custom-skills/90-reference-curator/05-quality-reviewer/code/scripts/reviewer.py", "source_location": "L1", "_origin": "ast", "community": 57, "norm_label": "reviewer.py", "community_name": "Gemini Content Evaluator", "id": "scripts_reviewer"}, {"label": "cli()", "file_type": "code", "source_file": "custom-skills/90-reference-curator/05-quality-reviewer/code/scripts/reviewer.py", "source_location": "L39", "_origin": "ast", "community": 57, "norm_label": "cli()", "community_name": "Gemini Content Evaluator", "id": "scripts_reviewer_cli"}, {"label": "load_pending()", "file_type": "code", "source_file": "custom-skills/90-reference-curator/05-quality-reviewer/code/scripts/reviewer.py", "source_location": "L47", "_origin": "ast", "community": 57, "norm_label": "load_pending()", "community_name": "Gemini Content Evaluator", "id": "scripts_reviewer_load_pending"}, {"label": "calculate_score()", "file_type": "code", "source_file": "custom-skills/90-reference-curator/05-quality-reviewer/code/scripts/reviewer.py", "source_location": "L88", "_origin": "ast", "community": 57, "norm_label": "calculate_score()", "community_name": "Gemini Content Evaluator", "id": "scripts_reviewer_calculate_score"}, {"label": "route()", "file_type": "code", "source_file": "custom-skills/90-reference-curator/05-quality-reviewer/code/scripts/reviewer.py", "source_location": "L128", "_origin": "ast", "community": 57, "norm_label": "route()", "community_name": "Gemini Content Evaluator", "id": "scripts_reviewer_route"}, {"label": "log_review()", "file_type": "code", "source_file": "custom-skills/90-reference-curator/05-quality-reviewer/code/scripts/reviewer.py", "source_location": "L168", "_origin": "ast", "community": 57, "norm_label": "log_review()", "community_name": "Gemini Content Evaluator", "id": "scripts_reviewer_log_review"}, {"label": "history()", "file_type": "code", "source_file": "custom-skills/90-reference-curator/05-quality-reviewer/code/scripts/reviewer.py", "source_location": "L220", "_origin": "ast", "community": 57, "norm_label": "history()", "community_name": "Gemini Content Evaluator", "id": "scripts_reviewer_history"}, {"label": "gemini_evaluate()", "file_type": "code", "source_file": "custom-skills/90-reference-curator/05-quality-reviewer/code/scripts/reviewer.py", "source_location": "L260", "_origin": "ast", "community": 57, "norm_label": "gemini_evaluate()", "community_name": "Gemini Content Evaluator", "id": "scripts_reviewer_gemini_evaluate"}, {"label": "gemini_evaluate_pending()", "file_type": "code", "source_file": "custom-skills/90-reference-curator/05-quality-reviewer/code/scripts/reviewer.py", "source_location": "L348", "_origin": "ast", "community": 57, "norm_label": "gemini_evaluate_pending()", "community_name": "Gemini Content Evaluator", "id": "scripts_reviewer_gemini_evaluate_pending"}, {"label": "_route_score()", "file_type": "code", "source_file": "custom-skills/90-reference-curator/05-quality-reviewer/code/scripts/reviewer.py", "source_location": "L423", "_origin": "ast", "community": 57, "norm_label": "_route_score()", "community_name": "Gemini Content Evaluator", "id": "scripts_reviewer_route_score"}, {"label": "Quality Reviewer — scoring, routing, and review logging.", "file_type": "rationale", "source_file": "custom-skills/90-reference-curator/05-quality-reviewer/code/scripts/reviewer.py", "source_location": "L40", "_origin": "ast", "community": 57, "norm_label": "quality reviewer — scoring, routing, and review logging.", "community_name": "Gemini Content Evaluator", "id": "scripts_reviewer_rationale_40"}, {"label": "Load distilled content pending quality review.", "file_type": "rationale", "source_file": "custom-skills/90-reference-curator/05-quality-reviewer/code/scripts/reviewer.py", "source_location": "L48", "_origin": "ast", "community": 57, "norm_label": "load distilled content pending quality review.", "community_name": "Gemini Content Evaluator", "id": "scripts_reviewer_rationale_48"}, {"label": "Calculate weighted quality score from assessment criteria. Input JSON forma", "file_type": "rationale", "source_file": "custom-skills/90-reference-curator/05-quality-reviewer/code/scripts/reviewer.py", "source_location": "L89", "_origin": "ast", "community": 57, "norm_label": "calculate weighted quality score from assessment criteria. input json forma", "community_name": "Gemini Content Evaluator", "id": "scripts_reviewer_rationale_89"}, {"label": "Route a quality score to a decision. Thresholds: >= 0.85 → approve", "file_type": "rationale", "source_file": "custom-skills/90-reference-curator/05-quality-reviewer/code/scripts/reviewer.py", "source_location": "L129", "_origin": "ast", "community": 57, "norm_label": "route a quality score to a decision. thresholds: >= 0.85 → approve", "community_name": "Gemini Content Evaluator", "id": "scripts_reviewer_rationale_129"}, {"label": "Log a review decision for distilled content.", "file_type": "rationale", "source_file": "custom-skills/90-reference-curator/05-quality-reviewer/code/scripts/reviewer.py", "source_location": "L169", "_origin": "ast", "community": 57, "norm_label": "log a review decision for distilled content.", "community_name": "Gemini Content Evaluator", "id": "scripts_reviewer_rationale_169"}, {"label": "Show review history for a distilled content record.", "file_type": "rationale", "source_file": "custom-skills/90-reference-curator/05-quality-reviewer/code/scripts/reviewer.py", "source_location": "L221", "_origin": "ast", "community": 57, "norm_label": "show review history for a distilled content record.", "community_name": "Gemini Content Evaluator", "id": "scripts_reviewer_rationale_221"}, {"label": "Evaluate raw crawled content using Gemini CLI (pre-distillation gate). Send", "file_type": "rationale", "source_file": "custom-skills/90-reference-curator/05-quality-reviewer/code/scripts/reviewer.py", "source_location": "L261", "_origin": "ast", "community": 57, "norm_label": "evaluate raw crawled content using gemini cli (pre-distillation gate). send", "community_name": "Gemini Content Evaluator", "id": "scripts_reviewer_rationale_261"}, {"label": "Evaluate all crawled-but-not-evaluated documents using Gemini.", "file_type": "rationale", "source_file": "custom-skills/90-reference-curator/05-quality-reviewer/code/scripts/reviewer.py", "source_location": "L349", "_origin": "ast", "community": 57, "norm_label": "evaluate all crawled-but-not-evaluated documents using gemini.", "community_name": "Gemini Content Evaluator", "id": "scripts_reviewer_rationale_349"}, {"label": "Route a quality score to a decision based on thresholds.", "file_type": "rationale", "source_file": "custom-skills/90-reference-curator/05-quality-reviewer/code/scripts/reviewer.py", "source_location": "L424", "_origin": "ast", "community": 57, "norm_label": "route a quality score to a decision based on thresholds.", "community_name": "Gemini Content Evaluator", "id": "scripts_reviewer_rationale_424"}, {"label": "exporter.py", "file_type": "code", "source_file": "custom-skills/90-reference-curator/06-markdown-exporter/code/scripts/exporter.py", "source_location": "L1", "_origin": "ast", "community": 48, "norm_label": "exporter.py", "community_name": "Reference Curator Utilities", "id": "scripts_exporter"}, {"label": "cli()", "file_type": "code", "source_file": "custom-skills/90-reference-curator/06-markdown-exporter/code/scripts/exporter.py", "source_location": "L31", "_origin": "ast", "community": 48, "norm_label": "cli()", "community_name": "Reference Curator Utilities", "id": "scripts_exporter_cli"}, {"label": "project()", "file_type": "code", "source_file": "custom-skills/90-reference-curator/06-markdown-exporter/code/scripts/exporter.py", "source_location": "L42", "_origin": "ast", "community": 48, "norm_label": "project()", "community_name": "Reference Curator Utilities", "id": "scripts_exporter_project"}, {"label": "finetuning()", "file_type": "code", "source_file": "custom-skills/90-reference-curator/06-markdown-exporter/code/scripts/exporter.py", "source_location": "L107", "_origin": "ast", "community": 48, "norm_label": "finetuning()", "community_name": "Reference Curator Utilities", "id": "scripts_exporter_finetuning"}, {"label": "index()", "file_type": "code", "source_file": "custom-skills/90-reference-curator/06-markdown-exporter/code/scripts/exporter.py", "source_location": "L163", "_origin": "ast", "community": 48, "norm_label": "index()", "community_name": "Reference Curator Utilities", "id": "scripts_exporter_index"}, {"label": "crossrefs()", "file_type": "code", "source_file": "custom-skills/90-reference-curator/06-markdown-exporter/code/scripts/exporter.py", "source_location": "L210", "_origin": "ast", "community": 48, "norm_label": "crossrefs()", "community_name": "Reference Curator Utilities", "id": "scripts_exporter_crossrefs"}, {"label": "verify()", "file_type": "code", "source_file": "custom-skills/90-reference-curator/06-markdown-exporter/code/scripts/exporter.py", "source_location": "L265", "_origin": "ast", "community": 48, "norm_label": "verify()", "community_name": "Reference Curator Utilities", "id": "scripts_exporter_verify"}, {"label": "log()", "file_type": "code", "source_file": "custom-skills/90-reference-curator/06-markdown-exporter/code/scripts/exporter.py", "source_location": "L325", "_origin": "ast", "community": 0, "norm_label": "log()", "community_name": "Database Session Management", "id": "scripts_exporter_log"}, {"label": "_export_nested()", "file_type": "code", "source_file": "custom-skills/90-reference-curator/06-markdown-exporter/code/scripts/exporter.py", "source_location": "L342", "_origin": "ast", "community": 48, "norm_label": "_export_nested()", "community_name": "Reference Curator Utilities", "id": "scripts_exporter_export_nested"}, {"label": "_export_flat()", "file_type": "code", "source_file": "custom-skills/90-reference-curator/06-markdown-exporter/code/scripts/exporter.py", "source_location": "L377", "_origin": "ast", "community": 48, "norm_label": "_export_flat()", "community_name": "Reference Curator Utilities", "id": "scripts_exporter_export_flat"}, {"label": "_format_document()", "file_type": "code", "source_file": "custom-skills/90-reference-curator/06-markdown-exporter/code/scripts/exporter.py", "source_location": "L394", "_origin": "ast", "community": 48, "norm_label": "_format_document()", "community_name": "Reference Curator Utilities", "id": "scripts_exporter_format_document"}, {"label": "_extract_md_title()", "file_type": "code", "source_file": "custom-skills/90-reference-curator/06-markdown-exporter/code/scripts/exporter.py", "source_location": "L418", "_origin": "ast", "community": 48, "norm_label": "_extract_md_title()", "community_name": "Reference Curator Utilities", "id": "scripts_exporter_extract_md_title"}, {"label": "Path", "file_type": "code", "source_file": "custom-skills/90-reference-curator/06-markdown-exporter/code/scripts/exporter.py", "source_location": "L418", "_origin": "ast", "community": 48, "norm_label": "path", "community_name": "Reference Curator Utilities", "id": "custom_skills_90_reference_curator_06_markdown_exporter_code_scripts_exporter_py_path"}, {"label": "_extract_concepts()", "file_type": "code", "source_file": "custom-skills/90-reference-curator/06-markdown-exporter/code/scripts/exporter.py", "source_location": "L429", "_origin": "ast", "community": 48, "norm_label": "_extract_concepts()", "community_name": "Reference Curator Utilities", "id": "scripts_exporter_extract_concepts"}, {"label": "Markdown Exporter — export approved references.", "file_type": "rationale", "source_file": "custom-skills/90-reference-curator/06-markdown-exporter/code/scripts/exporter.py", "source_location": "L32", "_origin": "ast", "community": 48, "norm_label": "markdown exporter — export approved references.", "community_name": "Reference Curator Utilities", "id": "scripts_exporter_rationale_32"}, {"label": "Export approved content as markdown project files.", "file_type": "rationale", "source_file": "custom-skills/90-reference-curator/06-markdown-exporter/code/scripts/exporter.py", "source_location": "L43", "_origin": "ast", "community": 48, "norm_label": "export approved content as markdown project files.", "community_name": "Reference Curator Utilities", "id": "scripts_exporter_rationale_43"}, {"label": "Export approved content as JSONL fine-tuning dataset.", "file_type": "rationale", "source_file": "custom-skills/90-reference-curator/06-markdown-exporter/code/scripts/exporter.py", "source_location": "L108", "_origin": "ast", "community": 48, "norm_label": "export approved content as jsonl fine-tuning dataset.", "community_name": "Reference Curator Utilities", "id": "scripts_exporter_rationale_108"}, {"label": "Generate INDEX.md with table of contents.", "file_type": "rationale", "source_file": "custom-skills/90-reference-curator/06-markdown-exporter/code/scripts/exporter.py", "source_location": "L164", "_origin": "ast", "community": 48, "norm_label": "generate index.md with table of contents.", "community_name": "Reference Curator Utilities", "id": "scripts_exporter_rationale_164"}, {"label": "Add cross-reference links between related documents.", "file_type": "rationale", "source_file": "custom-skills/90-reference-curator/06-markdown-exporter/code/scripts/exporter.py", "source_location": "L211", "_origin": "ast", "community": 48, "norm_label": "add cross-reference links between related documents.", "community_name": "Reference Curator Utilities", "id": "scripts_exporter_rationale_211"}, {"label": "Verify export integrity.", "file_type": "rationale", "source_file": "custom-skills/90-reference-curator/06-markdown-exporter/code/scripts/exporter.py", "source_location": "L266", "_origin": "ast", "community": 48, "norm_label": "verify export integrity.", "community_name": "Reference Curator Utilities", "id": "scripts_exporter_rationale_266"}, {"label": "Log an export job to the database.", "file_type": "rationale", "source_file": "custom-skills/90-reference-curator/06-markdown-exporter/code/scripts/exporter.py", "source_location": "L326", "_origin": "ast", "community": 0, "norm_label": "log an export job to the database.", "community_name": "Database Session Management", "id": "scripts_exporter_rationale_326"}, {"label": "Export documents in nested topic directory structure.", "file_type": "rationale", "source_file": "custom-skills/90-reference-curator/06-markdown-exporter/code/scripts/exporter.py", "source_location": "L343", "_origin": "ast", "community": 48, "norm_label": "export documents in nested topic directory structure.", "community_name": "Reference Curator Utilities", "id": "scripts_exporter_rationale_343"}, {"label": "Export documents as flat files.", "file_type": "rationale", "source_file": "custom-skills/90-reference-curator/06-markdown-exporter/code/scripts/exporter.py", "source_location": "L378", "_origin": "ast", "community": 48, "norm_label": "export documents as flat files.", "community_name": "Reference Curator Utilities", "id": "scripts_exporter_rationale_378"}, {"label": "Format a document for export.", "file_type": "rationale", "source_file": "custom-skills/90-reference-curator/06-markdown-exporter/code/scripts/exporter.py", "source_location": "L395", "_origin": "ast", "community": 48, "norm_label": "format a document for export.", "community_name": "Reference Curator Utilities", "id": "scripts_exporter_rationale_395"}, {"label": "Extract title from a markdown file.", "file_type": "rationale", "source_file": "custom-skills/90-reference-curator/06-markdown-exporter/code/scripts/exporter.py", "source_location": "L419", "_origin": "ast", "community": 48, "norm_label": "extract title from a markdown file.", "community_name": "Reference Curator Utilities", "id": "scripts_exporter_rationale_419"}, {"label": "Extract key concepts from markdown content for cross-referencing.", "file_type": "rationale", "source_file": "custom-skills/90-reference-curator/06-markdown-exporter/code/scripts/exporter.py", "source_location": "L430", "_origin": "ast", "community": 48, "norm_label": "extract key concepts from markdown content for cross-referencing.", "community_name": "Reference Curator Utilities", "id": "scripts_exporter_rationale_430"}, {"label": "pipeline.py", "file_type": "code", "source_file": "custom-skills/90-reference-curator/07-pipeline-orchestrator/code/scripts/pipeline.py", "source_location": "L1", "_origin": "ast", "community": 0, "norm_label": "pipeline.py", "community_name": "Database Session Management", "id": "scripts_pipeline"}, {"label": "cli()", "file_type": "code", "source_file": "custom-skills/90-reference-curator/07-pipeline-orchestrator/code/scripts/pipeline.py", "source_location": "L38", "_origin": "ast", "community": 0, "norm_label": "cli()", "community_name": "Database Session Management", "id": "scripts_pipeline_cli"}, {"label": "init()", "file_type": "code", "source_file": "custom-skills/90-reference-curator/07-pipeline-orchestrator/code/scripts/pipeline.py", "source_location": "L48", "_origin": "ast", "community": 0, "norm_label": "init()", "community_name": "Database Session Management", "id": "scripts_pipeline_init"}, {"label": "advance()", "file_type": "code", "source_file": "custom-skills/90-reference-curator/07-pipeline-orchestrator/code/scripts/pipeline.py", "source_location": "L99", "_origin": "ast", "community": 0, "norm_label": "advance()", "community_name": "Database Session Management", "id": "scripts_pipeline_advance"}, {"label": "pause()", "file_type": "code", "source_file": "custom-skills/90-reference-curator/07-pipeline-orchestrator/code/scripts/pipeline.py", "source_location": "L135", "_origin": "ast", "community": 0, "norm_label": "pause()", "community_name": "Database Session Management", "id": "scripts_pipeline_pause"}, {"label": "resume()", "file_type": "code", "source_file": "custom-skills/90-reference-curator/07-pipeline-orchestrator/code/scripts/pipeline.py", "source_location": "L152", "_origin": "ast", "community": 0, "norm_label": "resume()", "community_name": "Database Session Management", "id": "scripts_pipeline_resume"}, {"label": "complete()", "file_type": "code", "source_file": "custom-skills/90-reference-curator/07-pipeline-orchestrator/code/scripts/pipeline.py", "source_location": "L182", "_origin": "ast", "community": 0, "norm_label": "complete()", "community_name": "Database Session Management", "id": "scripts_pipeline_complete"}, {"label": "status()", "file_type": "code", "source_file": "custom-skills/90-reference-curator/07-pipeline-orchestrator/code/scripts/pipeline.py", "source_location": "L211", "_origin": "ast", "community": 0, "norm_label": "status()", "community_name": "Database Session Management", "id": "scripts_pipeline_status"}, {"label": "track_iteration()", "file_type": "code", "source_file": "custom-skills/90-reference-curator/07-pipeline-orchestrator/code/scripts/pipeline.py", "source_location": "L263", "_origin": "ast", "community": 0, "norm_label": "track_iteration()", "community_name": "Database Session Management", "id": "scripts_pipeline_track_iteration"}, {"label": "Pipeline Orchestrator — manage pipeline run state.", "file_type": "rationale", "source_file": "custom-skills/90-reference-curator/07-pipeline-orchestrator/code/scripts/pipeline.py", "source_location": "L39", "_origin": "ast", "community": 0, "norm_label": "pipeline orchestrator — manage pipeline run state.", "community_name": "Database Session Management", "id": "scripts_pipeline_rationale_39"}, {"label": "Initialize a new pipeline run.", "file_type": "rationale", "source_file": "custom-skills/90-reference-curator/07-pipeline-orchestrator/code/scripts/pipeline.py", "source_location": "L49", "_origin": "ast", "community": 0, "norm_label": "initialize a new pipeline run.", "community_name": "Database Session Management", "id": "scripts_pipeline_rationale_49"}, {"label": "Advance pipeline to the next stage.", "file_type": "rationale", "source_file": "custom-skills/90-reference-curator/07-pipeline-orchestrator/code/scripts/pipeline.py", "source_location": "L100", "_origin": "ast", "community": 0, "norm_label": "advance pipeline to the next stage.", "community_name": "Database Session Management", "id": "scripts_pipeline_rationale_100"}, {"label": "Pause pipeline due to error.", "file_type": "rationale", "source_file": "custom-skills/90-reference-curator/07-pipeline-orchestrator/code/scripts/pipeline.py", "source_location": "L136", "_origin": 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"_origin": "ast", "community": 85, "norm_label": "check-ownership.py", "community_name": "Project Ownership Manager", "id": "scripts_check_ownership"}, {"label": "get_project_root()", "file_type": "code", "source_file": "custom-skills/91-multi-agent-guide/skills/multi-agent-guide/scripts/check-ownership.py", "source_location": "L96", "_origin": "ast", "community": 85, "norm_label": "get_project_root()", "community_name": "Project Ownership Manager", "id": "scripts_check_ownership_get_project_root"}, {"label": "Path", "file_type": "code", "source_file": "custom-skills/91-multi-agent-guide/skills/multi-agent-guide/scripts/check-ownership.py", "source_location": "L96", "_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"}, {"label": "get_agent_author()", "file_type": "code", "source_file": "custom-skills/91-multi-agent-guide/skills/multi-agent-guide/scripts/check-ownership.py", "source_location": "L110", "_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", "source_location": "L116", "_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", "source_file": "custom-skills/91-multi-agent-guide/skills/multi-agent-guide/scripts/check-ownership.py", "source_location": "L130", "_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", "source_location": "L224", "_origin": "ast", "community": 85, "norm_label": "verify_ownership()", "community_name": "Project Ownership Manager", "id": "scripts_check_ownership_verify_ownership"}, {"label": "verify_setup()", "file_type": "code", "source_file": "custom-skills/91-multi-agent-guide/skills/multi-agent-guide/scripts/check-ownership.py", "source_location": "L275", "_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", "source_location": "L319", "_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", "source_location": "L374", "_origin": "ast", "community": 85, "norm_label": "validate_state()", "community_name": "Project Ownership Manager", "id": "scripts_check_ownership_validate_state"}, {"label": "main()", "file_type": "code", "source_file": "custom-skills/91-multi-agent-guide/skills/multi-agent-guide/scripts/check-ownership.py", "source_location": "L422", "_origin": "ast", "community": 85, "norm_label": "main()", "community_name": "Project Ownership Manager", "id": "scripts_check_ownership_main"}, {"label": "Find the project root directory.", "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", "source_location": "L131", "_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", "source_location": "L160", "_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", "file_type": "rationale", "source_file": "custom-skills/91-multi-agent-guide/skills/multi-agent-guide/scripts/check-ownership.py", "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.", "file_type": "rationale", "source_file": "custom-skills/91-multi-agent-guide/skills/multi-agent-guide/scripts/check-ownership.py", "source_location": "L276", "_origin": "ast", "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"}, {"label": "$schema", "file_type": "code", "source_file": "custom-skills/95-ourdigital-presales-seo/findings.schema.json", "source_location": "L2", "_origin": "ast", "community": 148, "norm_label": "$schema", "community_name": "Technical Findings Schema", "id": "95_ourdigital_presales_seo_findings_schema_schema"}, {"label": "title", "file_type": "code", "source_file": "custom-skills/95-ourdigital-presales-seo/findings.schema.json", "source_location": "L3", "_origin": "ast", "community": 148, "norm_label": "title", "community_name": "Technical Findings Schema", "id": "95_ourdigital_presales_seo_findings_schema_title"}, {"label": "description", "file_type": "code", "source_file": "custom-skills/95-ourdigital-presales-seo/findings.schema.json", "source_location": "L4", "_origin": "ast", "community": 148, "norm_label": "description", "community_name": "Technical Findings Schema", "id": "95_ourdigital_presales_seo_findings_schema_description"}, {"label": "type", "file_type": "code", "source_file": "custom-skills/95-ourdigital-presales-seo/findings.schema.json", "source_location": "L5", "_origin": "ast", "community": 148, "norm_label": "type", "community_name": "Technical Findings Schema", "id": "95_ourdigital_presales_seo_findings_schema_type"}, {"label": "required", "file_type": "code", "source_file": "custom-skills/95-ourdigital-presales-seo/findings.schema.json", "source_location": "L6", "_origin": "ast", "community": 148, "norm_label": "required", "community_name": "Technical Findings Schema", "id": "95_ourdigital_presales_seo_findings_schema_required"}, {"label": "properties", "file_type": "code", "source_file": "custom-skills/95-ourdigital-presales-seo/findings.schema.json", "source_location": "L7", "_origin": "ast", "community": 148, "norm_label": "properties", "community_name": "Technical Findings Schema", "id": "95_ourdigital_presales_seo_findings_schema_properties"}, {"label": "prospect", "file_type": "code", "source_file": "custom-skills/95-ourdigital-presales-seo/findings.schema.json", "source_location": "L8", "_origin": "ast", "community": 125, "norm_label": "prospect", "community_name": "Audit Prospect Properties", "id": "95_ourdigital_presales_seo_findings_schema_properties_prospect"}, {"label": "type", "file_type": "code", "source_file": "custom-skills/95-ourdigital-presales-seo/findings.schema.json", "source_location": "L9", "_origin": "ast", "community": 125, "norm_label": "type", "community_name": "Audit Prospect Properties", "id": "95_ourdigital_presales_seo_findings_schema_prospect_type"}, {"label": "required", "file_type": "code", "source_file": "custom-skills/95-ourdigital-presales-seo/findings.schema.json", "source_location": "L10", "_origin": "ast", "community": 125, "norm_label": "required", "community_name": "Audit Prospect Properties", "id": "95_ourdigital_presales_seo_findings_schema_prospect_required"}, {"label": "properties", "file_type": "code", "source_file": "custom-skills/95-ourdigital-presales-seo/findings.schema.json", "source_location": "L11", "_origin": "ast", "community": 125, "norm_label": "properties", "community_name": "Audit Prospect Properties", "id": "95_ourdigital_presales_seo_findings_schema_prospect_properties"}, {"label": "name", "file_type": "code", "source_file": "custom-skills/95-ourdigital-presales-seo/findings.schema.json", "source_location": "L12", "_origin": "ast", "community": 125, "norm_label": "name", "community_name": "Audit Prospect Properties", "id": "95_ourdigital_presales_seo_findings_schema_properties_name"}, {"label": "type", "file_type": "code", "source_file": "custom-skills/95-ourdigital-presales-seo/findings.schema.json", "source_location": "L12", "_origin": "ast", "community": 125, "norm_label": "type", "community_name": "Audit Prospect Properties", "id": "95_ourdigital_presales_seo_findings_schema_name_type"}, {"label": "domain", "file_type": "code", "source_file": "custom-skills/95-ourdigital-presales-seo/findings.schema.json", "source_location": "L13", "_origin": "ast", "community": 125, "norm_label": "domain", "community_name": "Audit Prospect Properties", "id": "95_ourdigital_presales_seo_findings_schema_properties_domain"}, {"label": "type", "file_type": "code", "source_file": "custom-skills/95-ourdigital-presales-seo/findings.schema.json", "source_location": "L13", "_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", "source_location": "L14", "_origin": "ast", "community": 160, "norm_label": "aliases", "community_name": "Competitor Benchmark Schema", "id": "95_ourdigital_presales_seo_findings_schema_properties_aliases"}, {"label": "type", "file_type": "code", "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_aliases_type"}, {"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", "file_type": "code", "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"}, {"label": "type", "file_type": "code", "source_file": "custom-skills/95-ourdigital-presales-seo/findings.schema.json", "source_location": "L15", "_origin": "ast", "community": 125, "norm_label": "type", "community_name": "Audit Prospect Properties", "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"}, {"label": "type", "file_type": "code", "source_file": "custom-skills/95-ourdigital-presales-seo/findings.schema.json", "source_location": "L16", "_origin": "ast", "community": 125, "norm_label": "type", "community_name": "Audit Prospect Properties", "id": "95_ourdigital_presales_seo_findings_schema_audit_date_type"}, {"label": "description", "file_type": "code", "source_file": "custom-skills/95-ourdigital-presales-seo/findings.schema.json", "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"}, {"label": "account_code", "file_type": "code", "source_file": "custom-skills/95-ourdigital-presales-seo/findings.schema.json", "source_location": "L17", "_origin": "ast", "community": 125, "norm_label": "account_code", "community_name": "Audit Prospect Properties", "id": "95_ourdigital_presales_seo_findings_schema_properties_account_code"}, {"label": "type", "file_type": "code", "source_file": "custom-skills/95-ourdigital-presales-seo/findings.schema.json", "source_location": "L17", "_origin": "ast", "community": 125, "norm_label": "type", "community_name": "Audit Prospect Properties", "id": "95_ourdigital_presales_seo_findings_schema_account_code_type"}, {"label": "discovery", "file_type": "code", "source_file": "custom-skills/95-ourdigital-presales-seo/findings.schema.json", "source_location": "L20", "_origin": "ast", "community": 136, "norm_label": "discovery", "community_name": "Sitemap Hygiene Schema", "id": "95_ourdigital_presales_seo_findings_schema_properties_discovery"}, {"label": "type", "file_type": "code", "source_file": "custom-skills/95-ourdigital-presales-seo/findings.schema.json", "source_location": "L21", "_origin": "ast", "community": 136, "norm_label": "type", "community_name": "Sitemap Hygiene Schema", "id": "95_ourdigital_presales_seo_findings_schema_discovery_type"}, {"label": "properties", "file_type": "code", "source_file": "custom-skills/95-ourdigital-presales-seo/findings.schema.json", "source_location": "L22", "_origin": "ast", "community": 136, "norm_label": "properties", "community_name": "Sitemap Hygiene Schema", "id": "95_ourdigital_presales_seo_findings_schema_discovery_properties"}, {"label": "sitemap_status", "file_type": "code", "source_file": "custom-skills/95-ourdigital-presales-seo/findings.schema.json", "source_location": "L23", "_origin": "ast", "community": 136, "norm_label": "sitemap_status", "community_name": "Sitemap Hygiene Schema", "id": "95_ourdigital_presales_seo_findings_schema_properties_sitemap_status"}, {"label": "type", "file_type": "code", "source_file": "custom-skills/95-ourdigital-presales-seo/findings.schema.json", "source_location": "L23", "_origin": "ast", "community": 136, "norm_label": "type", "community_name": "Sitemap Hygiene Schema", "id": "95_ourdigital_presales_seo_findings_schema_sitemap_status_type"}, {"label": "robots_sitemap_declared", "file_type": "code", "source_file": "custom-skills/95-ourdigital-presales-seo/findings.schema.json", "source_location": "L24", "_origin": "ast", "community": 136, "norm_label": "robots_sitemap_declared", "community_name": "Sitemap Hygiene Schema", "id": "95_ourdigital_presales_seo_findings_schema_properties_robots_sitemap_declared"}, {"label": "type", "file_type": "code", "source_file": "custom-skills/95-ourdigital-presales-seo/findings.schema.json", "source_location": "L24", "_origin": "ast", "community": 136, "norm_label": "type", "community_name": "Sitemap Hygiene Schema", "id": "95_ourdigital_presales_seo_findings_schema_robots_sitemap_declared_type"}, {"label": "discoverable_urls", "file_type": "code", "source_file": "custom-skills/95-ourdigital-presales-seo/findings.schema.json", "source_location": "L25", "_origin": "ast", "community": 136, "norm_label": "discoverable_urls", "community_name": "Sitemap Hygiene Schema", "id": "95_ourdigital_presales_seo_findings_schema_properties_discoverable_urls"}, {"label": "type", "file_type": "code", "source_file": "custom-skills/95-ourdigital-presales-seo/findings.schema.json", "source_location": "L25", "_origin": "ast", "community": 136, "norm_label": "type", "community_name": "Sitemap Hygiene Schema", "id": "95_ourdigital_presales_seo_findings_schema_discoverable_urls_type"}, {"label": "estimated_pages", "file_type": "code", "source_file": "custom-skills/95-ourdigital-presales-seo/findings.schema.json", "source_location": "L26", "_origin": "ast", "community": 136, "norm_label": "estimated_pages", "community_name": "Sitemap Hygiene Schema", "id": "95_ourdigital_presales_seo_findings_schema_properties_estimated_pages"}, {"label": "type", "file_type": "code", "source_file": "custom-skills/95-ourdigital-presales-seo/findings.schema.json", "source_location": "L26", "_origin": "ast", "community": 136, "norm_label": "type", "community_name": "Sitemap Hygiene Schema", "id": "95_ourdigital_presales_seo_findings_schema_estimated_pages_type"}, 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"._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": 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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": 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"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 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"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. 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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 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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. 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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", "source_file": "example-skills/skills-main/document-skills/pptx/scripts/thumbnail.py", "source_location": "L198", "_origin": "ast", "community": 167, "norm_label": "convert powerpoint to images via pdf, handling hidden slides.", "community_name": "PowerPoint Thumbnail Generator", "id": "scripts_thumbnail_rationale_198"}, {"label": "Create multiple thumbnail grids from slide images, max cols×(cols+1) images per", "file_type": "rationale", "source_file": "example-skills/skills-main/document-skills/pptx/scripts/thumbnail.py", "source_location": "L282", "_origin": "ast", "community": 167, "norm_label": "create multiple thumbnail grids from slide images, max cols×(cols+1) images per", "community_name": "PowerPoint Thumbnail Generator", "id": "scripts_thumbnail_rationale_282"}, {"label": "Create thumbnail grid from slide images with optional placeholder outlining.", "file_type": "rationale", "source_file": "example-skills/skills-main/document-skills/pptx/scripts/thumbnail.py", "source_location": "L329", "_origin": "ast", "community": 167, "norm_label": "create thumbnail grid from slide images with optional placeholder outlining.", "community_name": "PowerPoint Thumbnail Generator", "id": "scripts_thumbnail_rationale_329"}, {"label": "recalc.py", "file_type": "code", "source_file": "example-skills/skills-main/document-skills/xlsx/recalc.py", "source_location": "L1", "_origin": "ast", "community": 226, "norm_label": "recalc.py", "community_name": "Excel Formula Recalculation", "id": "xlsx_recalc"}, {"label": "setup_libreoffice_macro()", "file_type": "code", "source_file": "example-skills/skills-main/document-skills/xlsx/recalc.py", "source_location": "L16", "_origin": "ast", "community": 226, "norm_label": "setup_libreoffice_macro()", "community_name": "Excel Formula Recalculation", "id": "xlsx_recalc_setup_libreoffice_macro"}, {"label": "recalc()", "file_type": "code", "source_file": "example-skills/skills-main/document-skills/xlsx/recalc.py", "source_location": "L53", "_origin": "ast", "community": 226, "norm_label": "recalc()", "community_name": "Excel Formula Recalculation", "id": "xlsx_recalc_recalc"}, {"label": "main()", "file_type": "code", "source_file": "example-skills/skills-main/document-skills/xlsx/recalc.py", "source_location": "L158", "_origin": "ast", "community": 226, "norm_label": "main()", "community_name": "Excel Formula Recalculation", "id": "xlsx_recalc_main"}, {"label": "Setup LibreOffice macro for recalculation if not already configured", "file_type": "rationale", "source_file": "example-skills/skills-main/document-skills/xlsx/recalc.py", "source_location": "L17", "_origin": "ast", "community": 226, "norm_label": "setup libreoffice macro for recalculation if not already configured", "community_name": "Excel Formula Recalculation", "id": "xlsx_recalc_rationale_17"}, {"label": "Recalculate formulas in Excel file and report any errors Args:", "file_type": "rationale", "source_file": "example-skills/skills-main/document-skills/xlsx/recalc.py", "source_location": "L54", "_origin": "ast", "community": 226, "norm_label": "recalculate formulas in excel file and report any errors args:", "community_name": "Excel Formula Recalculation", "id": "xlsx_recalc_rationale_54"}, {"label": "connections.py", "file_type": "code", "source_file": "example-skills/skills-main/mcp-builder/scripts/connections.py", "source_location": "L1", "_origin": "ast", "community": 7, "norm_label": "connections.py", "community_name": "MCP Connection Handler", "id": "scripts_connections"}, {"label": "MCPConnection", "file_type": "code", "source_file": "example-skills/skills-main/mcp-builder/scripts/connections.py", "source_location": "L13", "_origin": "ast", "community": 7, "norm_label": "mcpconnection", "community_name": "MCP Connection Handler", "id": "scripts_connections_mcpconnection"}, {"label": "ABC", "file_type": "code", "source_file": "", "source_location": "", "_origin": "ast", "community": 7, "norm_label": "abc", "community_name": "MCP Connection Handler", "id": "abc"}, {"label": ".__init__()", "file_type": "code", "source_file": "example-skills/skills-main/mcp-builder/scripts/connections.py", "source_location": "L16", "_origin": "ast", "community": 7, "norm_label": ".__init__()", "community_name": "MCP Connection Handler", "id": "scripts_connections_mcpconnection_init"}, {"label": "._create_context()", "file_type": "code", "source_file": "example-skills/skills-main/mcp-builder/scripts/connections.py", "source_location": "L21", "_origin": "ast", "community": 7, "norm_label": "._create_context()", "community_name": "MCP Connection Handler", "id": "scripts_connections_mcpconnection_create_context"}, {"label": ".__aenter__()", "file_type": "code", "source_file": "example-skills/skills-main/mcp-builder/scripts/connections.py", "source_location": "L24", "_origin": "ast", "community": 7, "norm_label": ".__aenter__()", "community_name": "MCP Connection Handler", "id": "scripts_connections_mcpconnection_aenter"}, {"label": ".__aexit__()", "file_type": "code", "source_file": "example-skills/skills-main/mcp-builder/scripts/connections.py", "source_location": "L48", "_origin": "ast", "community": 7, "norm_label": ".__aexit__()", "community_name": "MCP Connection Handler", "id": "scripts_connections_mcpconnection_aexit"}, {"label": ".list_tools()", "file_type": "code", "source_file": "example-skills/skills-main/mcp-builder/scripts/connections.py", "source_location": "L55", "_origin": "ast", "community": 7, "norm_label": ".list_tools()", "community_name": "MCP Connection Handler", "id": "scripts_connections_mcpconnection_list_tools"}, {"label": "Any", "file_type": "code", "source_file": "example-skills/skills-main/mcp-builder/scripts/connections.py", "source_location": "L55", "_origin": "ast", "community": 7, "norm_label": "any", "community_name": "MCP Connection Handler", "id": "example_skills_skills_main_mcp_builder_scripts_connections_py_any"}, {"label": ".call_tool()", "file_type": "code", "source_file": "example-skills/skills-main/mcp-builder/scripts/connections.py", "source_location": "L67", "_origin": "ast", "community": 7, "norm_label": ".call_tool()", "community_name": "MCP Connection Handler", "id": "scripts_connections_mcpconnection_call_tool"}, {"label": "MCPConnectionStdio", "file_type": "code", "source_file": "example-skills/skills-main/mcp-builder/scripts/connections.py", "source_location": "L73", "_origin": "ast", "community": 7, "norm_label": "mcpconnectionstdio", "community_name": "MCP Connection Handler", "id": "scripts_connections_mcpconnectionstdio"}, {"label": ".__init__()", "file_type": "code", "source_file": "example-skills/skills-main/mcp-builder/scripts/connections.py", "source_location": "L76", "_origin": "ast", "community": 7, "norm_label": ".__init__()", "community_name": "MCP Connection Handler", "id": "scripts_connections_mcpconnectionstdio_init"}, {"label": "._create_context()", "file_type": "code", "source_file": "example-skills/skills-main/mcp-builder/scripts/connections.py", "source_location": "L82", "_origin": "ast", "community": 7, "norm_label": "._create_context()", "community_name": "MCP Connection Handler", "id": "scripts_connections_mcpconnectionstdio_create_context"}, {"label": "MCPConnectionSSE", "file_type": "code", "source_file": "example-skills/skills-main/mcp-builder/scripts/connections.py", "source_location": "L88", "_origin": "ast", "community": 7, "norm_label": "mcpconnectionsse", "community_name": "MCP Connection Handler", "id": "scripts_connections_mcpconnectionsse"}, {"label": ".__init__()", "file_type": "code", "source_file": "example-skills/skills-main/mcp-builder/scripts/connections.py", "source_location": "L91", "_origin": "ast", "community": 7, "norm_label": ".__init__()", "community_name": "MCP Connection Handler", "id": "scripts_connections_mcpconnectionsse_init"}, {"label": "._create_context()", "file_type": "code", "source_file": "example-skills/skills-main/mcp-builder/scripts/connections.py", "source_location": "L96", "_origin": "ast", "community": 7, "norm_label": "._create_context()", "community_name": "MCP Connection Handler", "id": "scripts_connections_mcpconnectionsse_create_context"}, {"label": "MCPConnectionHTTP", "file_type": "code", "source_file": "example-skills/skills-main/mcp-builder/scripts/connections.py", "source_location": "L100", "_origin": "ast", "community": 7, "norm_label": "mcpconnectionhttp", "community_name": "MCP Connection Handler", "id": "scripts_connections_mcpconnectionhttp"}, {"label": ".__init__()", "file_type": "code", "source_file": "example-skills/skills-main/mcp-builder/scripts/connections.py", "source_location": "L103", "_origin": "ast", "community": 7, "norm_label": ".__init__()", "community_name": "MCP Connection Handler", "id": "scripts_connections_mcpconnectionhttp_init"}, {"label": "._create_context()", "file_type": "code", "source_file": "example-skills/skills-main/mcp-builder/scripts/connections.py", "source_location": "L108", "_origin": "ast", "community": 7, "norm_label": "._create_context()", "community_name": "MCP Connection Handler", "id": "scripts_connections_mcpconnectionhttp_create_context"}, {"label": "create_connection()", "file_type": "code", "source_file": "example-skills/skills-main/mcp-builder/scripts/connections.py", "source_location": "L112", "_origin": "ast", "community": 7, "norm_label": "create_connection()", "community_name": "MCP Connection Handler", "id": "scripts_connections_create_connection"}, {"label": "Lightweight connection handling for MCP servers.", "file_type": "rationale", "source_file": "example-skills/skills-main/mcp-builder/scripts/connections.py", "source_location": "L1", "_origin": "ast", "community": 7, "norm_label": "lightweight connection handling for mcp servers.", "community_name": "MCP Connection Handler", "id": "scripts_connections_rationale_1"}, {"label": "Base class for MCP server connections.", "file_type": "rationale", "source_file": "example-skills/skills-main/mcp-builder/scripts/connections.py", "source_location": "L14", "_origin": "ast", "community": 7, "norm_label": "base class for mcp server connections.", "community_name": "MCP Connection Handler", "id": "scripts_connections_rationale_14"}, {"label": "Create the connection context based on connection type.", "file_type": "rationale", "source_file": "example-skills/skills-main/mcp-builder/scripts/connections.py", "source_location": "L22", "_origin": "ast", "community": 7, "norm_label": "create the connection context based on connection type.", "community_name": "MCP Connection Handler", "id": "scripts_connections_rationale_22"}, {"label": "Initialize MCP server connection.", "file_type": "rationale", "source_file": "example-skills/skills-main/mcp-builder/scripts/connections.py", "source_location": "L25", "_origin": "ast", "community": 7, "norm_label": "initialize mcp server connection.", "community_name": "MCP Connection Handler", "id": "scripts_connections_rationale_25"}, {"label": "Clean up MCP server connection resources.", "file_type": "rationale", "source_file": "example-skills/skills-main/mcp-builder/scripts/connections.py", "source_location": "L49", "_origin": "ast", "community": 7, "norm_label": "clean up mcp server connection resources.", "community_name": "MCP Connection Handler", "id": "scripts_connections_rationale_49"}, {"label": "Retrieve available tools from the MCP server.", "file_type": "rationale", "source_file": "example-skills/skills-main/mcp-builder/scripts/connections.py", "source_location": "L56", "_origin": "ast", "community": 7, "norm_label": "retrieve available tools from the mcp server.", "community_name": "MCP Connection Handler", "id": "scripts_connections_rationale_56"}, {"label": "Call a tool on the MCP server with provided arguments.", "file_type": "rationale", "source_file": "example-skills/skills-main/mcp-builder/scripts/connections.py", "source_location": "L68", "_origin": "ast", "community": 7, "norm_label": "call a tool on the mcp server with provided arguments.", "community_name": "MCP Connection Handler", "id": "scripts_connections_rationale_68"}, {"label": "MCP connection using standard input/output.", "file_type": "rationale", "source_file": "example-skills/skills-main/mcp-builder/scripts/connections.py", "source_location": "L74", "_origin": "ast", "community": 7, "norm_label": "mcp connection using standard input/output.", "community_name": "MCP Connection Handler", "id": "scripts_connections_rationale_74"}, {"label": "MCP connection using Server-Sent Events.", "file_type": "rationale", "source_file": "example-skills/skills-main/mcp-builder/scripts/connections.py", "source_location": "L89", "_origin": "ast", "community": 7, "norm_label": "mcp connection using server-sent events.", "community_name": "MCP Connection Handler", "id": "scripts_connections_rationale_89"}, {"label": "MCP connection using Streamable HTTP.", "file_type": "rationale", "source_file": "example-skills/skills-main/mcp-builder/scripts/connections.py", "source_location": "L101", "_origin": "ast", "community": 7, "norm_label": "mcp connection using streamable http.", "community_name": "MCP Connection Handler", "id": "scripts_connections_rationale_101"}, {"label": "Factory function to create the appropriate MCP connection. Args: tr", "file_type": "rationale", "source_file": "example-skills/skills-main/mcp-builder/scripts/connections.py", "source_location": "L120", "_origin": "ast", "community": 7, "norm_label": "factory function to create the appropriate mcp connection. args: tr", "community_name": "MCP Connection Handler", "id": "scripts_connections_rationale_120"}, {"label": "evaluation.py", "file_type": "code", "source_file": "example-skills/skills-main/mcp-builder/scripts/evaluation.py", "source_location": "L1", "_origin": "ast", "community": 7, "norm_label": "evaluation.py", "community_name": "MCP Connection Handler", "id": "scripts_evaluation"}, {"label": "parse_evaluation_file()", "file_type": "code", "source_file": "example-skills/skills-main/mcp-builder/scripts/evaluation.py", "source_location": "L56", "_origin": "ast", "community": 7, "norm_label": "parse_evaluation_file()", "community_name": "MCP Connection Handler", "id": "scripts_evaluation_parse_evaluation_file"}, {"label": "Path", "file_type": "code", "source_file": "example-skills/skills-main/mcp-builder/scripts/evaluation.py", "source_location": "L56", "_origin": "ast", "community": 7, "norm_label": "path", "community_name": "MCP Connection Handler", "id": "example_skills_skills_main_mcp_builder_scripts_evaluation_py_path"}, {"label": "Any", "file_type": "code", "source_file": "example-skills/skills-main/mcp-builder/scripts/evaluation.py", "source_location": "L56", "_origin": "ast", "community": 7, "norm_label": "any", "community_name": "MCP Connection Handler", "id": "example_skills_skills_main_mcp_builder_scripts_evaluation_py_any"}, {"label": "extract_xml_content()", "file_type": "code", "source_file": "example-skills/skills-main/mcp-builder/scripts/evaluation.py", "source_location": "L79", "_origin": "ast", "community": 7, "norm_label": "extract_xml_content()", "community_name": "MCP Connection Handler", "id": "scripts_evaluation_extract_xml_content"}, {"label": "agent_loop()", "file_type": "code", "source_file": "example-skills/skills-main/mcp-builder/scripts/evaluation.py", "source_location": "L86", "_origin": "ast", "community": 7, "norm_label": "agent_loop()", "community_name": "MCP Connection Handler", "id": "scripts_evaluation_agent_loop"}, {"label": "Anthropic", "file_type": "code", "source_file": "example-skills/skills-main/mcp-builder/scripts/evaluation.py", "source_location": "L86", "_origin": "ast", "community": 7, "norm_label": "anthropic", "community_name": "MCP Connection Handler", "id": "anthropic"}, {"label": "evaluate_single_task()", "file_type": "code", "source_file": "example-skills/skills-main/mcp-builder/scripts/evaluation.py", "source_location": "L154", "_origin": "ast", "community": 7, "norm_label": "evaluate_single_task()", "community_name": "MCP Connection Handler", "id": "scripts_evaluation_evaluate_single_task"}, {"label": "run_evaluation()", "file_type": "code", "source_file": "example-skills/skills-main/mcp-builder/scripts/evaluation.py", "source_location": "L220", "_origin": "ast", "community": 7, "norm_label": "run_evaluation()", "community_name": "MCP Connection Handler", "id": "scripts_evaluation_run_evaluation"}, {"label": "parse_headers()", "file_type": "code", "source_file": "example-skills/skills-main/mcp-builder/scripts/evaluation.py", "source_location": "L275", "_origin": "ast", "community": 7, "norm_label": "parse_headers()", "community_name": "MCP Connection Handler", "id": "scripts_evaluation_parse_headers"}, {"label": "parse_env_vars()", "file_type": "code", "source_file": "example-skills/skills-main/mcp-builder/scripts/evaluation.py", "source_location": "L290", "_origin": "ast", "community": 7, "norm_label": "parse_env_vars()", "community_name": "MCP Connection Handler", "id": "scripts_evaluation_parse_env_vars"}, {"label": "main()", "file_type": "code", "source_file": "example-skills/skills-main/mcp-builder/scripts/evaluation.py", "source_location": "L305", "_origin": "ast", "community": 7, "norm_label": "main()", "community_name": "MCP Connection Handler", "id": "scripts_evaluation_main"}, {"label": "MCP Server Evaluation Harness This script evaluates MCP servers by running test", "file_type": "rationale", "source_file": "example-skills/skills-main/mcp-builder/scripts/evaluation.py", "source_location": "L1", "_origin": "ast", "community": 7, "norm_label": "mcp server evaluation harness this script evaluates mcp servers by running test", "community_name": "MCP Connection Handler", "id": "scripts_evaluation_rationale_1"}, {"label": "Parse XML evaluation file with qa_pair elements.", "file_type": "rationale", "source_file": "example-skills/skills-main/mcp-builder/scripts/evaluation.py", "source_location": "L57", "_origin": "ast", "community": 7, "norm_label": "parse xml evaluation file with qa_pair elements.", "community_name": "MCP Connection Handler", "id": "scripts_evaluation_rationale_57"}, {"label": "Extract content from XML tags.", "file_type": "rationale", "source_file": "example-skills/skills-main/mcp-builder/scripts/evaluation.py", "source_location": "L80", "_origin": "ast", "community": 7, "norm_label": "extract content from xml tags.", "community_name": "MCP Connection Handler", "id": "scripts_evaluation_rationale_80"}, {"label": "Run the agent loop with MCP tools.", "file_type": "rationale", "source_file": "example-skills/skills-main/mcp-builder/scripts/evaluation.py", "source_location": "L93", "_origin": "ast", "community": 7, "norm_label": "run the agent loop with mcp tools.", "community_name": "MCP Connection Handler", "id": "scripts_evaluation_rationale_93"}, {"label": "Evaluate a single QA pair with the given tools.", "file_type": "rationale", "source_file": "example-skills/skills-main/mcp-builder/scripts/evaluation.py", "source_location": "L162", "_origin": "ast", "community": 7, "norm_label": "evaluate a single qa pair with the given tools.", "community_name": "MCP Connection Handler", "id": "scripts_evaluation_rationale_162"}, {"label": "Run evaluation with MCP server tools.", "file_type": "rationale", "source_file": "example-skills/skills-main/mcp-builder/scripts/evaluation.py", "source_location": "L225", "_origin": "ast", "community": 7, "norm_label": "run evaluation with mcp server tools.", "community_name": "MCP Connection Handler", "id": "scripts_evaluation_rationale_225"}, {"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", 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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. 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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/ 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"scripts_verify_skills_classify_top_level"}, {"label": "main()", "file_type": "code", "source_file": "scripts/verify_skills.py", "source_location": "L91", "_origin": "ast", "community": 208, "norm_label": "main()", "community_name": "Skill Metadata Verifier", "id": "scripts_verify_skills_main"}, {"label": "Return (name, errors[]). Mirrors quick_validate.py + YAML + size.", "file_type": "rationale", "source_file": "scripts/verify_skills.py", "source_location": "L32", "_origin": "ast", "community": 208, "norm_label": "return (name, errors[]). mirrors quick_validate.py + yaml + size.", "community_name": "Skill Metadata Verifier", "id": "scripts_verify_skills_rationale_32"}, {"label": "Sub-skill SKILL.md files (suite members), excluding the dir's own code/ and", "file_type": "rationale", "source_file": "scripts/verify_skills.py", "source_location": "L72", "_origin": "ast", "community": 208, "norm_label": "sub-skill skill.md files (suite members), excluding the dir's own code/ and", "community_name": "Skill Metadata Verifier", "id": "scripts_verify_skills_rationale_72"}, {"label": "How does this top-level dir expose loadable skill(s)?", "file_type": "rationale", "source_file": "scripts/verify_skills.py", "source_location": "L79", "_origin": "ast", "community": 208, "norm_label": "how does this top-level dir expose 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