# Graph Report - .  (2026-06-16)

## Corpus Check
- cluster-only mode — file stats not available

## Summary
- 5089 nodes · 7928 edges · 356 communities (261 shown, 95 thin omitted)
- Extraction: 95% EXTRACTED · 5% INFERRED · 0% AMBIGUOUS · INFERRED: 362 edges (avg confidence: 0.59)
- Token cost: 0 input · 0 output

## Graph Freshness
- Built from commit: `7daa4cda`
- Run `git rev-parse HEAD` and compare to check if the graph is stale.
- Run `graphify update .` after code changes (no API cost).

## Community Hubs (Navigation)
- [[_COMMUNITY_Database Session Management|Database Session Management]]
- [[_COMMUNITY_Notion Search Mocking|Notion Search Mocking]]
- [[_COMMUNITY_KPI Aggregator|KPI Aggregator]]
- [[_COMMUNITY_Performance Reporting|Performance Reporting]]
- [[_COMMUNITY_Knowledge Graph Construction|Knowledge Graph Construction]]
- [[_COMMUNITY_Schema Draft Builder|Schema Draft Builder]]
- [[_COMMUNITY_MCP Connection Handler|MCP Connection Handler]]
- [[_COMMUNITY_E-commerce SEO Auditor|E-commerce SEO Auditor]]
- [[_COMMUNITY_Page Metadata Analyzer|Page Metadata Analyzer]]
- [[_COMMUNITY_AI Visibility Tracker|AI Visibility Tracker]]
- [[_COMMUNITY_SQL Query Extraction|SQL Query Extraction]]
- [[_COMMUNITY_Animation Easing Functions|Animation Easing Functions]]
- [[_COMMUNITY_Branded Document Generation|Branded Document Generation]]
- [[_COMMUNITY_Competitive Content Monitor|Competitive Content Monitor]]
- [[_COMMUNITY_Site Migration Monitor|Site Migration Monitor]]
- [[_COMMUNITY_Frame Animation Utilities|Frame Animation Utilities]]
- [[_COMMUNITY_Crawl Manifest Management|Crawl Manifest Management]]
- [[_COMMUNITY_SERP Feature Analyzer|SERP Feature Analyzer]]
- [[_COMMUNITY_Backlink Gap Finder|Backlink Gap Finder]]
- [[_COMMUNITY_Markdown to Notion Parser|Markdown to Notion Parser]]
- [[_COMMUNITY_Knowledge Graph Analyzer|Knowledge Graph Analyzer]]
- [[_COMMUNITY_Content Freshness Auditor|Content Freshness Auditor]]
- [[_COMMUNITY_Product Schema Checker|Product Schema Checker]]
- [[_COMMUNITY_Content Brief Generator|Content Brief Generator]]
- [[_COMMUNITY_Core Data Models|Core Data Models]]
- [[_COMMUNITY_Content Gap Analyzer|Content Gap Analyzer]]
- [[_COMMUNITY_Brand Entity Auditor|Brand Entity Auditor]]
- [[_COMMUNITY_SEO Report Aggregator|SEO Report Aggregator]]
- [[_COMMUNITY_Base Schema Validation|Base Schema Validation]]
- [[_COMMUNITY_Crawl Budget Analysis|Crawl Budget Analysis]]
- [[_COMMUNITY_Async API Client|Async API Client]]
- [[_COMMUNITY_Async API Client|Async API Client]]
- [[_COMMUNITY_Async API Client|Async API Client]]
- [[_COMMUNITY_Async API Client|Async API Client]]
- [[_COMMUNITY_Async API Client|Async API Client]]
- [[_COMMUNITY_Async API Client|Async API Client]]
- [[_COMMUNITY_Naver SERP Analyzer|Naver SERP Analyzer]]
- [[_COMMUNITY_Async API Client|Async API Client]]
- [[_COMMUNITY_Async API Client|Async API Client]]
- [[_COMMUNITY_Async API Client|Async API Client]]
- [[_COMMUNITY_Async API Client|Async API Client]]
- [[_COMMUNITY_Async API Client|Async API Client]]
- [[_COMMUNITY_Async API Client|Async API Client]]
- [[_COMMUNITY_Async API Client|Async API Client]]
- [[_COMMUNITY_Async API Client|Async API Client]]
- [[_COMMUNITY_Async API Client|Async API Client]]
- [[_COMMUNITY_Async API Client|Async API Client]]
- [[_COMMUNITY_SEO Dashboard Generator|SEO Dashboard Generator]]
- [[_COMMUNITY_Extended Schema Validation|Extended Schema Validation]]
- [[_COMMUNITY_Web Page Scraper|Web Page Scraper]]
- [[_COMMUNITY_Reference Curator Utilities|Reference Curator Utilities]]
- [[_COMMUNITY_Keyword Research Tool|Keyword Research Tool]]
- [[_COMMUNITY_Content Synthesis Engine|Content Synthesis Engine]]
- [[_COMMUNITY_Document Relationship Manager|Document Relationship Manager]]
- [[_COMMUNITY_Particle Physics System|Particle Physics System]]
- [[_COMMUNITY_Notion Block Writer|Notion Block Writer]]
- [[_COMMUNITY_SEO Crawler Adapter|SEO Crawler Adapter]]
- [[_COMMUNITY_Gemini Content Evaluator|Gemini Content Evaluator]]
- [[_COMMUNITY_Sitemap Crawl Progress|Sitemap Crawl Progress]]
- [[_COMMUNITY_Gateway Page Generator|Gateway Page Generator]]
- [[_COMMUNITY_Google Search Console Client|Google Search Console Client]]
- [[_COMMUNITY_Keyword Gap Analyzer|Keyword Gap Analyzer]]
- [[_COMMUNITY_Robots.txt Validator|Robots.txt Validator]]
- [[_COMMUNITY_File System Organizer|File System Organizer]]
- [[_COMMUNITY_Executive Report Generator|Executive Report Generator]]
- [[_COMMUNITY_XML Document Utilities|XML Document Utilities]]
- [[_COMMUNITY_Notion Async Organizer|Notion Async Organizer]]
- [[_COMMUNITY_Color Palette Utilities|Color Palette Utilities]]
- [[_COMMUNITY_Vector Drawing Utilities|Vector Drawing Utilities]]
- [[_COMMUNITY_Bounding Box Validator|Bounding Box Validator]]
- [[_COMMUNITY_PageSpeed Insights Client|PageSpeed Insights Client]]
- [[_COMMUNITY_JSON-LD Schema Validator|JSON-LD Schema Validator]]
- [[_COMMUNITY_Sitemap XML Validator|Sitemap XML Validator]]
- [[_COMMUNITY_System Installation Scripts|System Installation Scripts]]
- [[_COMMUNITY_AI Citation Analyzer|AI Citation Analyzer]]
- [[_COMMUNITY_Journal Compliance Validator|Journal Compliance Validator]]
- [[_COMMUNITY_Notion Search Enrichment|Notion Search Enrichment]]
- [[_COMMUNITY_Environment Configuration|Environment Configuration]]
- [[_COMMUNITY_Keyword Ranking Reporter|Keyword Ranking Reporter]]
- [[_COMMUNITY_Installation Health Check|Installation Health Check]]
- [[_COMMUNITY_Notion API Compatibility|Notion API Compatibility]]
- [[_COMMUNITY_Brand Identity Guidelines|Brand Identity Guidelines]]
- [[_COMMUNITY_Keyword Intent Analyzer|Keyword Intent Analyzer]]
- [[_COMMUNITY_Content Compliance Checker|Content Compliance Checker]]
- [[_COMMUNITY_Content Compliance Checker|Content Compliance Checker]]
- [[_COMMUNITY_Project Ownership Manager|Project Ownership Manager]]
- [[_COMMUNITY_Site Claim Extractor|Site Claim Extractor]]
- [[_COMMUNITY_Credential Setup Script|Credential Setup Script]]
- [[_COMMUNITY_DOCX XML Editor|DOCX XML Editor]]
- [[_COMMUNITY_Server Log Parser|Server Log Parser]]
- [[_COMMUNITY_Notion Page Utilities|Notion Page Utilities]]
- [[_COMMUNITY_Configured Async Client|Configured Async Client]]
- [[_COMMUNITY_PowerPoint Shape Analyzer|PowerPoint Shape Analyzer]]
- [[_COMMUNITY_Skill Installation Manager|Skill Installation Manager]]
- [[_COMMUNITY_Notion Database Migrator|Notion Database Migrator]]
- [[_COMMUNITY_Visual Effects Engine|Visual Effects Engine]]
- [[_COMMUNITY_Rate Limited Client|Rate Limited Client]]
- [[_COMMUNITY_Migration Planning Logic|Migration Planning Logic]]
- [[_COMMUNITY_Migration Strategy Planner|Migration Strategy Planner]]
- [[_COMMUNITY_Canvas Drawing Utilities|Canvas Drawing Utilities]]
- [[_COMMUNITY_Product Schema Properties|Product Schema Properties]]
- [[_COMMUNITY_Slack GIF Optimizer|Slack GIF Optimizer]]
- [[_COMMUNITY_Typography and Text Effects|Typography and Text Effects]]
- [[_COMMUNITY_API Configuration Manager|API Configuration Manager]]
- [[_COMMUNITY_PowerPoint Text Formatting|PowerPoint Text Formatting]]
- [[_COMMUNITY_Anchor Text Analyzer|Anchor Text Analyzer]]
- [[_COMMUNITY_Word Document Comments|Word Document Comments]]
- [[_COMMUNITY_Brand Entity Metadata|Brand Entity Metadata]]
- [[_COMMUNITY_Skill Validation Tool|Skill Validation Tool]]
- [[_COMMUNITY_PowerPoint Text Inventory|PowerPoint Text Inventory]]
- [[_COMMUNITY_Google API Credentials|Google API Credentials]]
- [[_COMMUNITY_Keyword Position Tracker|Keyword Position Tracker]]
- [[_COMMUNITY_Word XML Validator|Word XML Validator]]
- [[_COMMUNITY_Word XML Validator|Word XML Validator]]
- [[_COMMUNITY_PowerPoint Slide Generator|PowerPoint Slide Generator]]
- [[_COMMUNITY_GTM Audit Orchestrator|GTM Audit Orchestrator]]
- [[_COMMUNITY_Ahrefs Rank Tracking|Ahrefs Rank Tracking]]
- [[_COMMUNITY_SEO Metadata Schema|SEO Metadata Schema]]
- [[_COMMUNITY_PowerPoint XML Validator|PowerPoint XML Validator]]
- [[_COMMUNITY_Web Page SEO Analyzer|Web Page SEO Analyzer]]
- [[_COMMUNITY_Skill Extension Analyzer|Skill Extension Analyzer]]
- [[_COMMUNITY_PowerPoint Brand Styler|PowerPoint Brand Styler]]
- [[_COMMUNITY_SEO Health Orchestrator|SEO Health Orchestrator]]
- [[_COMMUNITY_Audit Prospect Properties|Audit Prospect Properties]]
- [[_COMMUNITY_Audit Finding Schema|Audit Finding Schema]]
- [[_COMMUNITY_Course Pricing Schema|Course Pricing Schema]]
- [[_COMMUNITY_SEO Audit Tools|SEO Audit Tools]]
- [[_COMMUNITY_Server Log Parser|Server Log Parser]]
- [[_COMMUNITY_PowerPoint XML Validator|PowerPoint XML Validator]]
- [[_COMMUNITY_PDF Form Filler|PDF Form Filler]]
- [[_COMMUNITY_Database Backend Protocol|Database Backend Protocol]]
- [[_COMMUNITY_DataLayer Event Validator|DataLayer Event Validator]]
- [[_COMMUNITY_Form Tracking Analyzer|Form Tracking Analyzer]]
- [[_COMMUNITY_Sitemap Hygiene Schema|Sitemap Hygiene Schema]]
- [[_COMMUNITY_Backlink Profile Auditor|Backlink Profile Auditor]]
- [[_COMMUNITY_International SEO Auditor|International SEO Auditor]]
- [[_COMMUNITY_AI Citation Analyzer|AI Citation Analyzer]]
- [[_COMMUNITY_Word Tracked Changes|Word Tracked Changes]]
- [[_COMMUNITY_Word Tracked Changes|Word Tracked Changes]]
- [[_COMMUNITY_YouTube Video Info|YouTube Video Info]]
- [[_COMMUNITY_Skill Root Migration|Skill Root Migration]]
- [[_COMMUNITY_Keyword Visibility Analysis|Keyword Visibility Analysis]]
- [[_COMMUNITY_Technical Findings Schema|Technical Findings Schema]]
- [[_COMMUNITY_Brand Severity Signals|Brand Severity Signals]]
- [[_COMMUNITY_Image Mood Calibrator|Image Mood Calibrator]]
- [[_COMMUNITY_Sitemap Crawler Utility|Sitemap Crawler Utility]]
- [[_COMMUNITY_Ahrefs API Client|Ahrefs API Client]]
- [[_COMMUNITY_D.intelligence Shared Skills|D.intelligence Shared Skills]]
- [[_COMMUNITY_Medical Procedure Keywords|Medical Procedure Keywords]]
- [[_COMMUNITY_PowerPoint Paragraph Data|PowerPoint Paragraph Data]]
- [[_COMMUNITY_Skill Structure Migration|Skill Structure Migration]]
- [[_COMMUNITY_Competitor Benchmark Schema|Competitor Benchmark Schema]]
- [[_COMMUNITY_PowerPoint Shape Inventory|PowerPoint Shape Inventory]]
- [[_COMMUNITY_Slack GIF Validator|Slack GIF Validator]]
- [[_COMMUNITY_Ranking Performance Reporter|Ranking Performance Reporter]]
- [[_COMMUNITY_Async API Client|Async API Client]]
- [[_COMMUNITY_Skill Auto-Fixer|Skill Auto-Fixer]]
- [[_COMMUNITY_Word Comment Manager|Word Comment Manager]]
- [[_COMMUNITY_URL Migration Mapper|URL Migration Mapper]]
- [[_COMMUNITY_PowerPoint Thumbnail Generator|PowerPoint Thumbnail Generator]]
- [[_COMMUNITY_Core Web Vitals|Core Web Vitals]]
- [[_COMMUNITY_Audit Account Properties|Audit Account Properties]]
- [[_COMMUNITY_Jamie Clinic Brand|Jamie Clinic Brand]]
- [[_COMMUNITY_Ulysses Content Exporter|Ulysses Content Exporter]]
- [[_COMMUNITY_Rate Limiting Client|Rate Limiting Client]]
- [[_COMMUNITY_Notion Semantic Search|Notion Semantic Search]]
- [[_COMMUNITY_Deck Builder Utilities|Deck Builder Utilities]]
- [[_COMMUNITY_Crawl Waste Analyzer|Crawl Waste Analyzer]]
- [[_COMMUNITY_Checkout Flow Auditor|Checkout Flow Auditor]]
- [[_COMMUNITY_HTML to PowerPoint|HTML to PowerPoint]]
- [[_COMMUNITY_International SEO Audit|International SEO Audit]]
- [[_COMMUNITY_Competitor Ranking Comparison|Competitor Ranking Comparison]]
- [[_COMMUNITY_Visual Theme Factory|Visual Theme Factory]]
- [[_COMMUNITY_OurDigital Content Skills|OurDigital Content Skills]]
- [[_COMMUNITY_Sales and Catalog|Sales and Catalog]]
- [[_COMMUNITY_Toxic Backlink Detector|Toxic Backlink Detector]]
- [[_COMMUNITY_Web Crawler Manager|Web Crawler Manager]]
- [[_COMMUNITY_Ghost CMS Publisher|Ghost CMS Publisher]]
- [[_COMMUNITY_Language Content Parity|Language Content Parity]]
- [[_COMMUNITY_Korean Market Expansion|Korean Market Expansion]]
- [[_COMMUNITY_International URL Patterns|International URL Patterns]]
- [[_COMMUNITY_YouTube Channel Status|YouTube Channel Status]]
- [[_COMMUNITY_PowerPoint Slide Rearranger|PowerPoint Slide Rearranger]]
- [[_COMMUNITY_Analytics Access Schema|Analytics Access Schema]]
- [[_COMMUNITY_Lesson Content Schema|Lesson Content Schema]]
- [[_COMMUNITY_GTM Implementation Tools|GTM Implementation Tools]]
- [[_COMMUNITY_Notion Content Extractor|Notion Content Extractor]]
- [[_COMMUNITY_Search Result Cache|Search Result Cache]]
- [[_COMMUNITY_SEO Audit Suite|SEO Audit Suite]]
- [[_COMMUNITY_Mac System Cleanup|Mac System Cleanup]]
- [[_COMMUNITY_Content Pipeline Orchestration|Content Pipeline Orchestration]]
- [[_COMMUNITY_Presales Content Pipeline|Presales Content Pipeline]]
- [[_COMMUNITY_Office Document Packer|Office Document Packer]]
- [[_COMMUNITY_Office Document Packer|Office Document Packer]]
- [[_COMMUNITY_Backlink Audit Logic|Backlink Audit Logic]]
- [[_COMMUNITY_Claude AI Bundler|Claude AI Bundler]]
- [[_COMMUNITY_Visual Prompt Generator|Visual Prompt Generator]]
- [[_COMMUNITY_YouTube API Testing|YouTube API Testing]]
- [[_COMMUNITY_Audit Report Generator|Audit Report Generator]]
- [[_COMMUNITY_Skill Metadata Verifier|Skill Metadata Verifier]]
- [[_COMMUNITY_Bounce Animation Effects|Bounce Animation Effects]]
- [[_COMMUNITY_Skill Initialization Script|Skill Initialization Script]]
- [[_COMMUNITY_Flip Animation Effects|Flip Animation Effects]]
- [[_COMMUNITY_Pulse Animation Effects|Pulse Animation Effects]]
- [[_COMMUNITY_Effort Cost Calculation|Effort Cost Calculation]]
- [[_COMMUNITY_Skill Packaging and Validation|Skill Packaging and Validation]]
- [[_COMMUNITY_Scope Schema Definition|Scope Schema Definition]]
- [[_COMMUNITY_Schema.org Entity Types|Schema.org Entity Types]]
- [[_COMMUNITY_PowerPoint Workflow Tools|PowerPoint Workflow Tools]]
- [[_COMMUNITY_Audit Cleanup Scripts|Audit Cleanup Scripts]]
- [[_COMMUNITY_Backlink Velocity Tracking|Backlink Velocity Tracking]]
- [[_COMMUNITY_GTM Audit Reporting|GTM Audit Reporting]]
- [[_COMMUNITY_SEO Audit Scoring|SEO Audit Scoring]]
- [[_COMMUNITY_Language Detection Audit|Language Detection Audit]]
- [[_COMMUNITY_YouTube Metadata Update|YouTube Metadata Update]]
- [[_COMMUNITY_Keyword Impact Analysis|Keyword Impact Analysis]]
- [[_COMMUNITY_Excel Formula Recalculation|Excel Formula Recalculation]]
- [[_COMMUNITY_Skill Documentation and Guides|Skill Documentation and Guides]]
- [[_COMMUNITY_Generative Art Skills|Generative Art Skills]]
- [[_COMMUNITY_SEO Schema Management|SEO Schema Management]]
- [[_COMMUNITY_Wiggle Animation Effects|Wiggle Animation Effects]]
- [[_COMMUNITY_Coaching Cost Calculation|Coaching Cost Calculation]]
- [[_COMMUNITY_Notion Schema Migration|Notion Schema Migration]]
- [[_COMMUNITY_SEO and Notion Skills|SEO and Notion Skills]]
- [[_COMMUNITY_OurDigital Brand Assets|OurDigital Brand Assets]]
- [[_COMMUNITY_Directory Cleanup Script|Directory Cleanup Script]]
- [[_COMMUNITY_Server Readiness Testing|Server Readiness Testing]]
- [[_COMMUNITY_API Parameter Definitions|API Parameter Definitions]]
- [[_COMMUNITY_Skill Directory Creation|Skill Directory Creation]]
- [[_COMMUNITY_D.intelligence Management Agents|D.intelligence Management Agents]]
- [[_COMMUNITY_Jamie Clinic Brand Guidelines|Jamie Clinic Brand Guidelines]]
- [[_COMMUNITY_XML Relationship Validation|XML Relationship Validation]]
- [[_COMMUNITY_NotebookLM Automation Skills|NotebookLM Automation Skills]]
- [[_COMMUNITY_Notion Documentation Skills|Notion Documentation Skills]]
- [[_COMMUNITY_Environment Audit Script|Environment Audit Script]]
- [[_COMMUNITY_Package Audit Script|Package Audit Script]]
- [[_COMMUNITY_Resource Audit Script|Resource Audit Script]]
- [[_COMMUNITY_Security Audit Script|Security Audit Script]]
- [[_COMMUNITY_Research Workflow Execution|Research Workflow Execution]]
- [[_COMMUNITY_Task Specification Templates|Task Specification Templates]]
- [[_COMMUNITY_Anchor Text Distribution|Anchor Text Distribution]]
- [[_COMMUNITY_Sequence Data Types|Sequence Data Types]]
- [[_COMMUNITY_Student Data Types|Student Data Types]]
- [[_COMMUNITY_Agent Research Pipelines|Agent Research Pipelines]]
- [[_COMMUNITY_D.intelligence Marketing Agents|D.intelligence Marketing Agents]]
- [[_COMMUNITY_D.intelligence Excel Tools|D.intelligence Excel Tools]]
- [[_COMMUNITY_Word Document Skills|Word Document Skills]]
- [[_COMMUNITY_GTM Management Tools|GTM Management Tools]]
- [[_COMMUNITY_GTM Automation Skills|GTM Automation Skills]]
- [[_COMMUNITY_MCP Development Guides|MCP Development Guides]]
- [[_COMMUNITY_Procurement Cost Calculation|Procurement Cost Calculation]]
- [[_COMMUNITY_Claude Skill Development|Claude Skill Development]]
- [[_COMMUNITY_Blog Publishing Tools|Blog Publishing Tools]]
- [[_COMMUNITY_Claude Configuration Tools|Claude Configuration Tools]]
- [[_COMMUNITY_Installation Script|Installation Script]]
- [[_COMMUNITY_Competitor Benchmarking Tools|Competitor Benchmarking Tools]]
- [[_COMMUNITY_D.intelligence Brand Skills|D.intelligence Brand Skills]]
- [[_COMMUNITY_Shared Agent Utilities|Shared Agent Utilities]]
- [[_COMMUNITY_Notion Database Constants|Notion Database Constants]]
- [[_COMMUNITY_D.intelligence Infrastructure|D.intelligence Infrastructure]]
- [[_COMMUNITY_Estimation and Scoping|Estimation and Scoping]]
- [[_COMMUNITY_Word Validation Modules|Word Validation Modules]]
- [[_COMMUNITY_Word Processing Validation|Word Processing Validation]]
- [[_COMMUNITY_Research Export Tools|Research Export Tools]]
- [[_COMMUNITY_GA4 and GTM Guide|GA4 and GTM Guide]]
- [[_COMMUNITY_Medical Service Templates|Medical Service Templates]]
- [[_COMMUNITY_Notion Organization Tools|Notion Organization Tools]]
- [[_COMMUNITY_PDF Processing Skills|PDF Processing Skills]]
- [[_COMMUNITY_Reference Data Management|Reference Data Management]]
- [[_COMMUNITY_Artifact Bundling Script|Artifact Bundling Script]]
- [[_COMMUNITY_Artifact Initialization Script|Artifact Initialization Script]]
- [[_COMMUNITY_PDF Rendering Script|PDF Rendering Script]]
- [[_COMMUNITY_Setup Script|Setup Script]]
- [[_COMMUNITY_Notion Mention Testing|Notion Mention Testing]]
- [[_COMMUNITY_Notion URL Parsing|Notion URL Parsing]]
- [[_COMMUNITY_Notion Text Rendering|Notion Text Rendering]]
- [[_COMMUNITY_Excel Processing Skills|Excel Processing Skills]]
- [[_COMMUNITY_Ad Manager Documentation|Ad Manager Documentation]]
- [[_COMMUNITY_Bash Command Agent|Bash Command Agent]]
- [[_COMMUNITY_Exploration Agent|Exploration Agent]]
- [[_COMMUNITY_Planning Agent|Planning Agent]]
- [[_COMMUNITY_Ahrefs Page Analysis|Ahrefs Page Analysis]]
- [[_COMMUNITY_Markdown Blog Template|Markdown Blog Template]]
- [[_COMMUNITY_Project Repository Overview|Project Repository Overview]]
- [[_COMMUNITY_Designer Skill Documentation|Designer Skill Documentation]]
- [[_COMMUNITY_Account Manager Documentation|Account Manager Documentation]]
- [[_COMMUNITY_Back Office Management|Back Office Management]]
- [[_COMMUNITY_HR Management Reference|HR Management Reference]]
- [[_COMMUNITY_Back Office Documentation|Back Office Documentation]]
- [[_COMMUNITY_Dintel System Bootstrap|Dintel System Bootstrap]]
- [[_COMMUNITY_Skill Update Documentation|Skill Update Documentation]]
- [[_COMMUNITY_OurDigital Document Documentation|OurDigital Document Documentation]]
- [[_COMMUNITY_Dual Canthoplasty Surgery|Dual Canthoplasty Surgery]]
- [[_COMMUNITY_Endoscopic Forehead Lift|Endoscopic Forehead Lift]]
- [[_COMMUNITY_Breadcrumb Schema Markup|Breadcrumb Schema Markup]]
- [[_COMMUNITY_FAQ Schema Markup|FAQ Schema Markup]]
- [[_COMMUNITY_Greeting and Introduction|Greeting and Introduction]]
- [[_COMMUNITY_Hreflang Validation Script|Hreflang Validation Script]]
- [[_COMMUNITY_Image Generation Tips|Image Generation Tips]]
- [[_COMMUNITY_Clinic Blog Style Guide|Clinic Blog Style Guide]]
- [[_COMMUNITY_Brand Tone Analysis|Brand Tone Analysis]]
- [[_COMMUNITY_GA4 Tagging Reference|GA4 Tagging Reference]]
- [[_COMMUNITY_OurDigital Journal Documentation|OurDigital Journal Documentation]]
- [[_COMMUNITY_KPI Aggregation Script|KPI Aggregation Script]]
- [[_COMMUNITY_Under-Eye Fat Rearrangement|Under-Eye Fat Rearrangement]]
- [[_COMMUNITY_Mac System Optimizer|Mac System Optimizer]]
- [[_COMMUNITY_Mac Optimization Skill|Mac Optimization Skill]]
- [[_COMMUNITY_Multi-Agent System Guide|Multi-Agent System Guide]]
- [[_COMMUNITY_NotebookLM Agent|NotebookLM Agent]]
- [[_COMMUNITY_NotebookLM Automation|NotebookLM Automation]]
- [[_COMMUNITY_NotebookLM Studio|NotebookLM Studio]]
- [[_COMMUNITY_Client Reference Library|Client Reference Library]]
- [[_COMMUNITY_Skill Creation Tool|Skill Creation Tool]]
- [[_COMMUNITY_Performance Reporting Script|Performance Reporting Script]]
- [[_COMMUNITY_Documentation Secretary Agent|Documentation Secretary Agent]]
- [[_COMMUNITY_Quotation Management Agent|Quotation Management Agent]]
- [[_COMMUNITY_Service Architecture Agent|Service Architecture Agent]]
- [[_COMMUNITY_Marketing Management Agent|Marketing Management Agent]]
- [[_COMMUNITY_PDFJS Distribution Library|PDFJS Distribution Library]]
- [[_COMMUNITY_PDF Modification Library|PDF Modification Library]]
- [[_COMMUNITY_PDF Data Extraction|PDF Data Extraction]]
- [[_COMMUNITY_PDF Command Line Tools|PDF Command Line Tools]]
- [[_COMMUNITY_PDFium Python Wrapper|PDFium Python Wrapper]]
- [[_COMMUNITY_PDF Transformation Tool|PDF Transformation Tool]]
- [[_COMMUNITY_PDF Generation Library|PDF Generation Library]]
- [[_COMMUNITY_GTM Audit Template|GTM Audit Template]]
- [[_COMMUNITY_Markdown Review Template|Markdown Review Template]]
- [[_COMMUNITY_HTML Review Template|HTML Review Template]]
- [[_COMMUNITY_SEO Content Strategy|SEO Content Strategy]]
- [[_COMMUNITY_SEO Keyword Strategy|SEO Keyword Strategy]]
- [[_COMMUNITY_SEO Link Building|SEO Link Building]]
- [[_COMMUNITY_SEO Rank Tracking|SEO Rank Tracking]]
- [[_COMMUNITY_SERP Analysis Tool|SERP Analysis Tool]]
- [[_COMMUNITY_Claude Settings Audit|Claude Settings Audit]]
- [[_COMMUNITY_Frontend Design Skill|Frontend Design Skill]]
- [[_COMMUNITY_Internal Communications Skill|Internal Communications Skill]]
- [[_COMMUNITY_Skill Development Tool|Skill Development Tool]]
- [[_COMMUNITY_Subbrow Skin Incision|Subbrow Skin Incision]]
- [[_COMMUNITY_TUI Design Tool|TUI Design Tool]]
- [[_COMMUNITY_Billing Rate Schema|Billing Rate Schema]]

## God Nodes (most connected - your core abstractions)
1. `BaseAsyncClient` - 163 edges
2. `db_session()` - 35 edges
3. `_assert()` - 33 edges
4. `Document` - 32 edges
5. `_assert()` - 31 edges
6. `parse_rich_text()` - 29 edges
7. `ConfigManager` - 28 edges
8. `PageMetadata` - 26 edges
9. `PageAnalyzer` - 26 edges
10. `BacklinkAuditor` - 26 edges

## Surprising Connections (you probably didn't know these)
- `dintel-marketing-mgr` --calls--> `D.intelligence Shared Brand Utilities`  [EXTRACTED]
  custom-skills/75-dintel-marketing-mgr/SKILL.md → _dintel-shared/src/dintel/brand.py
- `SEO Comprehensive Audit` --calls--> `Notion Writer`  [INFERRED]
  custom-skills/11-seo-comprehensive-audit/README.md → .claude/commands/notion-writer.md
- `Jamie Journal Editor Code Version — Implementation Plan` --references--> `Journal Article Validator Script`  [EXTRACTED]
  docs/superpowers/plans/2026-03-29-jamie-journal-editor-code-version.md → custom-skills/46-jamie-journal-editor/code/scripts/journal_validator.py
- `D.intelligence Back Office & HR Manager Skill` --references--> `D.intelligence Shared Brand Utilities`  [EXTRACTED]
  custom-skills/76-dintel-backoffice-mgr/SKILL.md → _dintel-shared/src/dintel/brand.py
- `D.intelligence Back Office & HR Manager Skill` --references--> `D.intelligence Shared Notion Utilities`  [EXTRACTED]
  custom-skills/76-dintel-backoffice-mgr/SKILL.md → _dintel-shared/src/dintel/notion.py

## Import Cycles
- 1-file cycle: `custom-skills/32-seo-crawl-budget/code/scripts/log_parser.py -> custom-skills/32-seo-crawl-budget/code/scripts/log_parser.py`
- 1-file cycle: `example-skills/skills-main/mcp-builder/scripts/evaluation.py -> example-skills/skills-main/mcp-builder/scripts/evaluation.py`

## Communities (356 total, 95 thin omitted)

### Community 0 - "Database Session Management"
Cohesion: 0.05
Nodes (55): Path, db_session(), Context manager for database sessions.      Usage:         with db_session() as, SHA-256 hash of normalized URL. Matches the url_hash column in schema.sql., url_hash(), list_sources(), Register a new source in the repository., List registered sources. (+47 more)

### Community 1 - "Notion Search Mocking"
Cohesion: 0.05
Nodes (56): _assert(), LLM mock returns variants; expansion includes original verbatim as first item., Duplicates removed; total ≤ max_variants., LLM returns prose instead of JSON → fall back to [original]., LLM raises → fall back to [original]., Two variants returning overlapping pages produce a deduped candidate set., When SDK is available and ANTHROPIC_API_KEY is set, use SDK path., If total candidates exceed 30, cap to 30. (+48 more)

### Community 2 - "KPI Aggregator"
Cohesion: 0.08
Nodes (38): Any, ClientSession, Namespace, format_text_report(), HealthScore, KpiAggregator, KpiDimension, KpiMetric (+30 more)

### Community 3 - "Performance Reporting"
Cohesion: 0.06
Nodes (39): Any, ClientSession, Namespace, format_text_report(), get_date_range(), get_previous_range(), main(), parse_args() (+31 more)

### Community 4 - "Knowledge Graph Construction"
Cohesion: 0.08
Nodes (50): build_entities(), flatten(), main(), query_kg(), _address_locality(), _address_street(), all_strings(), _check_value_formats() (+42 more)

### Community 5 - "Schema Draft Builder"
Cohesion: 0.07
Nodes (41): Any, Namespace, collect_claims(), fill(), load_rows(), main(), map_columns(), _norm() (+33 more)

### Community 6 - "MCP Connection Handler"
Cohesion: 0.06
Nodes (37): ABC, Anthropic, Any, Any, Path, create_connection(), MCPConnection, MCPConnectionHTTP (+29 more)

### Community 7 - "E-commerce SEO Auditor"
Cohesion: 0.07
Nodes (36): Any, ClientSession, CategoryNode, DuplicateGroup, EcommerceAuditor, EcommerceAuditResult, get_faceted_params(), is_category_url() (+28 more)

### Community 8 - "Page Metadata Analyzer"
Cohesion: 0.08
Nodes (31): BeautifulSoup, HeadingData, LinkData, main(), OpenGraphData, PageAnalyzer, PageMetadata, Page Analyzer - Extract SEO metadata from web pages ============================ (+23 more)

### Community 9 - "AI Visibility Tracker"
Cohesion: 0.07
Nodes (34): ArgumentParser, AiVisibilityResult, AiVisibilityTracker, build_parser(), call_mcp_tool(), CompetitorVisibility, HistoryPoint, ImpressionMetrics (+26 more)

### Community 10 - "SQL Query Extraction"
Cohesion: 0.07
Nodes (29): Any, Exception, _extract_insert_columns(), _extract_limit(), _extract_order_by(), _extract_set_columns(), _extract_table_name(), _extract_where_conditions() (+21 more)

### Community 11 - "Animation Easing Functions"
Cohesion: 0.07
Nodes (31): apply_squash_stretch(), calculate_arc_motion(), ease_back_in(), ease_back_in_out(), ease_back_out(), ease_in_cubic(), ease_in_elastic(), ease_in_out_quad() (+23 more)

### Community 12 - "Branded Document Generation"
Cohesion: 0.06
Nodes (42): Path, Path, Path, Brand constants and identity for D.intelligence.  Canon compliance: v1.3 (2026, add_bilingual_heading(), add_section_heading(), create_branded_doc(), Document generation utilities for D.intelligence branded outputs. (+34 more)

### Community 13 - "Competitive Content Monitor"
Cohesion: 0.08
Nodes (34): Namespace, async_main(), CompetitiveAlert, CompetitiveMonitor, CompetitiveMonitorResult, ContentVelocity, DrTrend, _format_text_report() (+26 more)

### Community 14 - "Site Migration Monitor"
Cohesion: 0.08
Nodes (34): Any, Namespace, async_main(), _format_text_report(), IndexationStatus, main(), MigrationAlert, MigrationMonitor (+26 more)

### Community 15 - "Frame Animation Utilities"
Cohesion: 0.08
Nodes (44): interpolate(), Interpolate between two values with easing.      Args:         start: Start valu, create_blank_frame(), draw_circle(), draw_emoji_enhanced(), Create a blank frame with solid color background.      Args:         width: Fram, Draw emoji with optional shadow for better visual quality.      Args:         fr, Draw a circle on a frame.      Args:         frame: PIL Image to draw on (+36 more)

### Community 16 - "Crawl Manifest Management"
Cohesion: 0.10
Nodes (32): CrawlResult, Path, Manifest, create_crawl_result(), dedup_manifest_urls(), merge_manifests(), Manifest I/O for reference discovery and crawl results., Read a manifest JSON file. (+24 more)

### Community 17 - "SERP Feature Analyzer"
Cohesion: 0.07
Nodes (31): Any, ArgumentParser, _bool_icon(), build_parser(), CompetitorPosition, load_keywords(), main(), print_rich_report() (+23 more)

### Community 18 - "Backlink Gap Finder"
Cohesion: 0.08
Nodes (30): Any, Namespace, format_rich_output(), GapSummary, LinkGapFinder, LinkGapResult, LinkOpportunity, main() (+22 more)

### Community 19 - "Markdown to Notion Parser"
Cohesion: 0.10
Nodes (43): markdown_to_notion_blocks(), Convert markdown text (or pre-split lines) to Notion block objects.      Reentra, _assert(), An unrecognized alert type renders as a plain quote with the marker preserved., Toggle body can hold any block type via _parse_lines recursion., details_depth tracking allows <details> inside <details>., Missing </details> at EOF degrades to paragraphs, no crash., Columns can hold any block type via per-column _parse_lines recursion. (+35 more)

### Community 20 - "Knowledge Graph Analyzer"
Cohesion: 0.08
Nodes (30): Any, ClientSession, Namespace, display_result(), KnowledgeGraphAnalyzer, KnowledgeGraphResult, KnowledgePanel, KnowledgePanelAttribute (+22 more)

### Community 21 - "Content Freshness Auditor"
Cohesion: 0.08
Nodes (27): Any, ArgumentParser, ClientSession, build_parser(), ContentAuditor, ContentAuditResult, ContentInventory, ContentPage (+19 more)

### Community 22 - "Product Schema Checker"
Cohesion: 0.07
Nodes (26): ClientSession, main(), print_rich_report(), ProductSchema, ProductSchemaChecker, Product Schema Checker ====================== Purpose: Validate Product structur, Validate Product structured data on e-commerce pages., Extract all structured data from HTML (JSON-LD, Microdata, RDFa). (+18 more)

### Community 23 - "Content Brief Generator"
Cohesion: 0.08
Nodes (26): ArgumentParser, ClientSession, build_parser(), CompetitorPageAnalysis, ContentBrief, ContentBriefGenerator, format_text_report(), main() (+18 more)

### Community 24 - "Core Data Models"
Cohesion: 0.11
Nodes (34): BaseModel, Enum, ChangeType, CrawlMethod, CrawlStatus, CredibilityTier, Decision, DistilledContent (+26 more)

### Community 25 - "Content Gap Analyzer"
Cohesion: 0.08
Nodes (26): Any, ArgumentParser, build_parser(), CalendarEntry, ContentGapAnalyzer, ContentGapResult, format_text_report(), main() (+18 more)

### Community 26 - "Brand Entity Auditor"
Cohesion: 0.09
Nodes (27): Any, ClientSession, Namespace, BrandSerpResult, display_result(), EntityAuditor, EntityAuditResult, EntitySchema (+19 more)

### Community 27 - "SEO Report Aggregator"
Cohesion: 0.10
Nodes (26): Any, Namespace, AggregatedReport, async_main(), _format_text_report(), main(), parse_args(), Report Aggregator - Collect and normalize outputs from all SEO skills ========== (+18 more)

### Community 28 - "Base Schema Validation"
Cohesion: 0.07
Nodes (19): BaseSchemaValidator, Base validator with common validation logic for document files., Run all validation checks and return True if all pass., Validate that all XML files are well-formed., Validate that namespace prefixes in Ignorable attributes are declared., Validate that specific IDs are unique according to OOXML requirements., Validate that all .rels files properly reference files and that all files are re, Validate that all r:id attributes in XML files reference existing IDs         in (+11 more)

### Community 29 - "Crawl Budget Analysis"
Cohesion: 0.11
Nodes (18): BotIdentification, LogEntry, CrawlBudgetAnalyzer, CrawlWaste, Analyze crawl budget efficiency from server access logs., Use LogParser to load all bot requests from the log file., Fetch and parse an XML sitemap, returning the set of URLs., Fetch a child sitemap from a sitemap index. (+10 more)

### Community 30 - "Async API Client"
Cohesion: 0.06
Nodes (22): Any, Logger, BaseAsyncClient, ConfigManager, RateLimiter, Base Client - Shared async client utilities ====================================, Execute a request with rate limiting and retry., Execute multiple requests concurrently. (+14 more)

### Community 31 - "Async API Client"
Cohesion: 0.06
Nodes (22): Any, Logger, BaseAsyncClient, ConfigManager, RateLimiter, Base Client - Shared async client utilities ====================================, Execute a request with rate limiting and retry., Execute multiple requests concurrently. (+14 more)

### Community 32 - "Async API Client"
Cohesion: 0.06
Nodes (22): Any, Logger, BaseAsyncClient, ConfigManager, RateLimiter, Base Client - Shared async client utilities ====================================, Execute a request with rate limiting and retry., Execute multiple requests concurrently. (+14 more)

### Community 33 - "Async API Client"
Cohesion: 0.06
Nodes (22): Any, Logger, BaseAsyncClient, ConfigManager, RateLimiter, Base Client - Shared async client utilities ====================================, Execute a request with rate limiting and retry., Execute multiple requests concurrently. (+14 more)

### Community 34 - "Async API Client"
Cohesion: 0.06
Nodes (22): Any, Logger, BaseAsyncClient, ConfigManager, RateLimiter, Base Client - Shared async client utilities ====================================, Execute a request with rate limiting and retry., Execute multiple requests concurrently. (+14 more)

### Community 35 - "Async API Client"
Cohesion: 0.06
Nodes (22): Any, Logger, BaseAsyncClient, ConfigManager, RateLimiter, Base Client - Shared async client utilities ====================================, Execute a request with rate limiting and retry., Execute multiple requests concurrently. (+14 more)

### Community 36 - "Naver SERP Analyzer"
Cohesion: 0.09
Nodes (25): Any, ArgumentParser, build_parser(), load_keywords(), main(), NaverSection, NaverSerpAnalyzer, NaverSerpResult (+17 more)

### Community 37 - "Async API Client"
Cohesion: 0.06
Nodes (22): Any, Logger, BaseAsyncClient, ConfigManager, RateLimiter, Base Client - Shared async client utilities ====================================, Execute a request with rate limiting and retry., Execute multiple requests concurrently. (+14 more)

### Community 38 - "Async API Client"
Cohesion: 0.06
Nodes (22): Any, Logger, BaseAsyncClient, ConfigManager, RateLimiter, Base Client - Shared async client utilities ====================================, Execute a request with rate limiting and retry., Execute multiple requests concurrently. (+14 more)

### Community 39 - "Async API Client"
Cohesion: 0.06
Nodes (22): Any, Logger, BaseAsyncClient, ConfigManager, RateLimiter, Base Client - Shared async client utilities ====================================, Execute a request with rate limiting and retry., Execute multiple requests concurrently. (+14 more)

### Community 40 - "Async API Client"
Cohesion: 0.06
Nodes (22): Any, Logger, BaseAsyncClient, ConfigManager, RateLimiter, Base Client - Shared async client utilities ====================================, Execute a request with rate limiting and retry., Execute multiple requests concurrently. (+14 more)

### Community 41 - "Async API Client"
Cohesion: 0.06
Nodes (22): Any, Logger, BaseAsyncClient, ConfigManager, RateLimiter, Base Client - Shared async client utilities ====================================, Execute a request with rate limiting and retry., Execute multiple requests concurrently. (+14 more)

### Community 42 - "Async API Client"
Cohesion: 0.06
Nodes (22): Any, Logger, BaseAsyncClient, ConfigManager, RateLimiter, Base Client - Shared async client utilities ====================================, Execute a request with rate limiting and retry., Execute multiple requests concurrently. (+14 more)

### Community 43 - "Async API Client"
Cohesion: 0.06
Nodes (22): Any, Logger, BaseAsyncClient, ConfigManager, RateLimiter, Base Client - Shared async client utilities ====================================, Execute a request with rate limiting and retry., Execute multiple requests concurrently. (+14 more)

### Community 44 - "Async API Client"
Cohesion: 0.06
Nodes (22): Any, Logger, BaseAsyncClient, ConfigManager, RateLimiter, Base Client - Shared async client utilities ====================================, Execute a request with rate limiting and retry., Execute multiple requests concurrently. (+14 more)

### Community 45 - "Async API Client"
Cohesion: 0.06
Nodes (22): Any, Logger, BaseAsyncClient, ConfigManager, RateLimiter, Base Client - Shared async client utilities ====================================, Execute a request with rate limiting and retry., Execute multiple requests concurrently. (+14 more)

### Community 46 - "Async API Client"
Cohesion: 0.06
Nodes (22): Any, Logger, BaseAsyncClient, ConfigManager, RateLimiter, Base Client - Shared async client utilities ====================================, Execute a request with rate limiting and retry., Execute multiple requests concurrently. (+14 more)

### Community 47 - "SEO Dashboard Generator"
Cohesion: 0.09
Nodes (21): Any, Namespace, DashboardConfig, DashboardGenerator, main(), parse_args(), Dashboard Generator - Interactive HTML SEO dashboard with Chart.js =============, Configuration for dashboard generation. (+13 more)

### Community 48 - "Extended Schema Validation"
Cohesion: 0.08
Nodes (17): BaseSchemaValidator, Base validator with common validation logic for document files., Run all validation checks and return True if all pass., Validate that all XML files are well-formed., Validate that namespace prefixes in Ignorable attributes are declared., Validate that specific IDs are unique according to OOXML requirements., Validate that all .rels files properly reference files and that all files are re, Validate that all content files are properly declared in [Content_Types].xml. (+9 more)

### Community 49 - "Web Page Scraper"
Cohesion: 0.12
Nodes (19): BeautifulSoup, PageAnalyzer, PageMetadata, Analyze web pages for SEO metadata., Initialize page analyzer.          Args:             user_agent: Custom user age, Analyze a URL and extract SEO metadata.          Args:             url: URL to a, Extract title and meta description., Extract canonical URL. (+11 more)

### Community 50 - "Reference Curator Utilities"
Cohesion: 0.09
Nodes (31): Path, Logger, count_tokens(), Common utilities for the reference curator pipeline., Convert text to a URL/folder-friendly slug.      >>> slugify("Prompt Engineering, Approximate token count using chars/4 heuristic.      Good enough for compressio, Configure and return a logger for the reference curator pipeline., setup_logging() (+23 more)

### Community 51 - "Keyword Research Tool"
Cohesion: 0.10
Nodes (21): call_mcp_tool(), format_text_report(), KeywordCluster, KeywordEntry, KeywordResearcher, main(), Keyword Researcher - Seed keyword expansion, intent classification, and topic cl, Group of semantically related keywords. (+13 more)

### Community 52 - "Content Synthesis Engine"
Cohesion: 0.09
Nodes (17): Any, ContentSynthesizer, main(), Calculate topic importance score, Extract bullet points from section content, Analyzes research and generates presentation structure, Generate speaker notes for section, Generate meeting agenda from topics (+9 more)

### Community 53 - "Document Relationship Manager"
Cohesion: 0.08
Nodes (17): Document, Generate XML for comment range end with reference run.          Note: w:rsidR is, Generate XML for comment reference run.          Note: w:rsidR is automatically, Check if a relationship with given target exists., Check if an override with given part name exists., Ensure word/_rels/document.xml.rels has comment relationships., Ensure [Content_Types].xml has comment content types., Manages comments in unpacked Word documents. (+9 more)

### Community 54 - "Particle Physics System"
Cohesion: 0.08
Nodes (19): Particle, ParticleSystem, Manages a collection of particles., Initialize particle system., Emit a burst of particles.          Args:             x, y: Emission position, Emit confetti particles (colorful, falling).          Args:             x, y: Em, A single particle in a particle system., Emit sparkle particles (twinkling stars).          Args:             x, y: Emiss (+11 more)

### Community 55 - "Notion Block Writer"
Cohesion: 0.15
Nodes (30): Any, Jamie Brand Editor README, Notion Writer (Skill 32) — Extended Block Coverage Design, Notion Writer — Extended Block Coverage Implementation Plan, create_bulleted_list_block(), create_callout_block(), create_code_block(), create_column_list_block() (+22 more)

### Community 56 - "SEO Crawler Adapter"
Cohesion: 0.10
Nodes (29): Path, cli(), crawl(), crawl_manifest(), crawl_sitemap(), crawl_urls(), CrawlProgress, discover() (+21 more)

### Community 57 - "Gemini Content Evaluator"
Cohesion: 0.08
Nodes (29): _derive_verdict(), evaluate_content(), is_available(), _parse_response(), Gemini CLI wrapper for independent content quality evaluation.  Uses the Gemini, Parse Gemini's response, handling markdown-wrapped JSON., Validate that the evaluation has required fields and reasonable values., Derive verdict from scores if Gemini didn't provide one. (+21 more)

### Community 58 - "Sitemap Crawl Progress"
Cohesion: 0.13
Nodes (20): Path, CrawlProgress, CrawlResult, get_active_crawls(), get_all_crawls(), get_crawl_status(), main(), print_progress_status() (+12 more)

### Community 59 - "Gateway Page Generator"
Cohesion: 0.14
Nodes (20): Path, Brand, create_sample_data(), GatewayPageGenerator, Location, main(), Generate content variations for uniqueness, Add local elements to content (+12 more)

### Community 60 - "Google Search Console Client"
Cohesion: 0.10
Nodes (19): main(), Google Search Console Client ============================ Purpose: Interact with, Get search analytics data.          Args:             site_url: Site URL (e.g.,, Get top search queries by clicks., Get top pages by clicks., Get list of sitemaps for a site., Submit a sitemap for indexing., Inspect a URL's indexing status.          Note: This uses the URL Inspection API (+11 more)

### Community 61 - "Keyword Gap Analyzer"
Cohesion: 0.11
Nodes (22): call_mcp_tool(), classify_intent(), extract_domain(), format_text_report(), GapAnalysisResult, GapKeyword, KeywordGapAnalyzer, main() (+14 more)

### Community 62 - "Robots.txt Validator"
Cohesion: 0.11
Nodes (19): main(), Robots.txt Checker - Analyze robots.txt configuration ==========================, Fetch robots.txt content., Parse robots.txt content., Check for syntax issues., Analyze blocking rules., Represents a robots.txt issue., Analyze sitemap declarations. (+11 more)

### Community 63 - "File System Organizer"
Cohesion: 0.16
Nodes (27): apply_proposals(), FolderScan, is_sensitive(), is_visible(), list_visible_dirs(), list_visible_files(), main(), Proposal (+19 more)

### Community 64 - "Executive Report Generator"
Cohesion: 0.12
Nodes (20): Any, Namespace, AudienceConfig, ExecutiveReportGenerator, ExecutiveSummary, main(), parse_args(), Executive Report - Korean-language executive summary generation ================ (+12 more)

### Community 65 - "XML Document Utilities"
Cohesion: 0.09
Nodes (17): range, _generate_rsid(), Generate random 8-character hex RSID., _create_line_tracking_parser(), Recursively extract all text content from an element.          Skips text nodes, Replace a DOM element with new XML content.          Args:             elem: def, Insert XML content after a DOM element.          Args:             elem: defused, Insert XML content before a DOM element.          Args:             elem: defuse (+9 more)

### Community 66 - "Notion Async Organizer"
Cohesion: 0.12
Nodes (16): example_audit_database(), example_bulk_status_update(), main(), NotionAsyncOrganizer, Notion Async Organizer - Base Template ====================================== Pu, Fetch full schema (properties) for a database or data source., Fetch all pages from a data source with pagination., Update a single page's properties. (+8 more)

### Community 67 - "Color Palette Utilities"
Cohesion: 0.09
Nodes (25): blend_colors(), create_gradient_colors(), darken_color(), get_complementary_color(), get_emoji_palette(), get_impact_color(), get_palette(), get_text_color_for_background() (+17 more)

### Community 68 - "Vector Drawing Utilities"
Cohesion: 0.08
Nodes (27): ease_out_quad(), Quadratic ease-out (fast start, decelerating)., add_vignette(), composite_layers(), create_gradient_background(), draw_circle_with_shadow(), draw_emoji(), draw_line() (+19 more)

### Community 69 - "Bounding Box Validator"
Cohesion: 0.13
Nodes (14): get_bounding_box_messages(), RectAndField, Test that entry box height is checked against font size, Helper to create a JSON stream from data, Test that adequate entry box height passes, Test that default font size is used when not specified, Test case with no bounding box intersections, Test that missing entry_text doesn't cause height check (+6 more)

### Community 70 - "PageSpeed Insights Client"
Cohesion: 0.12
Nodes (16): CoreWebVitals, main(), PageSpeedClient, PageSpeedResult, PageSpeed Insights Client ========================= Purpose: Get Core Web Vitals, Initialize PageSpeed client.          Args:             api_key: PageSpeed API k, Rate a metric against thresholds., Analyze a URL with PageSpeed Insights.          Args:             url: URL to an (+8 more)

### Community 71 - "JSON-LD Schema Validator"
Cohesion: 0.12
Nodes (17): main(), Schema Validator - Validate JSON-LD structured data markup =====================, Extract all structured data from a URL., Extract structured data from HTML content., Validate schema from URL, HTML, or direct schema dict., Validate a single schema object., Type-specific validation rules., Check if schema is eligible for Google Rich Results. (+9 more)

### Community 72 - "Sitemap XML Validator"
Cohesion: 0.11
Nodes (18): main(), Sitemap Validator - Validate XML sitemaps ======================================, Fetch sitemap content, handling gzip compression., Parse sitemap XML content., Validate a sitemap URL., Validate ISO 8601 date format., Check HTTP status of URLs in sitemap., Represents a sitemap validation issue. (+10 more)

### Community 73 - "System Installation Scripts"
Cohesion: 0.32
Nodes (25): check_prerequisites(), check_status(), configure_environment(), create_directories(), export_claude_ai(), install(), install_configs(), install_minimal() (+17 more)

### Community 74 - "AI Citation Analyzer"
Cohesion: 0.11
Nodes (17): BaseAsyncClient, AiCitationAnalyzer, AiResponse, CitedDomain, CitedPage, Analyze AI answer citations and source pages for a brand., Fetch AI-generated responses mentioning the brand via brand-radar-ai-responses., Fetch domains cited in AI answers via brand-radar-cited-domains. (+9 more)

### Community 75 - "Journal Compliance Validator"
Cohesion: 0.11
Nodes (18): ArgumentParser, _build_parser(), ComplianceChecker, JournalValidator, LinkRecommender, main(), _print_summary_table(), journal_validator.py — Jamie Journal Editor validation tool.  Usage:     python (+10 more)

### Community 76 - "Notion Search Enrichment"
Cohesion: 0.12
Nodes (24): Path, _block_text(), enrich_candidates(), expand_query(), _extract_title(), _fallback_rank(), _fetch_excerpt(), _flatten_property() (+16 more)

### Community 77 - "Environment Configuration"
Cohesion: 0.11
Nodes (23): Any, Path, _expand_env_vars(), _expand_recursive(), get_crawl_config(), get_db_config(), get_export_config(), get_library_path() (+15 more)

### Community 78 - "Keyword Ranking Reporter"
Cohesion: 0.13
Nodes (15): PositionSnapshot, RankingReporter, RankingTrend, Generate ranking performance reports with trend analysis., Extract brand terms from the target domain name., Fetch historical position data from Ahrefs rank-tracker-overview         with da, Call Ahrefs rank-tracker-overview with date range., Compute overall trend summary from keyword trends.          Returns dict with im (+7 more)

### Community 79 - "Installation Health Check"
Cohesion: 0.19
Nodes (15): Colors, fail(), info(), InstallationValidator, main(), ok(), Check environment variables are set., Check Python virtual environment. (+7 more)

### Community 80 - "Notion API Compatibility"
Cohesion: 0.12
Nodes (23): APIResponseError, Any, Client, build_data_source_parent(), coerce_properties(), coerce_property_value(), explain_api_error(), find_existing_page() (+15 more)

### Community 81 - "Brand Identity Guidelines"
Cohesion: 0.09
Nodes (24): Brand Voice Reference, Chapter Extraction Patterns Guide, Content Patterns Reference, Current FAQ Entries, Jamie Instagram Hashtag Database, Jamie Instagram Design Guidelines v2.0, Jamie Brand Audit, Jamie Brand Editor (+16 more)

### Community 82 - "Keyword Intent Analyzer"
Cohesion: 0.12
Nodes (14): KeywordAnalyzer, KeywordData, main(), Generates long-tail keyword variations, Generates question-based keywords for featured snippets, Data structure for keyword information, Calculates user intent distribution across keywords, Generates SEO recommendations based on analysis (+6 more)

### Community 83 - "Content Compliance Checker"
Cohesion: 0.13
Nodes (14): ComplianceChecker, ComplianceViolation, main(), Jamie Marketing Brand Editor - Compliance Checker ==============================, Create a ComplianceViolation object from a regex match., Check if required disclaimers are present in content., Count violations by severity level., Generate actionable recommendations based on violations found. (+6 more)

### Community 84 - "Content Compliance Checker"
Cohesion: 0.13
Nodes (14): ComplianceChecker, ComplianceViolation, main(), Jamie Marketing Brand Editor - Compliance Checker ==============================, Create a ComplianceViolation object from a regex match., Check if required disclaimers are present in content., Count violations by severity level., Generate actionable recommendations based on violations found. (+6 more)

### Community 85 - "Project Ownership Manager"
Cohesion: 0.16
Nodes (22): Path, check_commit_message(), get_agent_author(), get_file_owner(), get_project_root(), is_file_locked(), list_expired(), load_yaml_file() (+14 more)

### Community 86 - "Site Claim Extractor"
Cohesion: 0.13
Nodes (17): HTMLParser, claims_from_page(), entity_id_for(), flatten(), gather_pages(), main(), MetaParser, primary_type() (+9 more)

### Community 87 - "Credential Setup Script"
Cohesion: 0.31
Nodes (22): check_prerequisites(), error(), fetch_from_1password(), info(), main_install(), print_banner(), print_usage(), remove_global_commands() (+14 more)

### Community 88 - "DOCX XML Editor"
Cohesion: 0.11
Nodes (12): DocxXMLEditor, Inject RSID, author, and date attributes into DOM nodes where applicable., Replace node with automatic attribute injection., Insert before with automatic attribute injection., Reject an insertion by wrapping its content in a deletion.          Wraps all ru, Reject a deletion by re-inserting the deleted content.          Creates w:ins el, Transform paragraph XML to add tracked change wrapping for insertion.          W, XMLEditor that automatically applies RSID, author, and date to new elements. (+4 more)

### Community 89 - "Server Log Parser"
Cohesion: 0.12
Nodes (13): LogEntry, LogParser, A single parsed log entry., Parse server access logs and identify search engine bot traffic., Auto-detect log format from a sample line., Parse a single Nginx combined format log line., Parse a single Apache combined format log line., Parse a CloudFront tab-separated log line. (+5 more)

### Community 90 - "Notion Page Utilities"
Cohesion: 0.15
Nodes (22): Client, append_to_page(), clear_page_content(), create_database_row(), extract_notion_id(), format_id_with_dashes(), get_database_info(), get_page_info() (+14 more)

### Community 91 - "Configured Async Client"
Cohesion: 0.10
Nodes (9): Any, Logger, BaseAsyncClient, ConfigManager, RateLimiter, Base Client - Shared async client utilities ====================================, Rate limiter using token bucket algorithm., Manage API configuration and credentials. (+1 more)

### Community 92 - "PowerPoint Shape Analyzer"
Cohesion: 0.13
Nodes (12): Data structure for shape properties extracted from a PowerPoint shape., Convert EMUs (English Metric Units) to inches., Convert inches to pixels at given DPI., Get slide dimensions from slide object.          Args:             slide: Slide, Initialize from a PowerPoint shape object.          Args:             shape: The, Get usable width and height in pixels after accounting for margins., Wrap a single line of text to fit within max_width_px., Estimate if text overflows the shape bounds using PIL text measurement. (+4 more)

### Community 93 - "Skill Installation Manager"
Cohesion: 0.29
Nodes (20): detect_claude_paths(), detect_package_manager(), detect_platform(), detect_python(), install_code_skills(), install_desktop_skills(), install_python_env(), interactive_prompt() (+12 more)

### Community 94 - "Notion Database Migrator"
Cohesion: 0.17
Nodes (10): main(), Fetch all pages from source data source., Transform a property value from source to target type., Map source page properties to target schema., Migrate a single page to target database., Execute full migration. Resolves both IDs to data_source_ids once., Migrate data between Notion databases with property mapping., Accept database_id or data_source_id; return data_source_id. (+2 more)

### Community 95 - "Visual Effects Engine"
Cohesion: 0.14
Nodes (19): add_drop_shadow(), add_glow_effect(), add_motion_blur(), apply_screen_shake(), create_explosion_effect(), create_impact_flash(), create_screen_shake_offset(), create_shockwave_rings() (+11 more)

### Community 96 - "Rate Limited Client"
Cohesion: 0.12
Nodes (13): Any, Logger, BaseAsyncClient, RateLimiter, Base Client - Shared async client utilities ====================================, Execute multiple requests concurrently., Print request statistics., Rate limiter using token bucket algorithm. (+5 more)

### Community 97 - "Migration Planning Logic"
Cohesion: 0.16
Nodes (11): Any, MigrationPlanner, Plans site migrations using Firecrawl for crawling and Ahrefs for SEO data., Extract bare domain from URL or return as-is if already bare., Simulate Ahrefs MCP call. In production, routed via MCP bridge., Simulate Firecrawl MCP call. In production, routed via MCP bridge., Fetch top pages with traffic and keyword data from Ahrefs., Fetch overall site metrics from Ahrefs. (+3 more)

### Community 98 - "Migration Strategy Planner"
Cohesion: 0.16
Nodes (17): Namespace, async_main(), _format_text_report(), main(), MigrationBaseline, MigrationPlan, parse_args(), Migration Planner - SEO Site Migration Planning ================================ (+9 more)

### Community 99 - "Canvas Drawing Utilities"
Cohesion: 0.11
Nodes (5): Entity, initializeSeed(), params, regenerate(), setup()

### Community 100 - "Product Schema Properties"
Cohesion: 0.11
Nodes (19): type, type, properties, type, currency, hours, label, qty (+11 more)

### Community 101 - "Slack GIF Optimizer"
Cohesion: 0.14
Nodes (12): GIFBuilder, Remove duplicate or near-duplicate consecutive frames.          Args:, Save frames as optimized GIF for Slack.          Args:             output_path:, Builder for creating optimized GIFs from frames., Initialize GIF builder.          Args:             width: Frame width in pixels, Clear all frames (useful for creating multiple GIFs)., Add a frame to the GIF.          Args:             frame: Frame as numpy array o, Add multiple frames at once. (+4 more)

### Community 102 - "Typography and Text Effects"
Cohesion: 0.16
Nodes (18): draw_text_in_box(), draw_text_with_glow(), draw_text_with_outline(), draw_text_with_shadow(), get_font(), get_optimal_font_size(), get_text_size(), Draw text with drop shadow for depth.      Args:         frame: PIL Image to dra (+10 more)

### Community 103 - "API Configuration Manager"
Cohesion: 0.11
Nodes (10): ConfigManager, Base Client - Shared async client utilities ====================================, Manage API configuration and credentials., Get Google service account credentials path., Get PageSpeed Insights API key., Get Custom Search API key., Get Custom Search Engine ID., Get Notion API token. (+2 more)

### Community 104 - "PowerPoint Text Formatting"
Cohesion: 0.15
Nodes (18): Any, InventoryData, apply_font_properties(), apply_paragraph_properties(), apply_replacements(), check_duplicate_keys(), clear_paragraph_bullets(), detect_frame_overflow() (+10 more)

### Community 105 - "Anchor Text Analyzer"
Cohesion: 0.21
Nodes (7): BacklinkAuditor, Analyze backlink profiles using Ahrefs MCP tools., Analyze anchor text distribution via site-explorer-anchors., Check if anchor text is a brand mention., Check if anchor text is a naked URL., Check if anchor text is generic., Check if anchor is exact-match keyword (not brand).

### Community 106 - "Word Document Comments"
Cohesion: 0.17
Nodes (10): _generate_hex_id(), Add a single comment to comments.xml., Add a single comment to commentsExtended.xml., Add a single comment to commentsExtensible.xml., Generate XML for comment range start., Insert after with automatic attribute injection., Append to with automatic attribute injection., Generate random 8-character hex ID for para/durable IDs.      Values are constra (+2 more)

### Community 107 - "Brand Entity Metadata"
Cohesion: 0.11
Nodes (18): properties, type, type, enum, type, legacy_contamination, name_split, panel (+10 more)

### Community 108 - "Skill Validation Tool"
Cohesion: 0.17
Nodes (9): Path, main(), Verify 'ourdigital' keyword in triggers., Print validation report., Verify required directories exist., Verify SKILL.md files exist., Verify YAML frontmatter in SKILL.md files., Verify SKILL.md body is within word limit. (+1 more)

### Community 109 - "PowerPoint Text Inventory"
Cohesion: 0.14
Nodes (16): InventoryData, Path, InventoryDict, extract_text_inventory(), get_inventory_as_dict(), main(), Save inventory to JSON file with proper formatting.      Converts ShapeData obje, Get the font file path for a given font name.          Args:             font_na (+8 more)

### Community 110 - "Google API Credentials"
Cohesion: 0.12
Nodes (9): ConfigManager, Manage API configuration and credentials., Get Google service account credentials path., Get PageSpeed Insights API key., Get Custom Search API key., Get Custom Search Engine ID., Get Notion API token., Validate Google credentials are configured. (+1 more)

### Community 111 - "Keyword Position Tracker"
Cohesion: 0.15
Nodes (13): Namespace, format_text_report(), main(), parse_args(), PositionAlert, Position Tracker - Keyword Ranking Monitor via Ahrefs Rank Tracker =============, Alert for significant position change., Keyword segment aggregation. (+5 more)

### Community 112 - "Word XML Validator"
Cohesion: 0.17
Nodes (9): DOCXSchemaValidator, Validator for Word document XML files against XSD schemas., Validate that w:t elements are not within w:del elements.         For some reaso, Count the number of paragraphs in the unpacked document., Count the number of paragraphs in the original docx file., Validate that w:delText elements are not within w:ins elements.         w:delTex, Run all validation checks and return True if all pass., Compare paragraph counts between original and new document. (+1 more)

### Community 113 - "Word XML Validator"
Cohesion: 0.17
Nodes (9): DOCXSchemaValidator, Validator for Word document XML files against XSD schemas., Validate that w:t elements are not within w:del elements.         For some reaso, Count the number of paragraphs in the unpacked document., Count the number of paragraphs in the original docx file., Validate that w:delText elements are not within w:ins elements.         w:delTex, Run all validation checks and return True if all pass., Compare paragraph counts between original and new document. (+1 more)

### Community 114 - "PowerPoint Slide Generator"
Cohesion: 0.15
Nodes (4): fs, main(), path, PresentationGenerator

### Community 115 - "GTM Audit Orchestrator"
Cohesion: 0.16
Nodes (9): GTMAuditor, Main GTM audit orchestrator., Intercept and log network requests to tag destinations., Inject dataLayer monitoring script., Verify GTM container installation., Simulate scroll to trigger scroll-depth tags., Generate recommendations based on findings., Generate audit checklist. (+1 more)

### Community 116 - "Ahrefs Rank Tracking"
Cohesion: 0.15
Nodes (9): PositionTracker, Track keyword ranking positions via Ahrefs Rank Tracker., Extract brand terms from the target domain name., Fetch tracked keywords from Ahrefs management-project-keywords.          Uses Ah, Call Ahrefs management-projects MCP tool.         In production, this calls the, Call Ahrefs management-project-keywords MCP tool., Fetch current keyword positions via Ahrefs rank-tracker-overview.          Retur, Call Ahrefs rank-tracker-overview MCP tool. (+1 more)

### Community 117 - "SEO Metadata Schema"
Cohesion: 0.12
Nodes (16): type, enum, type, type, enum, type, hotel_on_property, hreflang (+8 more)

### Community 118 - "PowerPoint XML Validator"
Cohesion: 0.17
Nodes (9): BaseSchemaValidator, PPTXSchemaValidator, Validator for PowerPoint presentation XML files against XSD schemas., Check if a value has the general structure of a UUID., Validate that sldLayoutId elements in slide masters reference valid slide layout, Validate that each slide has exactly one slideLayout reference., Validate that each notesSlide file is referenced by only one slide., Run all validation checks and return True if all pass. (+1 more)

### Community 119 - "Web Page SEO Analyzer"
Cohesion: 0.12
Nodes (13): HeadingData, LinkData, main(), OpenGraphData, Page Analyzer - Extract SEO metadata from web pages ============================, Convert to dictionary for JSON serialization., Get a brief summary of the page analysis., Represents a link found on a page. (+5 more)

### Community 120 - "Skill Extension Analyzer"
Cohesion: 0.22
Nodes (8): Path, ExtensionsAnalyzer, main(), Analyze a skill directory., Analyze an agent file., Find extension directories., Parse YAML frontmatter., Analyze a command file.

### Community 121 - "PowerPoint Brand Styler"
Cohesion: 0.17
Nodes (9): BrandStyler, main(), Add company logo to slide, Apply brand guidelines to PowerPoint presentations, Load brand configuration, Apply brand styling to PowerPoint file, Apply brand styling to individual slide, Apply brand fonts and colors to text (+1 more)

### Community 122 - "SEO Health Orchestrator"
Cohesion: 0.18
Nodes (15): compute_health_score(), extract_issues(), extract_score(), get_grade(), get_priority(), get_repo_root(), main(), Extract a 0-100 score from a sub-skill result. (+7 more)

### Community 123 - "Audit Prospect Properties"
Cohesion: 0.13
Nodes (15): type, description, type, type, type, account_code, audit_date, domain (+7 more)

### Community 124 - "Audit Finding Schema"
Cohesion: 0.13
Nodes (15): description, type, type, type, properties, class, evidence, id (+7 more)

### Community 125 - "Course Pricing Schema"
Cohesion: 0.13
Nodes (15): type, description, type, enum, type, properties, apply_student_discount, course (+7 more)

### Community 126 - "SEO Audit Tools"
Cohesion: 0.13
Nodes (15): Ahrefs Brand Radar Impressions, Ahrefs Site Audit Issues, Generate Pages Script, Keyword Analyzer Script, OurDigital SEO Audit Log (Notion), OurSEO Audit Page, OurSEO Crawl Website, OurSEO Search Knowledge Graph (+7 more)

### Community 127 - "Server Log Parser"
Cohesion: 0.14
Nodes (12): datetime, BotStats, LogParseResult, main(), _parse_date(), Log Parser - Server access log parser with bot identification ==================, Aggregated statistics for a single bot., Complete log parsing result. (+4 more)

### Community 128 - "PowerPoint XML Validator"
Cohesion: 0.19
Nodes (8): PPTXSchemaValidator, Validator for PowerPoint presentation XML files against XSD schemas., Check if a value has the general structure of a UUID., Validate that sldLayoutId elements in slide masters reference valid slide layout, Validate that each slide has exactly one slideLayout reference., Validate that each notesSlide file is referenced by only one slide., Run all validation checks and return True if all pass., Validate that ID attributes that look like UUIDs contain only hex values.

### Community 129 - "PDF Form Filler"
Cohesion: 0.20
Nodes (11): PdfReader, get_field_info(), get_full_annotation_field_id(), make_field_dict(), write_field_info(), fill_pdf_fields(), validation_error_for_field_value(), fill_pdf_form() (+3 more)

### Community 130 - "Database Backend Protocol"
Cohesion: 0.15
Nodes (8): Protocol, DatabaseBackend, Protocol for database backends., Execute a statement, return affected row count., Fetch a single row as dict., Fetch all rows as list of dicts., Insert a row and return the auto-generated ID., Close the connection.

### Community 131 - "DataLayer Event Validator"
Cohesion: 0.17
Nodes (8): DataLayerValidator, Advanced dataLayer validation and monitoring., Validate a single dataLayer event against GA4 specs., Validate checkout event sequence., Check if ecommerce object is cleared before new pushes., Validate checkout-related events in dataLayer., Capture events logged by our monitoring., Execute deep dataLayer analysis.

### Community 132 - "Form Tracking Analyzer"
Cohesion: 0.17
Nodes (8): FormAnalyzer, Form discovery, analysis, and interaction tracking., Find and analyze all forms on the page., Check if forms are ready for GTM tracking., Simulate user interaction with a form., Check if expected form events are in dataLayer., Capture current dataLayer state., Execute form analysis.

### Community 133 - "Sitemap Hygiene Schema"
Cohesion: 0.14
Nodes (14): type, properties, type, type, discoverable_urls, discovery, estimated_pages, robots_sitemap_declared (+6 more)

### Community 134 - "Backlink Profile Auditor"
Cohesion: 0.20
Nodes (13): Namespace, BacklinkAuditResult, format_rich_output(), KoreanPlatformStats, main(), parse_args(), Backlink Auditor - Backlink profile analysis and toxic link detection ==========, Parse command-line arguments. (+5 more)

### Community 135 - "International SEO Auditor"
Cohesion: 0.21
Nodes (13): ArgumentParser, Namespace, async_main(), build_parser(), InternationalAuditResult, main(), _print_text_report(), International SEO Auditor - Multi-language site audit ========================== (+5 more)

### Community 136 - "AI Citation Analyzer"
Cohesion: 0.19
Nodes (12): ArgumentParser, build_parser(), call_mcp_tool(), CitationAnalysisResult, main(), print_summary(), AI Citation Analyzer - Brand Radar Citation Analysis ===========================, Call an Ahrefs MCP tool and return the parsed JSON response.      In Claude Desk (+4 more)

### Community 137 - "Word Tracked Changes"
Cohesion: 0.20
Nodes (7): Validator for tracked changes in Word documents., Generate detailed word-level differences using git word diff., Generate word diff using git with character-level precision., Remove tracked changes authored by Claude from the XML root., Main validation method that returns True if valid, False otherwise., Extract text content from Word XML, preserving paragraph structure.          Emp, RedliningValidator

### Community 138 - "Word Tracked Changes"
Cohesion: 0.20
Nodes (7): Validator for tracked changes in Word documents., Generate detailed word-level differences using git word diff., Generate word diff using git with character-level precision., Remove tracked changes authored by Claude from the XML root., Main validation method that returns True if valid, False otherwise., Extract text content from Word XML, preserving paragraph structure.          Emp, RedliningValidator

### Community 139 - "YouTube Video Info"
Cohesion: 0.21
Nodes (13): extract_video_id(), format_duration(), format_number(), get_authenticated_service(), get_video_info(), main(), print_video_info(), Print video information in formatted output. (+5 more)

### Community 140 - "Skill Root Migration"
Cohesion: 0.21
Nodes (13): build_root_skill(), discover_skill_dirs(), find_source(), is_skill_dir(), main(), Skill `name:` = directory name without its NN- ordering prefix., A skill dir is a real skill, not shared infra., Existing directive to copy from, by priority. (+5 more)

### Community 141 - "Keyword Visibility Analysis"
Cohesion: 0.18
Nodes (8): KeywordPosition, Detect significant position changes and generate alerts.          Args:, Calculate weighted visibility score based on CTR curve.          Visibility = su, Segment keywords into brand/non-brand and by intent type.          Args:, Orchestrate full position tracking analysis.          Args:             target:, Single keyword ranking position., Weighted visibility score based on CTR curve., VisibilityScore

### Community 142 - "Technical Findings Schema"
Cohesion: 0.15
Nodes (12): description, type, type, properties, entity, findings, technical, required (+4 more)

### Community 143 - "Brand Severity Signals"
Cohesion: 0.15
Nodes (13): properties_total, severity, signals, subbrands_total, type, vertical, items, type (+5 more)

### Community 144 - "Image Mood Calibrator"
Cohesion: 0.24
Nodes (7): Any, main(), MoodCalibrator, Suggest color temperature based on parameters                  Args:, Export parameters in a format ready for prompt generation                  Args:, Get calibrated mood parameters                  Args:             preset: Base p, Generate text modifiers based on parameters                  Args:             p

### Community 145 - "Sitemap Crawler Utility"
Cohesion: 0.21
Nodes (8): PageMetadata, Crawl sitemap URLs and analyze each page., Initialize sitemap crawler.          Args:             notion_token: Notion API, Fetch and parse URLs from a sitemap.          Args:             sitemap_url: URL, Save page metadata to Notion database., Determine priority based on issues found., Build Notion page content blocks from metadata., SitemapCrawler

### Community 146 - "Ahrefs API Client"
Cohesion: 0.21
Nodes (7): Any, Call Ahrefs API endpoint.          In MCP context this would call mcp__ahrefs__<, Fetch backlink statistics overview via site-explorer-backlinks-stats., Fetch Domain Rating via site-explorer-domain-rating., List referring domains via site-explorer-referring-domains., Find broken backlinks for recovery via site-explorer-broken-backlinks., Categorize referring domains by Korean platform.

### Community 147 - "D.intelligence Shared Skills"
Cohesion: 0.23
Nodes (13): D.intelligence Account Manager Skill, D.intelligence Back Office & HR Manager Skill, D.intelligence Shared Brand Utilities, dintel.document, D.intelligence Shared Notion Utilities, Pricing Reference, D.intelligence Skill Update Meta-Agent Skill, Brand Canon (+5 more)

### Community 148 - "Medical Procedure Keywords"
Cohesion: 0.18
Nodes (13): 내시경 이마 거상술, 내시경 눈썹 거상술, 눈 재수술, 눈성형, 자가지방이식, 이마성형, 하이푸 리프팅, 하이브리드 쌍꺼풀 (+5 more)

### Community 149 - "PowerPoint Paragraph Data"
Cohesion: 0.15
Nodes (9): Any, ParagraphDict, ParagraphData, Data structure for paragraph properties extracted from a PowerPoint paragraph., Initialize from a PowerPoint paragraph object.          Args:             paragr, Convert to dictionary for JSON serialization, excluding None values., Extract default font size from slide layout for a placeholder shape.          Ar, Calculate paragraphs from the shape's text frame. (+1 more)

### Community 150 - "Skill Structure Migration"
Cohesion: 0.24
Nodes (12): find_skill_files(), generate_skill_yaml(), get_tool_stubs(), main(), migrate_skill(), parse_frontmatter(), Path, Determine which tool stub files to create based on allowed-tools.     Returns di (+4 more)

### Community 151 - "Competitor Benchmark Schema"
Cohesion: 0.17
Nodes (12): items, type, items, type, items, required, type, aliases (+4 more)

### Community 152 - "PowerPoint Shape Inventory"
Cohesion: 0.23
Nodes (11): BaseShape, calculate_overlap(), collect_shapes_with_absolute_positions(), detect_overlaps(), is_valid_shape(), A shape with its absolute position on the slide., Check if a shape contains meaningful text content., Recursively collect all shapes with valid text, calculating absolute positions. (+3 more)

### Community 153 - "Slack GIF Validator"
Cohesion: 0.27
Nodes (11): check_slack_size(), get_optimization_suggestions(), is_slack_ready(), Check if GIF meets Slack size limits.      Args:         gif_path: Path to GIF f, Run all validations on a GIF file.      Args:         gif_path: Path to GIF file, Get suggestions for optimizing a GIF based on validation results.      Args:, Quick check if GIF is ready for Slack.      Args:         gif_path: Path to GIF, Check if dimensions are suitable for Slack.      Args:         width: Frame widt (+3 more)

### Community 154 - "Ranking Performance Reporter"
Cohesion: 0.19
Nodes (11): Namespace, format_text_report(), main(), parse_args(), RankingReport, Ranking Reporter - Ranking Performance Reports with Trends =====================, Performance breakdown for a keyword segment., Complete ranking performance report. (+3 more)

### Community 155 - "Async API Client"
Cohesion: 0.18
Nodes (8): Any, Any, BaseAsyncClient, Execute a request with rate limiting and retry., Execute multiple requests concurrently., Print request statistics., Acquire a token, waiting if necessary., Base class for async API clients with rate limiting.

### Community 156 - "Skill Auto-Fixer"
Cohesion: 0.29
Nodes (6): Path, AutoFixer, main(), Create backup before modifying., Add serverInstructions to MCP servers., Add frontmatter to command missing it.

### Community 157 - "Word Comment Manager"
Cohesion: 0.17
Nodes (6): Check if an author already exists in people.xml., Add author to people.xml (called during initialization)., Initialize with required RSID and optional author.          Args:             xm, Initialize with path to unpacked Word document directory.         Automatically, Get the next available comment ID., Load existing comments from files to enable replies.

### Community 158 - "URL Migration Mapper"
Cohesion: 0.18
Nodes (8): MigrationURL, Ensure URL has a scheme., Crawl the site via Firecrawl to capture all URLs and status codes., Score risk for a single URL based on traffic, backlinks, and keywords., Generate redirect mappings based on migration type., A single URL in the migration inventory with associated metrics., A single redirect mapping entry., RedirectMap

### Community 159 - "PowerPoint Thumbnail Generator"
Cohesion: 0.24
Nodes (11): convert_to_images(), create_grid(), create_grids(), create_hidden_slide_placeholder(), get_placeholder_regions(), main(), Create placeholder image for hidden slides., Extract ALL text regions from the presentation.      Returns a tuple of (placeho (+3 more)

### Community 160 - "Core Web Vitals"
Cohesion: 0.18
Nodes (11): type, properties, type, type, type, cls, cwv, lcp_ms (+3 more)

### Community 161 - "Audit Account Properties"
Cohesion: 0.18
Nodes (11): type, type, type, type, account_code, audit_date, domain, name (+3 more)

### Community 162 - "Jamie Clinic Brand"
Cohesion: 0.18
Nodes (11): Jamie Clinic Brand Voice Guide (Korean), Cheek Lifting Fact Sheet, Compliance Checker Script, Jamie Brand Color & Typography Extension v2.3, Jamie Brand Editor Skill, Jamie Clinic Brand Guardian Skill, Jamie Clinic Plaque Logo, Jamie Clinic Logo Profile (+3 more)

### Community 163 - "Ulysses Content Exporter"
Cohesion: 0.31
Nodes (10): Path, export_content(), export_file(), generate_filename(), get_export_path(), main(), Get the export path for a specific channel., Generate a filename with timestamp. (+2 more)

### Community 164 - "Rate Limiting Client"
Cohesion: 0.18
Nodes (9): Logger, RateLimiter, Rate limiter using token bucket algorithm., Initialize rate limiter.          Args:             rate: Number of requests all, Initialize base client.          Args:             max_concurrent: Maximum concu, PageMetadata, Response, _is_captcha_response() (+1 more)

### Community 165 - "Notion Semantic Search"
Cohesion: 0.25
Nodes (10): Notion Semantic Search (Skill 31) — Design, Notion Semantic Search Implementation Plan, call_claude(), _call_via_cli(), _call_via_sdk(), _have_anthropic_sdk(), _have_claude_cli(), Claude client abstraction. SDK preferred, `claude -p` CLI fallback. (+2 more)

### Community 166 - "Deck Builder Utilities"
Cohesion: 0.45
Nodes (10): bar(), blank(), card(), fill_bg(), finding_slide(), header(), main(), lines: list of (text, size, color, bold) or list of such lists (paragraphs). (+2 more)

### Community 167 - "Crawl Waste Analyzer"
Cohesion: 0.13
Nodes (15): BotProfile, CrawlBudgetResult, CrawlRecommendation, _format_text_report(), main(), OrphanPage, Crawl Budget Analyzer - Identify crawl waste and generate recommendations ======, A single optimization recommendation. (+7 more)

### Community 168 - "Checkout Flow Auditor"
Cohesion: 0.20
Nodes (6): CheckoutFlowAnalyzer, E-commerce checkout flow simulation and validation., Find checkout-related elements on page., Attempt to simulate add-to-cart action., Attempt to click checkout button., Execute e-commerce checkout flow analysis.

### Community 169 - "HTML to PowerPoint"
Cohesion: 0.29
Nodes (10): addBackground(), addElements(), { chromium }, extractSlideData(), getBodyDimensions(), html2pptx(), path, sharp (+2 more)

### Community 170 - "International SEO Audit"
Cohesion: 0.24
Nodes (6): InternationalAuditor, Perform a comprehensive international SEO audit on a target URL., Discover language versions from hreflang tags and common patterns., Check if a URL returns 200 and return (lang, url) or raise., Simple heuristic language detection using Unicode ranges., Extract a mapping of hreflang language code to href.

### Community 171 - "Competitor Ranking Comparison"
Cohesion: 0.18
Nodes (7): CompetitorComparison, Competitor ranking comparison result., Compare ranking positions against competitors.          Uses Ahrefs rank-tracker, Call Ahrefs rank-tracker-competitors-overview MCP tool., CompetitorReport, Competitor comparison for a reporting period., Period-over-period comparison with a competitor.          Uses Ahrefs rank-track

### Community 172 - "Visual Theme Factory"
Cohesion: 0.18
Nodes (11): Arctic Frost Theme, Botanical Garden Theme, Desert Rose Theme, Theme Factory Skill, Forest Canopy Theme, Golden Hour Theme, Midnight Galaxy Theme, Modern Minimalist Theme (+3 more)

### Community 173 - "OurDigital Content Skills"
Cohesion: 0.27
Nodes (10): OurDigital Ad Manager Skill, OurDigital Blog Skill, OurDigital Blog Style Guide, Blog Post Template, OurDigital Designer Skill, OurDigital Document Skill, OurDigital Journal Skill, OurDigital Journal Style Guide (+2 more)

### Community 174 - "Sales and Catalog"
Cohesion: 0.20
Nodes (10): Client Brief HTML Template, Digital Ads Catalog, Digital Branding Catalog, Education Catalog, Universal Rate Card, SEO Service Catalog, Notion Writer Script, OurDigital Estimate Engine Skill (+2 more)

### Community 175 - "Toxic Backlink Detector"
Cohesion: 0.20
Nodes (7): BacklinkEntry, Potentially toxic or spammy backlink., Fetch all backlinks via site-explorer-all-backlinks., Identify potentially toxic backlinks using heuristic scoring., Extract TLD from domain., Single backlink record., ToxicLink

### Community 176 - "Web Crawler Manager"
Cohesion: 0.17
Nodes (12): cli(), _extract_title(), _extract_url_from_content(), _get_alternatives(), list_crawls(), Recommend the best crawler backend for a URL.      Analyzes URL patterns and sit, List recent crawl records., Extract title from markdown content. (+4 more)

### Community 177 - "Ghost CMS Publisher"
Cohesion: 0.29
Nodes (9): create_ghost_token(), main(), markdown_to_html(), parse_frontmatter(), publish_to_ghost(), Convert markdown to HTML., Create JWT token for Ghost Admin API., Parse YAML frontmatter from markdown content. (+1 more)

### Community 178 - "Language Content Parity"
Cohesion: 0.20
Nodes (6): ContentParityEntry, Content parity data for a single language version., Audit content parity across discovered language versions., Check which key pages exist under a language base URL., Return the page name if URL returns 200, else raise., Compute a freshness score (0-100) based on Last-Modified header.

### Community 179 - "Korean Market Expansion"
Cohesion: 0.20
Nodes (7): KoreanExpansion, International redirect behaviour audit., Korean-market expansion analysis., Audit redirect behaviour for different Accept-Language headers., Analyse expansion opportunities for Korean-primary sites., Fetch URL content as text., RedirectLogic

### Community 180 - "International URL Patterns"
Cohesion: 0.20
Nodes (6): Analysis of the international URL structure pattern., Determine the international URL pattern in use., Extract language codes from hreflang link tags., Extract href values from hreflang link tags., Guess the URL structure pattern from a list of hreflang hrefs., URLStructureAnalysis

### Community 181 - "YouTube Channel Status"
Cohesion: 0.29
Nodes (9): format_duration(), get_authenticated_service(), get_channel_info(), get_videos_status(), main(), Authenticate and return YouTube API service., Get channel information., Get status of multiple videos. (+1 more)

### Community 182 - "PowerPoint Slide Rearranger"
Cohesion: 0.29
Nodes (9): delete_slide(), duplicate_slide(), main(), Delete a slide from the presentation., Move a slide from one position to another., Create a new presentation with slides from template in specified order.      Arg, Duplicate a slide in the presentation., rearrange_presentation() (+1 more)

### Community 183 - "Analytics Access Schema"
Cohesion: 0.22
Nodes (9): type, type, properties, type, ga4_access, gsc_access, measurement, tag_gaps (+1 more)

### Community 184 - "Lesson Content Schema"
Cohesion: 0.28
Nodes (9): description, items, required, type, description, items, type, items (+1 more)

### Community 185 - "GTM Implementation Tools"
Cohesion: 0.31
Nodes (9): Chrome DevTools MCP, DataLayer Schema Reference, DTM Agent MCP, GTM Audit Skill, GTM Editor Skill, GTM Validator Skill, GTM Naming Conventions, Platform Event Mapping Reference (+1 more)

### Community 186 - "Notion Content Extractor"
Cohesion: 0.31
Nodes (8): Any, extract_notion_content(), fetch_linked_content(), main(), parse_notion_url(), Extract page/database ID from Notion URL, Recursively fetch linked page content          Args:         linked_pages: List, Extract and structure content from Notion          This function would integrate

### Community 187 - "Search Result Cache"
Cohesion: 0.33
Nodes (8): Any, Path, cache_get(), _cache_key(), cache_put(), Filesystem cache for rerank results, keyed by SHA256(query + candidate_ids)., Return cached results if file exists and is fresh, else None.      Corrupted cac, Write results to cache. Creates cache_dir if missing.

### Community 188 - "SEO Audit Suite"
Cohesion: 0.22
Nodes (9): Notion Writer, SEO Comprehensive Audit, SEO Core Web Vitals, SEO Local Audit, SEO On-Page Audit, SEO Schema Generator, SEO Schema Validator, SEO Search Console (+1 more)

### Community 189 - "Mac System Cleanup"
Cohesion: 0.25
Nodes (8): audit_cleanup.sh, cleanup_execute.sh, mac-cleanup, mac-doctor, mac-environment, mac-packages, mac-resources, mac-security

### Community 190 - "Content Pipeline Orchestration"
Cohesion: 0.25
Nodes (8): Content Distiller, Content Repository, Markdown Exporter, Pipeline Orchestrator, Quality Reviewer, Reference Curator, Reference Discovery, Web Crawler Orchestrator

### Community 191 - "Presales Content Pipeline"
Cohesion: 0.39
Nodes (8): Content Distiller, Content Repository, Markdown Exporter, Pipeline Orchestrator, OurDigital Presales SEO, Quality Reviewer, Reference Discovery, Web Crawler Orchestrator

### Community 192 - "Office Document Packer"
Cohesion: 0.36
Nodes (7): condense_xml(), main(), pack_document(), Strip unnecessary whitespace and remove comments., Pack a directory into an Office file (.docx/.pptx/.xlsx).      Args:         inp, Validate document by converting to HTML with soffice., validate_document()

### Community 193 - "Office Document Packer"
Cohesion: 0.36
Nodes (7): condense_xml(), main(), pack_document(), Strip unnecessary whitespace and remove comments., Pack a directory into an Office file (.docx/.pptx/.xlsx).      Args:         inp, Validate document by converting to HTML with soffice., validate_document()

### Community 194 - "Backlink Audit Logic"
Cohesion: 0.25
Nodes (4): Orchestrate a full backlink audit., Map DR value to bucket range., Generate audit issues based on findings., Generate actionable recommendations.

### Community 195 - "Claude AI Bundler"
Cohesion: 0.36
Nodes (7): extract_skill_content(), generate_bundle(), generate_individual_files(), main(), Generate combined bundle file., Extract and simplify content from a skill's SKILL.md., Generate individual skill files for Claude.ai.

### Community 196 - "Visual Prompt Generator"
Cohesion: 0.39
Nodes (4): main(), Generate multiple prompt variations for the same topic, Generate a sophisticated image prompt for OurDigital blog                  Args:, VisualPromptGenerator

### Community 197 - "YouTube API Testing"
Cohesion: 0.36
Nodes (7): get_authenticated_service(), main(), Authenticate and return YouTube API service., Test connection to Jamie's YouTube channel., Test if we can access a Jamie video., test_jamie_channel(), test_video_access()

### Community 198 - "Audit Report Generator"
Cohesion: 0.39
Nodes (7): calculate_health(), generate_report(), main(), Run an analyzer script and return its output., Determine overall health status., Generate markdown report., run_analyzer()

### Community 199 - "Skill Metadata Verifier"
Cohesion: 0.39
Nodes (7): classify_top_level(), main(), Return (name, errors[]). Mirrors quick_validate.py + YAML + size., Sub-skill SKILL.md files (suite members), excluding the dir's own     code/ and, How does this top-level dir expose loadable skill(s)?, sub_skill_skills(), validate_skill_md()

### Community 200 - "Bounce Animation Effects"
Cohesion: 0.33
Nodes (7): ease_in_bounce(), ease_in_out_bounce(), ease_out_bounce(), Bounce ease-in (bouncy start)., Bounce ease-out (bouncy end)., create_bounce_animation(), Create frames for a bouncing animation.      Args:         object_type: 'circle'

### Community 201 - "Skill Initialization Script"
Cohesion: 0.38
Nodes (6): main(), init_skill(), # TODO: Add actual script logic here, Convert hyphenated skill name to Title Case for display., Initialize a new skill directory with template SKILL.md.      Args:         skil, title_case_skill_name()

### Community 202 - "Flip Animation Effects"
Cohesion: 0.38
Nodes (7): Image, create_flip_animation(), create_nope_flip(), create_quick_flip(), Create quick flip for emoji GIFs.      Args:         emoji_front: Front emoji, Create "nope" reaction flip (like flipping table).      Args:         num_frames, Create 3D-style flip animation.      Args:         object1_data: First object (f

### Community 203 - "Pulse Animation Effects"
Cohesion: 0.38
Nodes (7): Image, create_attention_pulse(), create_breathing_animation(), create_pulse_animation(), Create attention-grabbing pulse (good for emoji GIFs).      Args:         emoji:, Create slow, calming breathing animation (in and out).      Args:         object, Create pulsing/scaling animation.      Args:         object_type: 'emoji', 'circ

### Community 204 - "Effort Cost Calculation"
Cohesion: 0.48
Nodes (6): build(), _higher(), _is_premium(), _pick_tier(), Effort method: cost = role_rate × billing_rate × hours, grouped by module.  Tier, _scope_mult()

### Community 205 - "Skill Packaging and Validation"
Cohesion: 0.33
Nodes (5): main(), package_skill(), Package a skill folder into a zip file.      Args:         skill_path: Path to t, Basic validation of a skill, validate_skill()

### Community 206 - "Scope Schema Definition"
Cohesion: 0.33
Nodes (5): description, required, $schema, title, type

### Community 207 - "Schema.org Entity Types"
Cohesion: 0.33
Nodes (6): Hotel, JobPosting, Organization, Person, VideoObject, WebSite

### Community 208 - "PowerPoint Workflow Tools"
Cohesion: 0.33
Nodes (6): html2pptx workflow, inventory.py, OOXML Reference, rearrange.py, unpack.py, PPTX Skill

### Community 210 - "Backlink Velocity Tracking"
Cohesion: 0.33
Nodes (4): LinkVelocity, Link acquisition and loss velocity., Track new/lost referring domains via refdomains-history., Find referring domain count closest to N days ago.

### Community 211 - "GTM Audit Reporting"
Cohesion: 0.33
Nodes (3): main(), Save report to JSON file., Print audit summary to console.

### Community 212 - "SEO Audit Scoring"
Cohesion: 0.33
Nodes (3): Run the full international SEO audit and return results., Populate issues and recommendations from audit sub-results., Calculate an overall international SEO score (0-100).

### Community 213 - "Language Detection Audit"
Cohesion: 0.40
Nodes (4): LanguageDetection, Language detection audit for a single page., Check language declaration consistency for a list of pages., Perform language detection checks on a single page.

### Community 214 - "YouTube Metadata Update"
Cohesion: 0.47
Nodes (5): get_authenticated_service(), main(), Authenticate and return YouTube API service., Update video title and description., update_video_metadata()

### Community 215 - "Keyword Impact Analysis"
Cohesion: 0.50
Nodes (3): Keyword with significant position change., Calculate impact score: volume * CTR delta., TopMover

### Community 216 - "Excel Formula Recalculation"
Cohesion: 0.47
Nodes (5): main(), Setup LibreOffice macro for recalculation if not already configured, Recalculate formulas in Excel file and report any errors          Args:, recalc(), setup_libreoffice_macro()

### Community 217 - "Skill Documentation and Guides"
Cohesion: 0.40
Nodes (5): Agent Skills Spec, Algorithmic Art Skill, Skills Repository README, OurDigital 커스텀 스킬 — 사용자 가이드, OurDigital Custom Skills — User Guide

### Community 218 - "Generative Art Skills"
Cohesion: 0.40
Nodes (5): Artifacts Builder Skill, Anthropic Brand Guidelines Skill, Canvas Design Skill, p5.js, Generative Art Viewer Template

### Community 219 - "SEO Schema Management"
Cohesion: 0.40
Nodes (5): build_schema_drafts.py, extract_site_claims.py, SEO E-Commerce Skill, SEO Local Audit Skill, validate_schema.py

### Community 220 - "Wiggle Animation Effects"
Cohesion: 0.50
Nodes (5): Image, create_excited_wiggle(), create_wiggle_animation(), Create excited wiggle for emoji GIFs.      Args:         emoji: Emoji to wiggle, Create wiggle/wobble animation.      Args:         object_type: 'emoji', 'text'

### Community 221 - "Coaching Cost Calculation"
Cohesion: 0.60
Nodes (4): build(), _discount(), Coaching method: cost = Σ(lesson_type_price × hours) over a lesson plan.  Base l, _unit_price()

### Community 222 - "Notion Schema Migration"
Cohesion: 0.40
Nodes (4): Notion Organizer CLAUDE.md, generate_mapping_template(), Notion Schema Migrator ====================== Purpose: Migrate data between Noti, Generate a mapping template for user to customize.

### Community 223 - "SEO and Notion Skills"
Cohesion: 0.40
Nodes (5): Notion Writer Skill, SEO Competitor Intelligence Skill, SEO Crawl Budget Skill, SEO Migration Planner Skill, SEO Reporting Dashboard Skill

### Community 224 - "OurDigital Brand Assets"
Cohesion: 0.50
Nodes (5): OurDigital Backoffice, OurDigital Brand Guide, OurDigital Designer, OurDigital Document, OurDigital Trainer

### Community 225 - "Directory Cleanup Script"
Cohesion: 0.80
Nodes (4): clean_dir(), log_action(), usage(), cleanup_execute.sh script

### Community 226 - "Server Readiness Testing"
Cohesion: 0.50
Nodes (4): is_server_ready(), main(), Wait for server to be ready by polling the port., Web Application Testing Skill

### Community 227 - "API Parameter Definitions"
Cohesion: 0.50
Nodes (4): description, enum, type, method

### Community 228 - "Skill Directory Creation"
Cohesion: 0.67
Nodes (3): main(), create_skill(), Create a new skill directory structure.

### Community 229 - "D.intelligence Management Agents"
Cohesion: 0.50
Nodes (4): D.intelligence Account Manager, D.intelligence Documentation Secretary, D.intelligence Quotation Manager, D.intelligence Service Architect

### Community 230 - "Jamie Clinic Brand Guidelines"
Cohesion: 0.50
Nodes (4): 정기호 원장, 제이미성형외과 브랜드가이드 v.2.8, 제이미성형외과, 제이미성형외과 톤앤매너 가이드 v1.0

### Community 232 - "NotebookLM Automation Skills"
Cohesion: 0.50
Nodes (4): NotebookLM Agent Skill, NotebookLM Automation Skill, NotebookLM Research Skill, NotebookLM Studio Skill

### Community 233 - "Notion Documentation Skills"
Cohesion: 0.50
Nodes (4): Notion Knowledge Capture Skill, Notion Meeting Intelligence Skill, Notion Research & Documentation Skill, Notion Spec to Implementation Skill

### Community 238 - "Research Workflow Execution"
Cohesion: 0.67
Nodes (3): main(), Execute the complete research to presentation workflow          Args:         no, run_workflow()

### Community 239 - "Task Specification Templates"
Cohesion: 0.50
Nodes (4): Specification Parsing, Standard Implementation Plan Template, Task Creation from Specs, Task Creation Template

### Community 241 - "Sequence Data Types"
Cohesion: 0.67
Nodes (3): seq, default, type

### Community 242 - "Student Data Types"
Cohesion: 0.67
Nodes (3): students, default, type

### Community 243 - "Agent Research Pipelines"
Cohesion: 0.67
Nodes (3): General-Purpose Agent, NotebookLM Research, Reference Curator Pipeline

### Community 245 - "D.intelligence Marketing Agents"
Cohesion: 0.67
Nodes (3): D.intelligence Brand Editor, D.intelligence Brand Guardian, D.intelligence Marketing Manager

### Community 246 - "D.intelligence Excel Tools"
Cohesion: 0.67
Nodes (3): dintel.excel, dintel-quotation-mgr, dintel-service-architect

### Community 247 - "Word Document Skills"
Cohesion: 0.67
Nodes (3): DOCX Library Tutorial, DOCX Skill, Office Open XML Technical Reference

### Community 248 - "GTM Management Tools"
Cohesion: 0.67
Nodes (3): GTM Audit, GTM Editor, GTM Validator

### Community 249 - "GTM Automation Skills"
Cohesion: 0.67
Nodes (3): GTM Audit Skill, GTM Editor Skill, GTM Validator Skill

### Community 250 - "MCP Development Guides"
Cohesion: 0.67
Nodes (3): MCP Best Practices, MCP Evaluation Guide, MCP Builder Skill

### Community 252 - "Claude Skill Development"
Cohesion: 0.67
Nodes (3): Custom Claude Skill Creation Reference, Claude Skills - Format Requirements, Skill Migration Guide

### Community 355 - "Billing Rate Schema"
Cohesion: 0.67
Nodes (3): description, type, billing_rate

## Knowledge Gaps
- **371 isolated node(s):** `Any`, `fs`, `path`, `Any`, `Any` (+366 more)
  These have ≤1 connection - possible missing edges or undocumented components.
- **95 thin communities (<3 nodes) omitted from report** — run `graphify query` to explore isolated nodes.

## Suggested Questions
_Questions this graph is uniquely positioned to answer:_

- **Why does `datetime` connect `Server Log Parser` to `Database Session Management`, `KPI Aggregator`, `Performance Reporting`, `Schema Draft Builder`, `E-commerce SEO Auditor`, `Page Metadata Analyzer`, `AI Visibility Tracker`, `Branded Document Generation`, `Competitive Content Monitor`, `Site Migration Monitor`, `Crawl Manifest Management`, `SERP Feature Analyzer`, `Backlink Gap Finder`, `Knowledge Graph Analyzer`, `Content Freshness Auditor`, `Product Schema Checker`, `Content Brief Generator`, `Core Data Models`, `Content Gap Analyzer`, `Brand Entity Auditor`, `SEO Report Aggregator`, `Async API Client`, `Async API Client`, `Async API Client`, `Async API Client`, `Async API Client`, `Async API Client`, `Naver SERP Analyzer`, `Async API Client`, `Async API Client`, `Async API Client`, `Async API Client`, `Async API Client`, `Async API Client`, `Async API Client`, `Async API Client`, `Async API Client`, `Async API Client`, `SEO Dashboard Generator`, `Reference Curator Utilities`, `Keyword Research Tool`, `SEO Crawler Adapter`, `Gemini Content Evaluator`, `Sitemap Crawl Progress`, `Gateway Page Generator`, `Google Search Console Client`, `Keyword Gap Analyzer`, `Robots.txt Validator`, `File System Organizer`, `Executive Report Generator`, `XML Document Utilities`, `Notion Async Organizer`, `JSON-LD Schema Validator`, `Sitemap XML Validator`, `Keyword Intent Analyzer`, `Project Ownership Manager`, `Configured Async Client`, `Rate Limited Client`, `Migration Strategy Planner`, `API Configuration Manager`, `Keyword Position Tracker`, `Web Page SEO Analyzer`, `SEO Health Orchestrator`, `Backlink Profile Auditor`, `International SEO Auditor`, `AI Citation Analyzer`, `YouTube Video Info`, `Ranking Performance Reporter`, `Skill Auto-Fixer`, `Ulysses Content Exporter`, `Crawl Waste Analyzer`, `Web Crawler Manager`, `Ghost CMS Publisher`, `Notion Content Extractor`, `Audit Report Generator`, `GTM Audit Reporting`, `Notion Schema Migration`, `Skill Directory Creation`, `Research Workflow Execution`?**
  _High betweenness centrality (0.381) - this node is a cross-community bridge._
- **Why does `BaseAsyncClient` connect `Async API Client` to `KPI Aggregator`, `Performance Reporting`, `Schema Draft Builder`, `Backlink Profile Auditor`, `E-commerce SEO Auditor`, `AI Citation Analyzer`, `AI Visibility Tracker`, `Competitive Content Monitor`, `Site Migration Monitor`, `Keyword Visibility Analysis`, `Backlink Gap Finder`, `Ahrefs API Client`, `Knowledge Graph Analyzer`, `Content Freshness Auditor`, `Product Schema Checker`, `Content Brief Generator`, `Content Gap Analyzer`, `Brand Entity Auditor`, `Ranking Performance Reporter`, `SEO Report Aggregator`, `URL Migration Mapper`, `Rate Limiting Client`, `Competitor Ranking Comparison`, `Toxic Backlink Detector`, `SEO Crawler Adapter`, `AI Citation Analyzer`, `Keyword Ranking Reporter`, `Backlink Velocity Tracking`, `Keyword Impact Analysis`, `Migration Planning Logic`, `Migration Strategy Planner`, `API Configuration Manager`, `Anchor Text Analyzer`, `Keyword Position Tracker`, `Anchor Text Distribution`, `Ahrefs Rank Tracking`?**
  _High betweenness centrality (0.039) - this node is a cross-community bridge._
- **Why does `Document` connect `Document Relationship Manager` to `XML Document Utilities`, `Word Tracked Changes`, `Word Document Comments`, `Word XML Validator`, `Word Comment Manager`?**
  _High betweenness centrality (0.020) - this node is a cross-community bridge._
- **Are the 157 inferred relationships involving `BaseAsyncClient` (e.g. with `Namespace` and `Namespace`) actually correct?**
  _`BaseAsyncClient` has 157 INFERRED edges - model-reasoned connections that need verification._
- **Are the 3 inferred relationships involving `Document` (e.g. with `DOCXSchemaValidator` and `RedliningValidator`) actually correct?**
  _`Document` has 3 INFERRED edges - model-reasoned connections that need verification._
- **What connects `Create JWT token for Ghost Admin API.`, `Parse YAML frontmatter from markdown content.`, `Publish markdown file to Ghost CMS.` to the rest of the system?**
  _2194 weakly-connected nodes found - possible documentation gaps or missing edges._
- **Should `Database Session Management` be split into smaller, more focused modules?**
  _Cohesion score 0.049606775559588624 - nodes in this community are weakly interconnected._