Doc Gap Analyzer — Documentation Department Intelligence Engine

Find what's undocumented, what's stale, and what users can't find. UAOP Stage 1 + Stage 5 for Documentation.

When to use

• Before releases — "is everything documented?"
• After new features — "what docs need updating?"
• Quarterly doc health review
• Onboarding review — "can a new person get started?"

Pipeline

Step 1: Coverage Scan

• Compare public API endpoints against doc pages (every endpoint needs a doc)
• Compare Python public functions against docstrings
• Check CLAUDE.md / README age vs last code change
• Verify all skills have SKILL.md files
• Check knowledge graph freshness (memory MCP entities)