Analyze — Document Landscape Analysis & Knowledge Mapping

Map, understand, and evaluate a collection of documents as a body of knowledge. Identify structure, themes, gaps, redundancies, conflicts, and staleness. Produce an actionable analysis with reorganization recommendations.

Core Principles

1. Landscape-first: Build the map before judging — understand what exists before critiquing
2. Theme-driven: Group documents by what they're about, not just where they live
3. Conflict detection: Find contradictions between documents that may confuse readers
4. Staleness awareness: Identify documents that may be outdated based on content signals
5. Non-destructive: Only reads and reports — never modifies source documents
6. Reorganization as suggestion: Propose better structures, don't impose them

When to Use Analyze vs. Audit