Extract

Build a codebase knowledge base of business logic, architecture, data flow, and patterns.

majiayu000 Updated 567 repo stars

File contents

Extract Codebase Knowledge

Build or rebuild the .gauntlet/knowledge.json knowledge base.

Steps

  1. Identify target directory: use the current working directory or a user-specified path

  2. Run AST extraction: invoke the extractor script

    python3 ${CLAUDE_PLUGIN_ROOT}/scripts/extractor.py <target-dir>
    
  3. AI enrichment: for each extracted entry, enhance the detail field with natural language explanation of business logic, data flow, architectural role, and rationale

  4. Cross-reference: link related entries across modules by matching imports, shared types, and data flow paths

  5. Merge with annotations: preserve existing curated entries in .gauntlet/annotations/

  6. Save: write to .gauntlet/knowledge.json

  7. Report: show summary by category, coverage gaps, difficulty distribution

Category Priority

  1. business_logic (weight 7)
  2. architecture (weight 6)
  3. data_flow (weight 5)
  4. api_contract (weight 4)
  5. pattern (weight 3)
  6. dependency (weight 2)
  7. error_handling (weight 1)

majiayu000/claude-skill-registry-data/tree/main/analysis/extract-athola-claude-night-market commit 566353bbd6

Frequently asked questions

npx skillmds@latest add majiayu000/extract-3