Knowledge Audit

Audit the autonomous knowledge lane (.claude/knowledge/auto/) — verify each machine-written candidate against current code, then promote true/reusable ones to the curated knowledge base or discard stale/duplicate/wrong ones. This is the curation half of the autonomous learning loop — it replaces the human approval gate that the Stop auto-learn hook bypasses. Use periodically (or when the auto lane has accumulated candidates) to keep the KB from rotting.

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ch4570/vulpora/tree/main/skills/knowledge-audit commit ebc7b20090

Frequently asked questions

npx skillmds@latest add ch4570/knowledge-audit