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From laqrumcode
Periodically samples concepts from the knowledge graph and verifies their claims against current state (code paths, sources, ground truth). Flags stale concepts for superseding to prevent knowledge rot.
How this skill is triggered — by the user, by Claude, or both
Slash command
/laqrumcode:audit-driftThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
Body in laqrumcode DB. Call `mcp__plugin_laqrumcode_laqrumcode__get_skill_body` with `name="audit-drift"` to load full instructions.
Body in laqrumcode DB. Call mcp__plugin_laqrumcode_laqrumcode__get_skill_body with name="audit-drift" to load full instructions.
npx claudepluginhub 42u/laqrumcode --plugin laqrumcodeDemotes stale recalled concepts when contradicted by current code or user corrections, preventing them from poisoning grounding.
Extracts business knowledge from code, diagrams, and connectors; detects drift, gaps, and contradictions; optionally auto-remediates stale findings with a convergence loop.
Audits knowledge graph for orphan nodes, missing cross-references, stale claims, unresolved contradictions, low-confidence clusters, and code-knowledge gaps. Outputs health report with auto-fixes.