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From kongcode
Samples concepts from a knowledge graph and verifies claims against current code, sources, and ground truth. Flags stale concepts to prevent knowledge rot.
npx claudepluginhub 42u/kongcode --plugin kongcodeHow this skill is triggered — by the user, by Claude, or both
Slash command
/kongcode:audit-driftThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
Body in kongcode DB. Call `mcp__plugin_kongcode_kongcode__get_skill_body` with `name="audit-drift"` to load full instructions.
Demotes stale recalled concepts when contradicted by current code or user corrections, preventing them from poisoning grounding in Claude Code's recall system.
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.
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Body in kongcode DB. Call mcp__plugin_kongcode_kongcode__get_skill_body with name="audit-drift" to load full instructions.