audit-drift

Activate periodically (not per-session) to sample concepts from the graph and verify their claims against current state — code paths, recent sources, user-provided ground truth. Flag stale concepts for supersede-stale. Without this, knowledge rot poisons retrieval silently.

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Commande d'installation

npx skills add https://github.com/42U/kongcode --skill audit-drift

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Source

42U/kongcode

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Mis à jour16 mai 2026 à 00:38

SKILL.md

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name	audit-drift
description	Activate periodically (not per-session) to sample concepts from the graph and verify their claims against current state — code paths, recent sources, user-provided ground truth. Flag stale concepts for supersede-stale. Without this, knowledge rot poisons retrieval silently.

Body in kongcode DB. Call mcp__plugin_kongcode_kongcode__get_skill_body with name="audit-drift" to load full instructions.

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Activate when an insight worth keeping emerges mid-session — a surprising finding, a reusable pattern, a user correction, or a decision with rationale. Use this to write knowledge into the kongcode graph immediately rather than waiting for end-of-session daemon extraction (which is batch-only and can have hours of lag).

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extract-knowledge

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Activate when the user wants to distill lasting knowledge from ANY source — PDF, web article, pasted text, codebase file, transcript, markdown doc, or book chapter. Source-agnostic replacement for extract-pdf-gems. Same workflow core; source-type-aware quality rules.

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extract-pdf-gems

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Activate when the user asks to extract, mine, distill, or "pull gems" from a PDF, academic paper, book chapter, or research document into the kongcode memory graph. Also activate for phrases like "read this paper and remember it", "dense knowledge gems", "pull the insights", or when the user points at a PDF and asks to study it.

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ground-on-memory

42U/kongcode

Activate when the user asks about state, history, prior work, codebase knowledge, or anything where injected memory should inform the response. Triggers include "what do you know about", "remember", "earlier", "last time", "we discussed", "in this codebase", "prior work", "previously", or any direct question about project/session state.

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Source

42U

42U/kongcode

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Commande d'installation

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Analystes en assurance qualité des logiciels et testeursProfessions informatiques et mathématiques15-1253L4