← ClaudeAtlas

skill-governance-looplisted

Use when the user asks to review a skill, analyze skill quality, update a skill version, or run a repeatable keep/disable/archive decision loop from real failures instead of abstract best practices.
cnfjlhj/ai-collab-playbook · ★ 358 · AI & Automation · score 76
Install: claude install-skill cnfjlhj/ai-collab-playbook
# Skill Governance Loop ## Overview Use this skill for evidence-based governance of one skill or a small target set. It starts from a concrete problem, audits the skill, and ends with an explicit keep, disable, merge, split, or archive decision. ## Rules - Start from a concrete case such as poor triggering, overlap, bloat, or a version update request. - Produce three outputs every time: the case, the audit, and the decision. - Separate static quality from observed usefulness; a pretty skill is not automatically a useful skill. - Use inventory tooling first when the scope is broad enough to need filesystem evidence. - Record the next hypothesis so the next governance pass has a sharper starting point. ## When to Use Use when: - the user asks to review a skill, analyze skill quality, or update a skill version - a skill may need to be kept, disabled, merged, split, archived, or moved - the user wants a repeatable governance loop instead of one-off edits Do not use when: - the task is broad inventory scanning of many skills at once - the work is simple skill authoring with no governance decision - the request is only to discover whether a skill exists