runesleo/claude-skill-audit

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# claude-skill-audit English · [中文](README.zh-CN.md) > A health check for your Claude Code skill tree. Find what's actually used, what's dead, what's stepping on each other, and which iron-rule skills you wrote but never fired. ## What you get - **Inventory** — how many skills, hooks, aliases you have - **Usage ranking** — real invocation counts (data source: `~/.claude/skill-usage.log`, written by a PreToolUse hook) - **Dead skill detection** — 30 days of zero triggers + no hook binding + no `CLAUDE.md` reference → archive candidate - **Rule-execution gap** — the killer feature: skills your iron rules say must fire, but never did. Writing rules and not running them is the same as not writing them. - **Conflict diagnostics** — skill groups with overlapping trigger words Doesn't auto-delete. Surfaces candidates, you decide. Suggested workflow: move to `_archived/`, observe for 30 days, then permanently remove. ## How it works ``` You: /skill-audit AI: 📊 Skill Tree Audit — 2026-04-17 📈 Inventory: 61 skills / 4 hooks / 12 aliases 🔥 Top 5 by usage: session-end(262) / leo-style(182) / codex:rescue(119) / codex(112) / humanizer(92) — top 5 = 92% of total calls. Long tail of 40+ skills averages <10. 💀 Dead candidates (15): auto-dream / content-analyzer / design-review / graphify / mcp-builder / notebooklm / obsidian-sync / search-skill / skill-from-github / skill-from-masters / subagent-driven-development / tempo-request / video-auto / video-distribute / workflow-architect ⚠️ Rule-execution gap (6 skills, 0 calls despite rule references): systematic-debugging — P0 rule "trigger on 3 consecutive failures", fired exactly 0 times in 1388 invocations planning-with-files / opensource-publish / leo-evolution / tg-review / video-editing-coach 🧹 Outdated patterns: 5 entries flagged, see patterns.md 🎯 Action items: - [ ] Archive 15 dead candidates - [ ] Investigate the gap — your rules say one thing, your runtime does another - [ ] Clean outdated patterns ``` The dead skill count is not the interesting part. The interesting part is the **rule-execution gap**: skills your P0 rules require, with zero actual invocations. The gap between what you wrote down and what actually runs is real, and most people don't measure it. ## Setup **Claude Code:** ```bash git clone https://github.com/runesleo/claude-skill-audit ~/.claude/skills/skill-audit ``` Then trigger: `/skill-audit` or "run a skill tree health check". **Other AI harnesses:** `SKILL.md` is plain markdown with bash blocks. Port the logic — there's nothing Claude-specific about counting invocations or grepping for references. ## Requirements - Claude Code with at least a handful of skills configured - A PreToolUse hook writing to `~/.claude/skill-usage.log` (the audit is only as good as its data source — without auto-instrumentation, you're guessing) - Standard skill directory at `~/.claude/skills/` That's it. No API keys, no external services, no LLM calls — pure local file inspection. ## Design philosophy - **No auto-delete** — skills are muscle memory. Some "dead" skills are seasonal (a weekly review fires once a week). - **Archive over delete** — candidates go to `_archived/` with a 30-day window. Easy to revive if you missed something. - **Human in the loop** — the audit identifies, you decide. No autonomous cleanup. - **Data foundation first** — without the PreToolUse hook writing `skill-usage.log`, this skill is just printing vibes. ## Inspiration Born from [@HiTw93](https://x.com/HiTw93)'s [Waza](https://github.com/tw93/Waza) (MIT). Waza decomposes engineering into 8 dimensions (think / design / hunt / check / read / write / learn / health) and turns each into a runnable Claude skill. When I mapped my 62 skills against those 8 dimensions, the `/health` slot was empty — nobody was auditing what was used, dead, or conflicting. This skill exists to fill that slot. **Without Waza, this skill wouldn't exist.** The horizontal scanning logic (dead candidate detection, conflict diagnostics, expired pattern flagging, report formatting) is local implementation. ## Roadmap **Detection** - [ ] Orphan reference detection — hook references a skill that no longer exists in `~/.claude/skills/` - [ ] Cross-machine audit — reconcile local Mac with remote VPS skill state - [ ] Baseline diff — highlight what changed since the last audit **Reporting** - [ ] HTML dashboard with trend visualization over time - [ ] Export to Obsidian Daily Note format - [ ] Slack / Discord webhook for scheduled audits ## About the author *Leo ([@runes_leo](https://x.com/runes_leo)) — AI × Crypto independent builder. Trading on [Polymarket](https://polymarket.com/?via=runes-leo&r=runesleo&utm_source=github&utm_content=claude-skill-audit), building data and trading systems with Claude Code and Codex.* *[leolabs.me](https://leolabs.me) — writing · community · open-source tools · indie projects · all platforms.* *[X Subscription](https://x.com/runes_leo/creator-subscriptions/subscribe) — paid content weekly, or just buy me a coffee 😁* *Learn in public, Build in public.* ## License MIT — fork freely. When you do, keep the credit to [@HiTw93's Waza](https://github.com/tw93/Waza) so the chain stays intact.

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skill-audit

متخصصو العمليات التجارية، جميع الآخرون

扫描 ~/.claude/skills/ 输出热度/死 skill/冲突/过期 pattern 报告。周日运营日跑。触发：/skill-audit、"技能树体检"、"skill 健康度"、"哪些 skill 没用"。

لغة النص الأصلي: الصينية

2026-04-27

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Follow https://skillsmp.com/skill-install/prompt.md to install Agent Skills from https://github.com/runesleo/claude-skill-audit.