skill-audit
Skill4 starsChanged 18 days agoMITView on GitHub
Use when reviewing, auditing, or tightening an existing Claude Code skill. Handles SKILL.md, references, and description fixes. Not for writing new skills → `anthropic-skills:skill-creator`.
58 other projects use a version of this.
Adopted by
Most recently taken up by
- aditya-vermax/skillstheir own version, first seen Nov 8, 2026
- NickKostovny/marketing-playbookstheir own version, first seen Nov 8, 2026
- KRISH-exe-29/ai-agent-skill-routertheir own version, first seen Nov 8, 2026
- jocarrd/crux-agentstheir own version, first seen Nov 8, 2026
- rafaelh/skillstheir own version, first seen Nov 4, 2026
- 0xUrsanomics/utopia-ostheir own version, first seen Nov 1, 2026
Used with
Projects with it also use root-cause, write-a-skill and 7 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
Ingramradical235Skillroot-cause
Structured root cause analysis using WHERE (MECE decomposition) then WHY (causal structure diagrams) pipeline. Includes coin-flip detection, logical-leap detection, and vicious cycle intervention. Use when buffer enters YELLOW/RED, when metrics stall, or when Actions execute but don't produce results.
Also in 3 projects that use this
simo97Skillwrite-a-skill
Create new agent skills with proper structure, progressive disclosure, and bundled resources. Use when user wants to create, write, or build a new skill.
Also in 4 projects that use this
Microsoft AzureSkillreflect
Learning capture system that extracts HIGH/MED/LOW confidence patterns from conversations to prevent repeating mistakes. Use after user corrections ("no", "wrong"), praise ("perfect", "exactly"), or when discovering edge cases. Complements .squad/agents/{agent}/history.md and .squad/decisions.md.
Also in 5 projects that use this
sunnyclinches44Skillexplain
Explains code using real-world analogies and ASCII diagrams
Also in 4 projects that use this
MicrosoftSkillreport
Turn an exploration (threads, findings, charts) into a single Markdown report — note, blog post, executive summary, KPI dashboard, slide brief, or multi-section analytical report, with embedded charts.
Also in 3 projects that use this
GoogleSkillgrill-me
A relentless interview to sharpen a plan or design.
Also in 8 projects that use this
Other versions58 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 58
- nyldn/claude-octopus★ 4.4ksame name
- automagik-dev/genie★ 351same name
- namastexlabs/automagik-genie★ 351same name
- Rtur2003/Claude-Code-Promts-Skills★ 53same name
- fimoklei/pm-ai-playbook★ 42same name
- cth9191/skill-audit★ 23same name
- anysiteio/agent-skills★ 20same name
- okjpg/skill-audit★ 15same name
- macintog/codex-spine★ 12same name
- sharbelxyz/skill-audit★ 9same name
48 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository17 other files it gives its agents.
- CLAUDE.mdCLAUDE.md
- ask-firstSkill
- claude-project-rulesSkill
- compact-markdownSkill
- humanizeSkill
- pr-reviewSkill
- empty-commitSkill
- github-issue-creatorSkill
- git-mergeSkill
- git-worktreeSkill
- handoff-sessionSkill
- html-landing-pageSkill
- offload-taskSkill
- readme-craftSkill
- study-notesSkill
- visualize-itSkill
- zoom-outSkill
The file
We split this skill into the rules it gives an agent
4 rules. 0 are common, 4 are distinctive, and 0 are very specific to this project.
0
Common
Most of the 52 edited versions we read keep these.
4
Distinctive
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 18
No args → list skills in both locations, ask which.
- Distinctive: line 26
Every other skill's name + description: both skill locations plus plugin skills in the session's skill listing.
- Distinctive: line 51
No how-it-works, steps, models/subagents, or answers.
- Distinctive: line 71
Prefer targeted edits. Full-file rewrite only if the approved report said so.
“Common” is measured: kept by at least 6 in 10 of the 52 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Skill Audit
Report-first. Edit only approved findings.
Setup
- Load
compact-markdown; read itsskill-authoring.mdreference — that is the rubric. Don't restate it in the report or here. - Resolve targets:
- Path to a folder → use it. Path to
SKILL.md→ its parent folder. - Name →
<repo>/.claude/skills/<name>/, then~/.claude/skills/<name>/. Both exist → ask which. - No args → list skills in both locations, ask which.
- Path to a folder → use it. Path to
Read
Per target:
SKILL.mdand every file under the skill folder (references/, scripts).- What it delegates to or cites: subagent defs (
.claude/agents/,~/.claude/agents/), sibling skills it routes to, rules and CLAUDE.md files it references. - Every other skill's name + description: both skill locations plus plugin skills in the session's skill listing. Feeds the collision check.
Checks
Rubric from skill-authoring.md: description shape, triggering, ladder, failure modes (premature completion, duplication, sediment, sprawl, no-op). Rationale lines are content — don't flag as filler.
Audit-only additions:
- Stale refs — every cited path, file, agent, skill, command, script, and folder exists. Verify with Glob/Grep, never from memory. Missing → finding; unclear replacement → ask, don't guess.
- Frontmatter conflict —
disable-model-invocation: truealongside auto-trigger prose ("when the user asks…", "do NOT trigger for…"). - Instruction conflict — contradicts global/project CLAUDE.md or a rule (e.g. routes to a skill/agent CLAUDE.md doesn't sanction, auto-runs checks CLAUDE.md forbids).
- Cross-file duplication — restates its subagent's contract, CLAUDE.md, or a rule → pointer or cut.
- Collision — triggers overlap another skill or a built-in slash command, with no
Not for → <sibling>clause on either side. Manual-only → name collision only. - Approval gate — step that deletes, pushes, writes externally (Jira, PR, message), or overwrites, with no ask-first step before it.
- Scope fit — body does more than the description promises, or
allowed-toolsdoesn't match the tools the steps use. - Failure path — step that can fail (tool missing, command errors, ref not found) with no stated next action. Silent continue = finding.
- Description — see below.
Description
Decides when the skill fires, so it must make the model invoke the skill rather than answer from the description.
- Pattern:
Use when <triggers>. Handles <scope>.plus optionalNot for <X> → <sibling>. - Triggers: user intents, action verbs, keywords, file types. Specific enough not to hijack unrelated prompts.
- Target 20–35 words. Go over only for a needed
Not foror routing clause. - No how-it-works, steps, models/subagents, or answers. That belongs in the body.
- Manual-only (
disable-model-invocation: true): same pattern, minus auto-trigger phrasing. Don't mention the slash command — it's the only way in. - Trigger test (auto-invocable only) — draft 3 should-fire prompts (names the skill; describes the task without naming it; task buried in a realistic request) and 1–2 near-miss should-not-fire prompts, ideally a sibling's territory. Judge current and proposed description against them; any misfire → finding. Show the prompts in the report.
Report
Per skill:
| # | Category | Finding | Location | Fix |
Categories: Outdated, Conflict, Duplication, Collision, Gate, Scope, Failure path, No-op, Sprawl, Description. Include the proposed description verbatim.
Not verified list after the table: anything not confirmed (unreadable file, unresolved ref, sibling not readable). Never fold an unchecked item into a pass.
User approves by number or "all".
Apply
- Edit approved findings only, compact-markdown style. Code blocks, examples, and prompts sent to subagents stay verbatim unless a finding targets them.
- Prefer targeted edits. Full-file rewrite only if the approved report said so.
- Sibling files (agents, rules, CLAUDE.md) untouched unless an approved finding names them.
- Description or invocation changed and
~/.claude/skills/SKILLS-REFERENCE.mdlists the skill → update its row. - Finish with per-skill applied/skipped list and line count before → after.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

