skills
CLAUDE.md1 starsChanged 36 days agoMITView on GitHub
Skills are organized into bucket folders under skills/: Every skill in engineering/ or productivity/ (the promoted buckets) must have a reference in the top-level README.md and an entry in .claude-plugin/plugin.json's skills array (the Claude Code plugin ships exactly the promoted set). Skills in misc/, in-progress/, and deprecated/ must not appear in either. Install commands are copied verbatim from .agents/install-block.md. .claude-plugin/marketplace.json is the repo's own marketplace. Every agent except Claude Code installs from it to get automatic updates, and Claude Code…
2 other projects use a version of this; 1 new project in the last 4 weeks, against 0 the 4 before.
Adopted by
Surging: 1 new project took it in the last 4 weeks, none the 4 weeks before.thin data
Most recently taken up by
- MatthewYe/autopilot-toolkitword for word, first seen Nov 7, 2026
- mattpocock/skillsword for word, first seen Oct 8, 2026
Other versions2 projects use a version of this.
Word for word · 2
- mattpocock/skills★ 309k100% same
- MatthewYe/autopilot-toolkit★ 2100% same
Edited · 0
None found.
Wrote their own version · 0
None found.
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 repository48 other files it gives its agents.
- ask-mattSkill
- codebase-designSkill
- code-reviewSkill
- diagnosing-bugsSkill
- domain-modelingSkill
- e2e-testingSkill
- expand-contractSkill
- grill-with-docsSkill
- implementSkill
- implement-specSkill
- improve-codebase-architectureSkill
- post-mortemSkill
- prototypeSkill
- prSkill
- qa-sessionSkill
- researchSkill
- retroSkill
- security-reviewSkill
- setup-matt-pocock-skillsSkill
- tddSkill
- telemetry-designSkill
- to-specSkill
- to-ticketsSkill
- triageSkill
- ux-statesSkill
- wayfinderSkill
- wizardSkill
- chief-of-staffSkill
- claude-handoffSkill
- loop-meSkill
- setup-ts-deep-modulesSkill
- software-factorySkill
- writing-beatsSkill
- writing-fragmentsSkill
- writing-shapeSkill
- git-guardrails-claude-codeSkill
- migrate-to-shoehornSkill
- scaffold-exercisesSkill
- setup-pre-commitSkill
- grillingSkill
- grill-meSkill
- handoffSkill
- release-notesSkill
- shape-problemSkill
- teachSkill
- to-questionnaireSkill
- wait-whatSkill
- writing-for-agentsSkill
The file
We split this CLAUDE.md into the rules it gives an agent
3 rules. About 0 are common, 1 is distinctive, and 2 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈1
Distinctive · estimate
This author's own choices. Worth a look.
2
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 9
Every skill in engineering/ or productivity/ (the promoted buckets) must have a reference in the top-level README.md and an entry in …
- Very specific: line 19
Every SKILL.md is either user-invoked (disable-model-invocation: true plus policy.allow_implicit_invocation: false in agents/openai.yaml, …
- Distinctive: line 27
Every skill that dispatches a subagent says to start it with a fresh context window.
≈ “Common” is an estimate: at least 1 in 5 of the 26,980 CLAUDE.md files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Skills are organized into bucket folders under skills/:
engineering/: daily code workproductivity/: daily non-code workflow toolsmisc/: kept around but rarely used, not promotedin-progress/: beta: public on purpose, feedback wanted, not shipped in the plugindeprecated/: no longer used
Every skill in engineering/ or productivity/ (the promoted buckets) must have a reference in the top-level README.md and an entry in .claude-plugin/plugin.json's skills array (the Claude Code plugin ships exactly the promoted set). Skills in misc/, in-progress/, and deprecated/ must not appear in either.
Install commands are copied verbatim from .agents/install-block.md. .claude-plugin/marketplace.json is the repo's own marketplace. Every agent except Claude Code installs from it to get automatic updates, and Claude Code uses claude-plugins-official. Run claude plugin validate . --strict after touching either manifest. ADR 0002 records why.
Each skill entry in the top-level README.md must link the skill name to its SKILL.md.
Each bucket folder has a README.md that lists every skill in the bucket with a one-line description, with the skill name linked to its SKILL.md. The promoted buckets' README.mds and the top-level README.md group entries into User-invoked and Model-invoked; non-promoted bucket README.mds (misc/, in-progress/) use a flat list.
Skills in engineering/ and productivity/ also have a human-facing docs page at docs/<bucket>/<skill-name>.md (the docs tree mirrors those two bucket folders under skills/). The published URL is https://aihero.dev/skills-<skill-name> regardless of bucket: the docs path is repo organisation only. When you add, rename, or change the behaviour of a skill in engineering/ or productivity/, create or re-sync its docs page following .agents/writing-docs.md. A finished page carries four sections: What it does, When to reach for it, Common questions, and It's working if. writing-docs.md holds the template, the section order, and where to hunt for the questions. Skills in the non-promoted buckets (misc/, in-progress/, deprecated/) get no docs page. The one exception is a promoted skill removed outright: its page stays, marked archived (see writing-docs.md).
Every SKILL.md is either user-invoked (disable-model-invocation: true plus policy.allow_implicit_invocation: false in agents/openai.yaml, reachable only by the human) or model-invoked (model- or user-reachable). See .agents/invocation.md.
ask-matt is the router that maps every user-reachable skill and how they relate. The same trigger that re-syncs a docs page applies to it: whenever you add, rename, remove, or change how a user-reachable skill fits the flows, re-read ask-matt's SKILL.md and update it so the map stays accurate: a new skill it never mentions, or a stale one it still routes to, is a router that lies.
To (re)link every skill outside deprecated/ and misc/ into the local harness skill directories (~/.claude/skills, ~/.agents/skills), run scripts/link-skills.sh. Each entry is a symlink into this repo, so a git pull keeps installed skills current; re-run the script after adding, removing, or renaming a skill.
No em-dashes anywhere in this repo's prose (SKILL.md files, docs, README.md, CHANGELOG.md, ADRs, changesets, code comments). Where a sentence reaches for one, rewrite it instead with a comma, colon, period, parentheses, or a conjunction, whichever the sentence actually wants; never do a blind character substitution.
Every skill that dispatches a subagent says to start it with a fresh context window. Some harnesses (Codex, for one) fork the parent conversation by default, and a fork inherits the parent's context, which is what the subagent was meant to escape.
Agent skills
Triage labels
Canonical names, unchanged. See docs/agents/triage-labels.md. Issues are judged against SCOPE.md.
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.
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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.

