which-skill
Skill2 starsChanged 22 days agoMITView on GitHub
Recommend which pau-skills skill, or sequence of skills, fits the user's situation, what the installed hooks already do, and which skills the user actually starts. Use when the user asks 'which skill should I use', 'what can these skills do', 'where do I start', 'is there a skill for this', 'help me pick', 'which skills do I actually use', or seems unsure how to approach a task.
12 other projects use a version of this.
Adopted by
Most recently taken up by
- leek/agent-skillstheir own version, first seen Nov 2, 2026
- aayushchugh/skillstheir own version, first seen Nov 1, 2026
- TanKaizokuO/claude-skillstheir own version, first seen Oct 20, 2026
- eyeix/skillstheir own version, first seen Oct 13, 2026
- karina-yjm/which-skilltheir own version, first seen Oct 11, 2026
- mik2win/foureyestheir own version, first seen Oct 8, 2026
Used with
Projects with it also use resolving-merge-conflicts, to-tickets and 5 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.
GoogleSkillresolving-merge-conflicts
Use when you need to resolve an in-progress git merge/rebase conflict.
Also in 3 projects that use this
GoogleSkillto-tickets
Break a plan, spec, or the current conversation into a set of tracer-bullet tickets, each declaring its blocking edges, published to the configured tracker — edges as text in one file per ticket locally, or native blocking links on a real tracker.
Also in 3 projects that use this
Google CloudSkilltriage
Gather context on a change or bug and plan the implementation.
Also in 4 projects that use this
- +4 more from google
Other versions12 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 12
- evist0/okf-matt-skills★ 13same name
- officialunofficial/skills★ 7same name
- leek/agent-skills★ 5same name
- aayushchugh/skills★ 4same name
- icetomoyo/CodingSkills★ 4same name
- dhanji4U/skills★ 2same name
- mik2win/foureyes★ 2same name
- risadams/ink-and-agency★ 2same name
- eyeix/skills★ 1same name
- karina-yjm/which-skill★ 1same name
2 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 repository38 other files it gives its agents.
- CLAUDE.mdCLAUDE.md
- arenaSkill
- codebase-oracleSkill
- geppettoSkill
- lean-subagent-devSkill
- methodologySkill
- overnight-runSkill
- parallel-worktreesSkill
- dependency-security-auditSkill
- dependency-upgradeSkill
- rule-to-hookSkill
- safe-mergeSkill
- agent-friendly-auditSkill
- architectSkill
- brainstormSkill
- engineering-principlesSkill
- grill-meSkill
- improve-codebase-architectureSkill
- sharpenSkill
- to-issuesSkill
- to-prdSkill
- handoffSkill
- instructions-auditSkill
- project-setupSkill
- retrospectiveSkill
- session-closeSkill
- bug-fixSkill
- ci-cost-and-cadenceSkill
- evaluatorSkill
- flaky-test-huntSkill
- hillclimbSkill
- launch-readinessSkill
- migration-reviewSkill
- mutation-testSkill
- review-triageSkill
- skill-evalSkill
- tddSkill
- verify-appSkill
The file
We split this skill into the rules it gives an agent
7 rules. 0 are common, 4 are distinctive, and 3 are very specific to this project.
0
Common
Most of the 10 edited versions we read keep these.
4
Distinctive
This author's own choices. Worth a look.
3
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 24
Check the project's state only when it changes the answer, and mention it only then.
- Very specific: line 29
If an installed skill that fits the situation is missing from the tables below, read the frontmatter of its SKILL.md and route by its …
- Distinctive: line 33
Keep the answer short. A list of every skill is not an answer.
- Very specific: line 37
Every skill can start on its own when the situation fits, and the user can also type any of them, for example /pau-skills:grill-me.
- Distinctive: line 56
Start here whenever the user has an idea that is not fully decided.
- Distinctive: line 120
When the user asks how to phrase a task for the agent, a good request names the goal, a done check that can pass or fail, what counts as …
- Very specific: line 166
When the user asks which skills they use, or which ones never run, run node "${CLAUDE_SKILL_DIR}/usage-report.mjs" (add --days 90 for a …
“Common” is measured: kept by at least 6 in 10 of the 10 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
Which Skill
A router over every skill in this marketplace. Read the user's situation, pick the smallest set of skills that fits, and say in what order to run them. Do not run them yourself unless the user asks.
How to answer
- Find out what the user is trying to do, in one sentence. If it is unclear, ask one question, not five.
- Match it to a flow below. Most work follows the main flow; problems come in through an on-ramp; a run that already went wrong goes to "Fix a run that went wrong".
- Recommend one starting skill with its full invocation, then the next one or two after it. Explain in a line why each one fits this situation, not what it does in general.
- Check it is installed. Skills are namespaced by plugin:
/verification:tddfrom the individual plugin, or/pau-skills:tddfrom the bundle. If the skill's plugin is missing, give the install command (claude plugin install <plugin>@pau-skills). - Mention a hook only if it matters here, for example that
verify-before-donewill send the agent back if it claims to be done without running checks.
Check the project's state only when it changes the answer, and mention it only then. For example: whether a
.claude/skills/verify-<app>/ skill exists matters when the question is about proving a change in the running app
(without one, verify-app comes first); whether PROJECT.md and a contract exist matters when the question is about
methodology. Do not inspect the repository for a question the tables already answer.
If an installed skill that fits the situation is missing from the tables below, read the frontmatter of its
SKILL.md and route by its description (a skill uploaded to claude.ai is under ~/.claude/skills/synced/*/<name>/).
Where a table and a skill's own SKILL.md disagree, the skill wins.
Keep the answer short. A list of every skill is not an answer.
Which skills ask first
Every skill can start on its own when the situation fits, and the user can also type any of them, for example
/pau-skills:grill-me. These ask first when the agent started them without the user asking for what they do, because
they launch subagents or headless runs, commit, push or install with no other check, or change how the session works:
arena, codebase-oracle (big questions only), overnight-run, parallel-worktrees, agent-friendly-audit,
hillclimb, skill-eval, verify-app, dependency-upgrade, rule-to-hook, architect, session-close,
lean-subagent-dev, methodology.
Starting out
New to Claude Code, or starting in a new repository? project-setup (session-discipline) interviews the user,
writes the project CLAUDE.md, and ends with a first task. It needs no other skill.
The main flow: from an idea to merged work
brainstorm(planning). With a goal but only one idea or none ("brainstorm this", "give me ideas", "what are my options"), widen the options first: 8 to 12 options from named lenses, the agent's picks to accept with a tap or an "ok", 3 or 4 finalists with a premortem each. Then rungrill-meon the chosen direction.grill-me(planning). Settle every open decision before anything is built, one question at a time. Start here whenever the user has an idea that is not fully decided.to-prd(planning). Turn the decided conversation into a written spec, without interviewing again.to-issues(planning). Split the spec into vertical slices that can each be built and verified alone.- Build each slice with
tdd(verification): red, green, refactor, one behaviour at a time.- A new interface, module layout or data model?
architect(planning) sketches two shapes before code, then builds against the one that survives. - Unsure which of several approaches is best?
arena(agent-orchestration) has several subagents try it with different briefs and a blind judge help pick. - Several slices that touch different files?
parallel-worktrees(agent-orchestration) runs them at the same time, each agent in its own git worktree, then integrates them one by one. - A large effort run by several agents?
methodology(agent-orchestration) gives the operating rules: contracts, evidence, and no agent certifying its own work. - Day-to-day work with subagents, or usage running low?
lean-subagent-dev(agent-orchestration), run at the start of the session: one subagent at a time with a brief, the main session checks the work, and the usage budget sets how much to delegate.
- A new interface, module layout or data model?
- Prove it works.
mutation-test(verification) shows each important test can fail.evaluator(verification) has a fresh agent that did not build the change attack it, assertion by assertion.review-triage(verification) decides which review findings to fix and stops after one fix round.verify-app(verification) writes the project's own recipe for launching the real app and proving a change in it, with evidence; run it withmaintainwhen the app has changed. safe-merge(guards). Merge the PR pinned to its head commit, without closing PRs stacked on it.session-close(session-discipline). End in a fixed order: retrospective, roadmap and log, handoff, commit.handoffalone writes the handoff when the session is ending mid-work.
On-ramps: a problem that generates work
| The user says or has | Start with | Then |
| "This test fails sometimes", an intermittent CI failure, a failed CI run someone wants to retry | flaky-test-hunt (verification): first checks for a stale base or a failure that repeats | tdd for the regression test; bug-fix if it fails every time |
| A database migration about to run | migration-review (verification) | fix, then review again |
| Outdated dependencies, a framework major version to adopt | dependency-upgrade (guards) | dependency-security-audit for known risk |
| "Is this ready for paying customers", "can we launch", an app about to reach beta, paying customers, enterprise buyers or regulated data | launch-readiness (verification) | fix the must-fix rows, then run it again |
| A CVE announcement, "are we vulnerable", "is this package safe" | dependency-security-audit (guards) | dependency-upgrade to apply fixes |
| CI is slow or expensive, "how much CI should we run" | ci-cost-and-cadence (verification) | |
| Review comments to work through, "which of these should I fix", a review loop that keeps going | review-triage (verification) | |
| A bug whose cause is not obvious, a fix that did not hold, a bug that came back, "find the root cause" (happens every time; an obvious one-line fix needs no skill) | bug-fix (verification) | evaluator to attack the fix |
| "Verify it in the app", "how can an agent test this app", no scripted way to drive the app, a skeleton or loading state that jumps | verify-app (verification) | evaluator cites its drives as evidence |
| "Show me the plan as a page", a plan with several decisions to answer at once | html-plan (an outside skill, if it is installed) | grill-me on what the response leaves open |
| A question about how the codebase works, or why it is built that way | codebase-oracle (agent-orchestration) | grill-me if it leads to a change |
| "The code is getting messy", hard-to-test modules | improve-codebase-architecture (planning) | grill-me on the candidate picked |
| A task about to start, "make sure you understand this", "restate this first", a vague or over-constrained request | sharpen (planning) | the skill that fits the task |
| "Make it faster", "make it smaller", improve a number (run time, bundle size, memory, a score) over many attempts with proof for each step | hillclimb (verification) | bug-fix if a step uncovers a bug |
| "Apply build the lever", "which principle applies here", a design choice such as a second flag, a new type or one edit across many files | engineering-principles (planning) | architect for new code, improve-codebase-architecture for existing code |
| "Run this overnight", "keep going while I sleep", work to leave running while the user is away | overnight-run (agent-orchestration): trust checks first, a finish condition a script checks, a decision log and a morning audit | hillclimb when the goal is one number; the built-in /loop and /schedule only wake a session |
| "Create an agent", "install the agent roster", "audit my agents", "make a designer agent", agents that overlap or carry leftover tools, a starter team to plan, build and review, a design system in code to extend into more screens | geppetto (agent-orchestration): Create (a designer from its template), Install (eng-lead, builder, reviewer, writer, sweeper), Audit, Update; asks before every write | lean-subagent-dev for one subagent at a time |
| "Did this skill or prompt change help?", "A/B this prompt", does a new version of a skill behave differently, do the right skills start for the right requests | skill-eval (verification), its trigger mode for the last | arena to pick between attempts at one task |
Fix a run that went wrong
| Symptom | What to do |
| A skill did not start on its own from the user's words | The skill listing may be over budget, so Claude Code dropped its description. Type the skill's name for now; in a new session, ask "List every skill in your skill listing that has no description" and, if any are listed, raise SLASH_COMMAND_TOOL_CHAR_BUDGET or turn off unused plugins (docs/INSTALL.md in the repository) |
| One of the skills under "Which skills ask first" asked although the user had asked for it, or started its costly step on a remark | Those skills count a request for them or for what they do, or a brief that asks for it, as a yes, and a remark that only matches the description as no. Say plainly which it was; if the skill got it wrong, that is a bug to report. Every other skill is meant to start on its own when the situation fits |
| Parallel agents overwrote each other's files | parallel-worktrees: one worktree and branch per agent. Telling agents "do not touch X" is not enough |
| The agent claimed success from a green build or from reading the code | Ask for the real command, the stored value read back, or a drive of the app. evaluator grades the change with evidence; verify-app gives the project a way to drive the app |
| The review and fix loop keeps going | review-triage: one review round, one fix round, then the rest goes to the owner or an issue |
| The same correction keeps being made, session after session | retrospective for this session's lessons; rule-to-hook once a written rule is still broken; agent-friendly-audit for mistakes that repeat across the whole history |
| A fix did not hold, or two fixes in a row failed | bug-fix: attack the premise both fixes shared before trying a third |
| A long or unattended run kept going but finished nothing | Before the next run, set a finish condition a script can check and a stop that ends it and reports to the user: a dead end, or a budget of time, attempts or money. Progress stalling is not a finish condition; without a stop the run spins. overnight-run to run it unattended under a contract with a morning audit; methodology for work under contract; hillclimb when the goal is a number |
| A subagent's report was taken at its word and the work was wrong | lean-subagent-dev: reread the diff and rerun the checks after every subagent |
| Context was lost after a compaction or a new session | handoff before the session ends; the compact-snapshot hook keeps the last messages and edited files across a compaction |
Wording the request
When the user asks how to phrase a task for the agent, a good request names the goal, a done check that can pass or
fail, what counts as proof, the facts already known, and the real constraints. It leaves out the step-by-step how. It
names a skill only when the user wants that one (naming it is also the yes a skill under "Which skills ask first"
waits for). A theory of the cause goes in as a lead to test, not as the answer, or the agent follows it instead of
testing it. For a task the agent is about to do in this session, offer to run sharpen if it is installed: it
restates the task this way and confirms it before starting the work. For wording to paste elsewhere, give the
checklist above.
Improving the agent's environment
These change how future sessions go, not the product code.
retrospective(session-discipline): after a session with corrections, turn them into rule, memory or skill edits, with a gate that stops the rule files from repeating themselves.instructions-audit(session-discipline): review CLAUDE.md, AGENTS.md and similar files for size, duplicates, contradictions, stale references and vague rules.rule-to-hook(guards): a rule that keeps being broken becomes a tested check at the highest layer that holds it (types, lint or CI with a ratchet, a test, or a hook for what the agent does), instead of another sentence. The natural next step whenretrospectiveorinstructions-auditfinds a rule that is already written down and still ignored.agent-friendly-audit(planning): mine the whole history (review comments, fix commits, transcripts, instruction files) for mistakes agents repeat, and get a plan that fixes each at the highest layer, proven on a past instance.retrospectivecovers one session;rule-to-hookbuilds one chosen rule.
What runs without asking
Hooks act on every session where their plugin is installed. Each can be turned off in .claude/pau-skills.json
(see hooks/README.md in the repository).
| Hook | When it acts |
roadmap, branch-context | Session start: roadmap position, git branch and working-tree state |
compact-snapshot | Before and after a compaction: keeps your last messages, edited files and todos |
skill-usage | Each skill start, typed or by the agent: logs the time and name (never the prompt) for the usage report below |
secret-guard | Blocks a credential being written into a file |
file-size-guard | Blocks a change that leaves a file over 5,000 tokens and larger than before, with a split recipe |
destructive-guard | Blocks commands that destroy work or data for good |
no-verify-guard | Blocks skipping git hooks or commit signing |
merge-guard, inline-backtick-guard | Block a raw gh pr merge and backticks in inline interpreter payloads |
test-tamper-guard | Asks before a test is skipped, focused or loses assertions |
suppression-reason | Tells the agent when an edit adds a lint or type-check suppression with no reason |
verify-before-done | Sends the agent back once if it changed code and ran no checks |
no-idle | Tells every subagent never to end its turn waiting |
Which skills do I actually use?
When the user asks which skills they use, or which ones never run, run
node "${CLAUDE_SKILL_DIR}/usage-report.mjs" (add --days 90 for a longer window). It reads the log of the
skill-usage hook and prints the starts per skill, typed and by the agent, and the skills in the user and project
skill folders that never started in the last 30 days. A skill that lives only inside a plugin cannot show as never
started. Without the log it prints how to install the hook or switch it back on: pass that on. Suggest removing
or rewording a skill that never starts; do not remove anything yourself.
Picking between close options
brainstormorgrill-me?brainstormwidens: it generates and compares options when nothing is chosen yet.grill-menarrows: it settles the open decisions of a chosen plan. With only a goal, brainstorm first.html-plan,to-prdorarchitect?html-plan(an outside skill, if it is installed) writes the plan as one interactive HTML page, with each decision on the claim it changes, for the user to answer and copy back.to-prdwrites a markdown spec from what is already decided.architectwrites types and signatures in code and builds against them. Both offer an html-plan page when it is installed.skill-evalorarena?arenaruns several attempts at one task and builds on the best.skill-evalruns the same task with two versions of a skill or prompt and checks whether the change alters what the agent does.hillclimborbug-fix?bug-fixmakes a wrong result right.hillclimbmakes a correct result better on a number, one measured change at a time.grill-meorcodebase-oracle?grill-mesettles decisions that need the user's judgment.codebase-oracleanswers questions the code and its history can answer. When a plan has both kinds, run the oracle first so the interview only asks what the code cannot tell.evaluatorormutation-test?mutation-testchecks one test or guard can fail.evaluatorchecks the whole change against its acceptance criteria. Use both on anything that guards security or money.evaluatororreview-triage?evaluatorgrades a change against its contract until two rounds are clean.review-triagedecides which findings from any review are worth fixing, with one fix round. A failed contract assertion is a must-fix in triage, so they work together.lean-subagent-dev,parallel-worktreesormethodology?lean-subagent-devruns one subagent at a time with a short review, for everyday work.parallel-worktreesruns independent pieces at the same time.methodologyis the full method for work under contract.bug-fixorflaky-test-hunt?bug-fixis for a failure that happens every time.flaky-test-huntis for one that comes and goes; measure its rate first.architectorimprove-codebase-architecture?architectdesigns something new before it is built.improve-codebase-architecturefinds refactors in code that already exists, and carries one out when asked.handofforsession-close?session-closeincludes the handoff. Usehandoffalone when there is no time for the rest, or when the work moves to another person or tool.dependency-upgradeordependency-security-audit? The audit finds what is risky now. The upgrade skill changes versions safely. An audit finding usually ends in an upgrade.
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.

