implement
Skill14 starsChanged 8 days agoMITView on GitHub
Implement a piece of work based on a spec or set of tickets.
191 other projects use a version of this, 68 of them edited.
Adopted by
Most recently taken up by
- muxy-app/muxytheir own version, first seen Nov 15, 2026
- geoffbremner/skillsedited, first seen Nov 15, 2026
- SireJeff/k0ntexttheir own version, first seen Nov 15, 2026
- quickchatai/quickreviewedited, first seen Nov 15, 2026
- HiteSit/real-scientist-skillsedited, first seen Nov 15, 2026
- felipeam86/pipe-skillstheir own version, first seen Nov 15, 2026
Used with
Projects with it also use setup-ts-deep-modules, ask-matt 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.
liufeng1976Skillsetup-ts-deep-modules
Wire dependency-cruiser into a TypeScript repo so each package is a deep module — implementation hidden in subfolders, reachable only through its entry-point files. User-invoked.
Also in 43 projects that use this
GoogleSkillask-matt
Ask which skill or flow fits your situation. A router over the skills in this repo.
Also in 91 projects that use this
RoentekSkillloop-me
Grill me about specs for the workflows I want to build, within this workspace.
Also in 50 projects that use this
AWSSkillto-questionnaire
Turn a decision you can't fully answer into a questionnaire for someone else to fill in.
Also in 88 projects that use this
ryotaroh180105Skillclaude-handoff
Hand the current conversation off to a fresh background agent that picks up the work immediately.
Also in 42 projects that use this
GoogleSkillresolving-merge-conflicts
Use when you need to resolve an in-progress git merge/rebase conflict.
Also in 83 projects that use this
- +1 more from google
Other versions191 projects use a version of this.
Word for word · 0
None found.
Edited · 68
- mattpocock/skills★ 325k66% same
- QuivrHQ/quivr★ 40k71% same
- The-Vibe-Company/quivr★ 40k71% same
- formbricks/formbricks★ 13k66% same
- ArcReel/ArcReel★ 6.6k66% same
- withcoral/coral★ 4.9k66% same
- bestofjs/bestofjs★ 3.1k71% same
- moeru-ai/xsai★ 66771% same
- aws/graph-explorer★ 49271% same
- biersoeckli/QuickStack★ 36566% same
58 more not listed
Wrote their own version · 123
- foambubble/foam★ 17ksame name
- vinvcn/mattpocock-skills-zh-CN★ 5.8ksame name
- fallow-rs/fallow★ 5.3ksame name
- huggingface/OpenEnv★ 2.9ksame name
- meta-pytorch/OpenEnv★ 2.8ksame name
- oxsecurity/megalinter★ 2.6ksame name
- muxy-app/muxy★ 2.4ksame name
- pymc-labs/pymc-marketing★ 1.3ksame name
- adobe/S3Mock★ 1.2ksame name
- nodetool-ai/nodetool★ 637same name
113 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 repository31 other files it gives its agents.
- .claude/CLAUDE.mdCLAUDE.md
- CLAUDE.mdCLAUDE.md
- cc-release-reviewSkill
- verifySkill
- assisted-logSkill
- codebase-designSkill
- code-theorySkill
- code-walkthroughSkill
- diagnosing-bugsSkill
- domain-modelingSkill
- downloads-triageSkill
- editorSkill
- grillingSkill
- grill-meSkill
- grill-with-docsSkill
- improve-codebase-architectureSkill
- prototypeSkill
- prSkill
- release-gateSkill
- release-shipSkill
- release-sweepSkill
- retroSkill
- rexSkill
- spec-reviewSkill
- tddSkill
- to-specSkill
- to-ticketsSkill
- triageSkill
- which-skillSkill
- wizardSkill
- writing-for-agentsSkill
The file
We split this skill into the rules it gives an agent
5 rules. 0 are common, 2 are distinctive, and 3 are very specific to this project.
0
Common
Most of the 172 edited versions we read keep these.
2
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
- Very specific: line 11
Never commit to main. Unless you're already on a feature branch, start one with ~/.claude/bin/pr-cycle start <branch>.
- Distinctive: line 13
Call the Skill tool with "tdd" where possible, at pre-agreed seams.
- Distinctive: line 15
Run typechecking regularly, single test files regularly, and the full test suite once at the end.
- Very specific: line 17
Commit your work to the branch.
- Very specific: line 19
Stop there. Shipping is the user's call: report the branch, and draft the PR body with the pr skill (Closes #<n> for each ticket) so …
“Common” is measured: kept by at least 6 in 10 of the 172 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
Implement the work described by the user in the spec or tickets.
Issue-tracker operations and labels are in ~/.claude/references/github-tracker.md. If the user passes a ticket reference, fetch it and state its title before starting. If the reference is ambiguous, ask.
Never commit to main. Unless you're already on a feature branch, start one with ~/.claude/bin/pr-cycle start <branch>.
Call the Skill tool with "tdd" where possible, at pre-agreed seams.
Run typechecking regularly, single test files regularly, and the full test suite once at the end.
Commit your work to the branch. Then call the Skill tool with "spec-review" to review it, commit the fixes for what it finds, and record the review with ~/.claude/bin/pr-cycle reviewed <branch>.
Stop there. Shipping is the user's call: report the branch, and draft the PR body with the pr skill (Closes #<n> for each ticket) so pr-cycle ship is one command away.
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.

