implement
Skill2 starsChanged 15 days agoMITView on GitHub
Implement a piece of work on this package based on a spec or set of tickets.
191 other projects use a version of this, 64 of them edited.
Adopted by
Most recently taken up by
- revisit-studies/studytheir own version, first seen Nov 9, 2026
- dz114879/skillsedited, first seen Nov 8, 2026
- Dimon94/dveritytheir own version, first seen Nov 8, 2026
- Dimon94/skillstheir own version, first seen Nov 8, 2026
- The-Vibe-Company/quivredited, first seen Nov 8, 2026
- miklschmidt/archboardedited, first seen Nov 8, 2026
Used with
Projects with it also use setup-ts-deep-modules, loop-me and 3 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
RoentekSkillloop-me
Grill me about specs for the workflows I want to build, within this workspace.
Also in 50 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
LesaniSkillwriting-beats
Shape an article as a journey of beats, choose-your-own-adventure style. The user picks a starting beat from the raw material, you write only that beat, then offer options for where to pivot next, beat by beat, until the article reaches a natural end. Use when the user has raw material and wants to assemble it as a narrative rather than an argument.
Also in 47 projects that use this
Other versions191 projects use a version of this.
Word for word · 0
None found.
Edited · 64
- mattpocock/skills★ 309k37% same
- QuivrHQ/quivr★ 40k29% same
- The-Vibe-Company/quivr★ 40k29% same
- formbricks/formbricks★ 13k37% same
- ArcReel/ArcReel★ 6.3k37% same
- withcoral/coral★ 4.9k37% same
- bestofjs/bestofjs★ 3.1k29% same
- moeru-ai/xsai★ 66729% same
- aws/graph-explorer★ 49029% same
- biersoeckli/QuickStack★ 36537% same
54 more not listed
Wrote their own version · 127
- foambubble/foam★ 17ksame name
- vinvcn/mattpocock-skills-zh-CN★ 5.5ksame name
- fallow-rs/fallow★ 5.3ksame name
- meta-pytorch/OpenEnv★ 2.8ksame name
- huggingface/OpenEnv★ 2.8ksame name
- oxsecurity/megalinter★ 2.6ksame name
- pymc-labs/pymc-marketing★ 1.3ksame name
- adobe/S3Mock★ 1.2ksame name
- nodetool-ai/nodetool★ 615same name
- stevesolun/ctx★ 583same name
117 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 repository65 other files it gives its agents.
- AGENTS.mdAGENTS.md
- .claude/CLAUDE.mdCLAUDE.md
- ask-mattSkill
- codebase-designSkill
- code-reviewSkill
- diagnosing-bugsSkill
- domain-modelingSkill
- grillingSkill
- grill-meSkill
- grill-with-docsSkill
- handoffSkill
- implement-specSkill
- improve-codebase-architectureSkill
- prototypeSkill
- prSkill
- researchSkill
- retroSkill
- setup-matt-pocock-skillsSkill
- tddSkill
- teachSkill
- to-questionnaireSkill
- to-specSkill
- to-ticketsSkill
- triageSkill
- wait-whatSkill
- wayfinderSkill
- wizardSkill
- writing-for-agentsSkill
- ask-mattSkill
- codebase-designSkill
- code-reviewSkill
- diagnosing-bugsSkill
- domain-modelingSkill
- grillingSkill
- grill-meSkill
- grill-with-docsSkill
- handoffSkill
- implementSkill
- implement-specSkill
- improve-codebase-architectureSkill
- prototypeSkill
- prSkill
- researchSkill
- retroSkill
- setup-matt-pocock-skillsSkill
- tddSkill
- teachSkill
- to-questionnaireSkill
- to-specSkill
- to-ticketsSkill
- triageSkill
- wait-whatSkill
- wayfinderSkill
- wizardSkill
- writing-for-agentsSkill
- ask-refinementSkill
- bootstrap-contextSkill
- configure-refinementSkill
- meeting-minutesSkill
- qa-planSkill
- The first 60 shown.
The file
We split this skill into the rules it gives an agent
5 rules. 0 are common, 1 is distinctive, and 4 are very specific to this project.
0
Common
Most of the 171 edited versions we read keep these.
1
Distinctive
This author's own choices. Worth a look.
4
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 9
If the user passes a ticket reference, fetch it from the issue tracker in docs/agents/build-issue-tracker.md and state its title before …
- Very specific: line 11
Before writing anything, run the ticket preflight in docs/agents/ticket-preflight.md: re-verify the ticket against the package as it stands …
- Very specific: line 25
Run node scripts/validate-skills.mjs often: it carries frontmatter, manifest, router, prose, eval references, grader regression and prompt …
- Very specific: line 29
Run the Definition of Done from AGENTS.md: node scripts/validate-skills.mjs, node scripts/build-prompts.mjs --check, and claude plugin …
- Distinctive: line 37
Do not commit automatically.
“Common” is measured: kept by at least 6 in 10 of the 171 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
If the user passes a ticket reference, fetch it from the issue tracker in docs/agents/build-issue-tracker.md and state its title before starting. If the reference is ambiguous, ask.
Before writing anything, run the ticket preflight in docs/agents/ticket-preflight.md: re-verify the ticket against the package as it stands and against the documents that govern the area, then record the outcome in the ticket. Start only when the recorded outcome allows it.
Implement the work described by the user in the spec or tickets.
What stands in for tests here
This package has no unit test suite, so the test-first habit lands on the checks that do exist, and in this order:
- A change to a rule a skill states: first make the rule checkable, by adding or sharpening a check in
scripts/validate-skills.mjsorscripts/grade-output.mjs, or an assertion inevals/*.json, then change the rule, then measure. A rule shipped without a check that can fail is a rule nobody will notice breaking. - A change to the harness itself: write the failing case first, which for the grader means a fixture under
evals/fixtures/artifacts/and for the validator means the condition it must reject, and confirm it fails before the fix. harness.mdrecords what the mechanical layer cannot check. When a rule falls there, say so in the ticket rather than pretending a check covers it.
While working
Run node scripts/validate-skills.mjs often: it carries frontmatter, manifest, router, prose, eval references, grader regression and prompt freshness in one command. Run node scripts/build-prompts.mjs after any edit under skills/, because prompts/ is generated and the validator rejects it when stale.
Before reporting done
Run the Definition of Done from AGENTS.md: node scripts/validate-skills.mjs, node scripts/build-prompts.mjs --check, and claude plugin validate . --strict.
For a behavioral change, measure it. Rerun the eval cases that exercise the rule, two or three of them, in both languages when the rule is localized; the full suite only when the change touches more than one workflow. Report the before and after, and say plainly when a fix is not demonstrated: a single passing run does not separate a fix from variance, which is why the series in ADR 0005 was measured rather than asserted.
Then read and follow code-review on the work.
Committing
Do not commit automatically. Propose a Conventional Commit message and ask for explicit authorization, or leave the work uncommitted for the user to review. The pre-commit hook runs the Definition of Done; when it fails, fix the cause rather than passing --no-verify.
Stage explicit paths rather than git add -A: this repository is also a working directory for other projects' files from time to time, and -A has already come close to committing one.
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.

