implement
Skill18 starsChanged 11 days agoMITView on GitHub
Implement a Linear or GitHub issue end to end. Sets up the worktree and branch, works in committed steps, keeps the issue at its final state, reviews with a fresh reviewer until no finding is worth another round, and stops at the merge gate. For a project whose CLAUDE.md names where it tracks work. Use when the user says "implement issue ABC-123", "implement issue #42", "work on ABC-123", "build this issue", or runs /pipe-skills:implement in such a project.
191 other projects use a version of this.
Adopted by
Most recently taken up by
- geoffbremner/skillstheir own version, first seen Nov 15, 2026
- SireJeff/k0ntexttheir own version, first seen Nov 15, 2026
- quickchatai/quickreviewtheir own version, first seen Nov 15, 2026
- HiteSit/real-scientist-skillstheir own version, first seen Nov 15, 2026
- alexj11324/Mikkatheir own version, first seen Nov 15, 2026
- QiYueran-source/waymarktheir own version, first seen Nov 15, 2026
Used with
Projects with it also use setup-ts-deep-modules, ask-matt and 10 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.
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Hand the current conversation off to a fresh background agent that picks up the work immediately.
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Turn the current conversation into a spec and publish it to the project issue tracker — no interview, just synthesis of what you've already discussed.
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- +3 more from google
Other versions191 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 191
- mattpocock/skills★ 309ksame name
- QuivrHQ/quivr★ 40ksame name
- The-Vibe-Company/quivr★ 40ksame name
- foambubble/foam★ 17ksame name
- formbricks/formbricks★ 13ksame name
- ArcReel/ArcReel★ 6.3ksame name
- vinvcn/mattpocock-skills-zh-CN★ 5.5ksame name
- fallow-rs/fallow★ 5.3ksame name
- withcoral/coral★ 4.9ksame name
- bestofjs/bestofjs★ 3.1ksame name
181 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 repository13 other files it gives its agents.
- CLAUDE.mdCLAUDE.md
- adviseSkill
- assessSkill
- autonomous-loopSkill
- awaySkill
- final-stateSkill
- interviewSkill
- prdSkill
- promote-ruleSkill
- reviewSkill
- setupSkill
- shipSkill
- sweepSkill
The file
We split this skill into the rules it gives an agent
3 rules. 0 are common, 2 are distinctive, and 1 is 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.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 13
Read the issue with its comments, and every CLAUDE.md that governs the files it touches.
- Very specific: line 24
When a discovery changes the plan, rewrite the issue description and the pull request description to the current proposal with the …
- Distinctive: line 32
When findings come back in one area after a fix, stop adding guards there: question the method, and change it or ask the user, because each …
“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 an issue
The issue is the specification. The project CLAUDE.md names where it tracks work. Read the tracker file for it, ${CLAUDE_PLUGIN_ROOT}/trackers/linear.md or ${CLAUDE_PLUGIN_ROOT}/trackers/github.md, and run each operation below as that file says.
Set up
- Read the issue with its comments, and every
CLAUDE.mdthat governs the files it touches. - The target branch is the branch the user is on.
- Create the worktree with EnterWorktree and the worktree name of the tracker file as its
name. Name the branch, then rungit fetch originand check it out in the worktree:git checkout -B <branch> origin/<branch>when it is on the remote, so that the commits of an earlier run stay, elsegit checkout -B <branch> origin/<target>. Without a remote,git checkout -B <branch> <target>, or keep the local branch when it exists. Set the issue toIn Progress. - With a GitHub remote, push each commit of the run, a step or a fix, so that the reviewer, the merge, and a later run see it. After the first push, when the branch has no pull request, open a draft pull request whose title starts with the issue identifier, because GitHub refuses a pull request with no commit, and link it to the issue. Without a remote, the issue holds the record.
Work in steps
Build the simplest change that meets the success criteria, at the weight that the Business impact gives, because each guard you add is more to review, and more to maintain. Follow the decisions the issue records, and choose the rest of the method yourself.
For each step: implement it, validate it by the rule of the repository, and commit it with a message that starts with the issue identifier and says what the validation found.
When a discovery changes the plan, rewrite the issue description and the pull request description to the current proposal with the pipe-skills:final-state skill, and put the change and its reason in an issue comment.
Review
Start a fresh reviewer subagent on the most capable model you have, with the pipe-skills:review skill. Give it the issue identifier and the pull request number, or the worktree path, the branch and the target branch, and nothing more: no account of your work and no earlier findings, so that it judges the change as it is.
You decide what this branch fixes. Fix every blocker, and each in-scope finding that is worth its cost at the weight of the issue. Do not fix out-of-scope findings: keep them for the merge-gate comment. Drop a finding you disagree with, and say why in one line. Commit the fixes and start a new reviewer.
When findings come back in one area after a fix, stop adding guards there: question the method, and change it or ask the user, because each new guard brings a new finding.
The loop ends when no blocker is left and no remaining finding is worth another round. After 3 rounds, stop and ask the user, because by then the problem is in the method or in the specification.
Merge gate
Do not merge. Set the issue to In Review, and add a comment with the branch, the target branch, the final verdict, the out-of-scope findings, and the in-scope findings you did not fix with their reason. Report the verdict first, what you built, what the validation showed, and whether a reviewer read the last commit.
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.

