implement-spec
Skill4 starsChanged 10 days agoMITView on GitHub
Implement a whole spec and its tickets on one integration branch with parallel implementers.
107 other projects use a version of this, 68 of them edited.
Adopted by
Most recently taken up by
- maxatwork/skillstheir own version, first seen Nov 8, 2026
- rodeyseijkens/skillsedited, first seen Nov 8, 2026
- ivanrvpereira/.agentsedited, first seen Nov 8, 2026
- 5thlayer/skillworksedited, first seen Nov 8, 2026
- dfirmin/compassedited, first seen Nov 8, 2026
- zhikedan/mattpocock-skills-dshedited, first seen Nov 8, 2026
Used with
Projects with it also use implement-spec-with-codex, close-spec 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.
dzhngSkillimplement-spec-with-codex
Run [implement-spec](../implement-spec/SKILL.md) with Codex doing the implementation passes while you orchestrate, integrate, and review. Use when the user asks to implement a spec with Codex, or to run implement-spec with Codex as the implementer.
Also in 4 projects that use this
dzhngSkillclose-spec
When a spec under specs/<feature>/ is done shipping (a write-spec build, or any planned task that produced a spec), archive it to specs/done/ and rewrite it from a build-plan into a durable rationale — the why, the principles, the invariants — pointing back to the real code for the how. Use when implementation has landed and the plan no longer matches what shipped, or the user says a feature/spec is finished. Pairs with [write-spec](../write-spec/SKILL.md) (the plan this closes) and [review](../review/SKILL.md) (run before closing).
Also in 4 projects that use this
wolverin0Skillaudit-decisions
Standardize remediation decisions, baseline-policy entries, and legal-review banners for accepted, deferred, or policy-blocked audit findings.
Also in 4 projects that use this
saffron-healthSkillget-pr-reviews
Get nicely formatted output of the last review comments on a PR. Used internally by other skills.
Also in 3 projects that use this
saffron-healthSkillpush-everything
Stage ALL changes in the repository (not just session changes), commit, and push. Use when you need to commit all pending changes.
Also in 3 projects that use this
transitive-bullshitSkillcompare-screenshots
Compare screenshots against the intended design, distinguishing approved references from historical baselines. Use for iterative implementation matching, before/after visual review, objective image telemetry, or checking a lone capture for flat, empty, or badly framed content.
Also in 4 projects that use this
- +5 more from dzhng
Other versions107 projects use a version of this.
Word for word · 0
None found.
Edited · 68
- mattpocock/skills★ 309k68% same
- formbricks/formbricks★ 13k67% same
- ArcReel/ArcReel★ 6.3k67% same
- withcoral/coral★ 4.9k67% same
- aws/graph-explorer★ 49067% same
- biersoeckli/QuickStack★ 36567% same
- itsmylife44/cliproxyapi-dashboard★ 28367% same
- tt-a1i/matt-skills-with-to-goal★ 19267% same
- willdady/platypus★ 13067% same
- Tresnanda/kybern★ 8351% same
58 more not listed
Wrote their own version · 39
- vinvcn/mattpocock-skills-zh-CN★ 5.5ksame name
- dzhng/jevgrep★ 3.2ksame name
- dzhng/skills★ 1.5ksame name
- a16z/jolt★ 1.1ksame name
- cashew-labs/libretto★ 898same name
- saffron-health/libretto★ 883same name
- devcxl/mattpocock-skills-zh★ 522same name
- panaversity/ksor★ 225same name
- jellydn/my-ai-tools★ 127same name
- dzhng/yap★ 112same name
29 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.
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- CLAUDE.mdCLAUDE.md
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- The first 60 shown.
The file
We split this skill into the rules it gives an agent
7 rules. 0 are common, 6 are distinctive, and 1 is very specific to this project.
0
Common
Most of the 100 edited versions we read keep these.
6
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
- Very specific: line 12
If CLAUDE.md exists, read CLAUDE.md first.
- Distinctive: line 20
Start every authorized subagent with a fresh context window and a self-contained brief.
- Distinctive: line 22
Use only host-supported, authorized delegation.
- Distinctive: line 28
Read the spec, full tickets and blocking relationships.
- Distinctive: line 36
Use a fresh implementer subagent for each ticket, each in its own worktree on its own branch.
- Distinctive: line 43
Verify the integrated slice against its acceptance criteria, then refresh ticket state and recompute the frontier.
- Distinctive: line 49
If a draft PR exists, keep it draft when that is the requested endpoint.
“Common” is measured: kept by at least 6 in 10 of the 100 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
You have been provided a spec. This spec should have tickets associated with it, describing how to implement the spec.
Choose this for an approved spec with real blocker edges and independently verifiable tickets, not an ordinary single-ticket task. Invoking this skill is the user's explicit request for delegation and parallel agents; loading or mentioning it is not consent. Load skills per dependency loading.
If CLAUDE.md exists, read CLAUDE.md first; otherwise read AGENTS.md. Follow its Issue tracker pointer. If absent, tell the user to run /work-automation-kit.
The goal is the entire spec implemented on a single integration branch, with every ticket resolved the way the issue tracker closes work.
The tickets are not a list of steps. They are a task graph with blocking relationships between them. This means there is always a frontier of tickets which are ready to be grabbed.
Communication to and from subagents should be sparse. Communicate primarily through context pointers: to the spec, tickets, research notes, and previous commits. Don't duplicate information already available via pointers.
Start every authorized subagent with a fresh context window and a self-contained brief; do not fork the coordinator's conversation.
Use only host-supported, authorized delegation. Bound concurrent implementers by independent ownership and the coordinator's ability to integrate and verify their work, not frontier size. An unavailable delegation capability is a reported limitation, not permission to change providers.
Steps
- Read the spec, full tickets and blocking relationships. Apply the build-ticket graph contract before dispatch: missing edges, cycles and an empty frontier with unfinished work cannot be treated as completion.
- (optional) Use an exploration subagent to conduct any exploration required by the tickets - relevant codebase files or external documentation. Ensure the exploration subagent can save files - it should save its markdown notes in a directory outside the repo, accessible by all future subagents. This lets implementer subagents focus on implementation rather than exploration.
- Create the integration branch. If the issue tracker closes work through PRs, or the user asks for one, open a draft PR after the first merge in step 5 (a branch with no commits ahead of main can't open one), marked as closing the spec and tickets.
- Use a fresh implementer subagent for each ticket, each in its own worktree on its own branch. Each implementer subagent:
- confirms its clean, agent-owned worktree is based on the integration branch's pinned tip before starting; correct a wrong base without resetting foreign, dirty or concurrent work;
- Calls the Skill tool with "tdd" to build the ticket;
- merges the integration branch tip into its own branch before reporting done, so step 5 is a fast-forward.
- Once an implementer subagent completes, merge its work to the integration branch with a merger subagent.
- Verify the integrated slice against its acceptance criteria, then refresh ticket state and recompute the frontier. Dispatch newly ready work within the authorized bounds; an implementer's completion alone never unblocks dependent work.
- Once all tickets are complete, Call the Skill tool with "review" on the integration branch. Fix all issues raised by the code review in a single fresh implementer subagent.
- If a draft PR exists, keep it draft when that is the requested endpoint; otherwise mark it ready for review. Without a PR, resolve each ticket the way the issue tracker closes work, and report the integration branch.
- Clean up only owned implementer worktrees whose results are integrated and whose useful artifacts are retained. Preserve dirty, unpushed or foreign work; report anything left.
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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.

