implement-spec
Skill5 starsChanged 3 months agoMITView on GitHub
将 to-spec 和 to-tickets 的产物整体实施为代码,按 task graph 并行处理工单并汇入 integration branch。
107 other projects use a version of this.
Adopted by
Most recently taken up by
- maxatwork/skillstheir own version, first seen Nov 8, 2026
- rodeyseijkens/skillstheir own version, first seen Nov 8, 2026
- ivanrvpereira/.agentstheir own version, first seen Nov 8, 2026
- 5thlayer/skillworkstheir own version, first seen Nov 8, 2026
- dfirmin/compasstheir own version, first seen Nov 8, 2026
- zhikedan/mattpocock-skills-dshtheir own version, 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 · 0
None found.
Wrote their own version · 107
- mattpocock/skills★ 309ksame name
- formbricks/formbricks★ 13ksame name
- ArcReel/ArcReel★ 6.3ksame name
- vinvcn/mattpocock-skills-zh-CN★ 5.5ksame name
- withcoral/coral★ 4.9ksame 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
97 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 repository32 other files it gives its agents.
- AGENTS.mdAGENTS.md
- documenting-codeSkill
- implementSkill
- integrating-frontend-apisSkill
- organizing-frontend-componentsSkill
- prototypeSkill
- tddSkill
- writing-vue-componentsSkill
- researchSkill
- teachSkill
- writing-for-agentsSkill
- codebase-designSkill
- domain-modelingSkill
- grill-with-docsSkill
- to-specSkill
- to-ticketsSkill
- code-reviewSkill
- diagnosing-bugsSkill
- improve-codebase-architectureSkill
- retroSkill
- ask-mattSkill
- execute-planSkill
- git-commitSkill
- grillingSkill
- grill-meSkill
- handoffSkill
- prSkill
- setup-matt-pocock-skillsSkill
- triageSkill
- usage-disclosureSkill
- wait-whatSkill
- wayfinderSkill
The file
Files
你已经获得一份规格(spec)。它应当关联描述实施方式的工单(tickets)。
你应当已经获得议题跟踪器;如果没有,提醒用户运行 /setup-matt-pocock-skills。
目标是在一条**集成分支(integration branch)**上实现整份规格,并按议题跟踪器的规则解决每个工单。
工单不是步骤清单,而是带有阻塞关系的任务图(task graph),因此始终存在一组已经可以领取的前沿工单(frontier)。
与子代理之间的沟通应当简洁,主要使用**上下文指针(context pointers)**指向规格、工单、调研笔记和既有提交,不重复指针已经能提供的信息。
尽可能让**实施子代理(implementer subagents)**在后台运行,以提高并发度。
步骤(Steps)
- 阅读规格和工单,理解任务图。
- 可选:使用**探索子代理(exploration subagent)调查工单需要的代码库文件或外部文档。确保它可以保存文件,并将 Markdown 笔记存到仓库外、所有后续子代理均可访问的目录,让实施子代理(implementer subagents)**专注实现。
- 创建集成分支。如果跟踪器通过 PR 关闭工作,或用户要求 PR,就在第 5 步第一次合并之后创建草稿 PR,并标记它解决规格和工单;没有领先 main 的提交时无法创建 PR。
- 使用**实施子代理(implementer subagents)**实现各工单,每个子代理拥有独立 worktree 和分支。每个实施子代理都应:
- 开始前确认 worktree 基于集成分支,否则重置到集成分支;
- 调用 Skill 工具加载
tdd来构建工单; - 汇报完成前,将集成分支的最新提交合并到自身分支。
- 一个**实施子代理(implementer subagent)完成后,使用合并子代理(merger subagent)**把其工作合并到集成分支。
- 如果可领取工单的**前沿(frontier)发生变化,启动更多实施子代理(implementer subagents)**处理新工单,使并发度最大化。
- 全部工单完成后,在集成分支上调用 Skill 工具加载
code-review。由一个**实施子代理(implementer subagent)**修复审查发现的所有问题。 - 如果存在草稿 PR,将其标记为可以审查;否则按跟踪器规则解决每个工单,并报告集成分支。
- 清理所有**实施子代理(implementer subagent)**的 worktree。
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