implement
Skill1 starsChanged 10 days agoMITView on GitHub
Implements a clear feature or single ticket end-to-end using Deep Modules, Red-Green-Refactor TDD, and Dual-Axis Review.
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
- felipeam86/pipe-skillstheir own version, first seen Nov 15, 2026
- alexj11324/Mikkatheir own version, first seen Nov 15, 2026
Used with
Projects with it also use setup-ts-deep-modules, loop-me and 5 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.
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AWSSkillto-questionnaire
Turn a decision you can't fully answer into a questionnaire for someone else to fill in.
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ryotaroh180105Skillclaude-handoff
Hand the current conversation off to a fresh background agent that picks up the work immediately.
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GoogleSkillresolving-merge-conflicts
Use when you need to resolve an in-progress git merge/rebase conflict.
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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
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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 repository45 other files it gives its agents.
- ask-mattSkill
- audit-context-buildingSkill
- codebase-designSkill
- code-eleganceSkill
- code-reviewSkill
- diagnosing-bugsSkill
- differential-reviewSkill
- dispatching-parallel-agentsSkill
- domain-modelingSkill
- elegant-delivery-docsSkill
- grill-meSkill
- grill-with-docsSkill
- handoffSkill
- impeccableSkill
- implement-specSkill
- improve-codebase-architectureSkill
- karpathy-guidelinesSkill
- mcp-builderSkill
- ponytail-auditSkill
- ponytail-debtSkill
- ponytail-gainSkill
- ponytail-helpSkill
- ponytail-reviewSkill
- ponytailSkill
- postgres-best-practicesSkill
- prior-art-researchSkill
- prototypeSkill
- prSkill
- react-best-practicesSkill
- receiving-code-reviewSkill
- researchSkill
- retroSkill
- ruflo-swarm-sparcSkill
- scrapling-officialSkill
- setup-matt-pocock-skillsSkill
- setup-pre-commitSkill
- subagent-prompt-architectureSkill
- tddSkill
- to-specSkill
- to-ticketsSkill
- triageSkill
- using-git-worktreesSkill
- verification-before-completionSkill
- wayfinderSkill
- webapp-testingSkill
The file
Files
/implement — 端到端精益实现流水线
标准步骤
- 读取上下文、现有可复用代码(Ponytail 决策阶梯)与真实样本 Fixture。
- 遵循
/codebase-design设计深模块接口与清晰测试接缝。 - 执行
/tdd循环:Red(写失败测试) → Green(最小实现) → Refactor(测试保护下深化重构)。 - 运行全量测试与静态检查,执行
/code-review双轴自检后交付。
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