ask-matt
Skill1 starsChanged 10 days agoMITView on GitHub
Routes engineering tasks to the right Matt Pocock workflow skill based on complexity, ambiguity, and current state.
133 other projects use a version of this.
Adopted by
Most recently taken up by
- ArtisanXL/etsy-mcptheir own version, first seen Nov 15, 2026
- trajectonomics/skillstheir own version, first seen Nov 15, 2026
- pronvis/skillstheir own version, first seen Nov 15, 2026
- RSickenberg/programmatic-resumetheir own version, first seen Nov 15, 2026
- geoffbremner/skillstheir own version, first seen Nov 15, 2026
- quickchatai/quickreviewtheir own version, first seen Nov 15, 2026
Used with
Projects with it also use setup-ts-deep-modules, claude-handoff 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.
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 30 projects that use this
ryotaroh180105Skillclaude-handoff
Hand the current conversation off to a fresh background agent that picks up the work immediately.
Also in 33 projects that use this
RoentekSkillloop-me
Grill me about specs for the workflows I want to build, within this workspace.
Also in 36 projects that use this
FabienDehopreSkilldecision-mapping
Turn a loose idea into a sequenced map of investigation tickets, then drive them to resolution one at a time.
Also in 5 projects that use this
AWSSkillto-questionnaire
Turn a decision you can't fully answer into a questionnaire for someone else to fill in.
Also in 62 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 35 projects that use this
Other versions133 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 133
- mattpocock/skills★ 309ksame name
- QuivrHQ/quivr★ 40ksame name
- The-Vibe-Company/quivr★ 40ksame name
- GreyDGL/PentestGPT★ 16ksame name
- ArcReel/ArcReel★ 6.3ksame name
- vinvcn/mattpocock-skills-zh-CN★ 5.5ksame name
- withcoral/coral★ 4.9ksame name
- bestofjs/bestofjs★ 3.1ksame name
- moeru-ai/xsai★ 667same name
- nodetool-ai/nodetool★ 615same name
123 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.
- 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
- implementSkill
- 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
/ask-matt — 工程工作流智能路由指南
核心路由决策树
- 需求存在模糊分支或跨模块权衡 → 先走
/grill-with-docs(无本地代码库时走/grill-me)。 - 需要梳理复杂业务概念与术语 → 走
/domain-modeling更新GLOSSARY.md与docs/adr/。 - 需要将达成共识的方案固化为技术文档:
- 单次会话可完成的清晰任务 → 直接走
/implement(内置/tdd+/code-review)。 - 复杂/跨阶段/多模块工程 → 依次走
/to-spec生成规格书 →/to-tickets拆解曳光弹垂直切片工单 →/implement-spec。
- 单次会话可完成的清晰任务 → 直接走
- 遇到疑难 Bug、偶发故障或性能退化 → 走
/diagnosing-bugs(复现 → 假设 → 埋点证伪 → 修复并补回归测试)。 - 需要验证 UI 交互或状态机可行性 → 走
/prototype构建一次性验证原型,再通过/handoff带回结论。 - 存量代码库肥胖或模块浅化 → 走
/improve-codebase-architecture寻找深模块(Deep Modules)合并机会。 - 任务收尾与交付 → 走
/code-review(双轴审查) →/pr(单双向门分析) →/retro(沉淀规则至AGENTS.md)。
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