meta
Skill0 starsChanged 2 months agoMITView on GitHub
元技能:把到来的工作路由到正确的阶段技能,并定义所有阶段共享的操作纪律。当不确定该用哪个技能、会话刚开始、或任务跨多个阶段时先读它。它按软件开发生命周期把工作映射到六个阶段技能:define(要做什么)/ plan(怎么拆)/ build(怎么写)/ verify(怎么证明它对)/ review(该不该合)/ ship(怎么上线)。Meta-skill: routes incoming work to the right phase skill and defines the operating rules shared by all phases. Use when starting a session, when unsure which skill applies, or when a task spans several phases. Maps work onto six lifecycle phase skills: define, plan, build, verify, review, ship. Based on addyosmani/agent-skills v0.6.9.
11 other projects use a version of this.
Adopted by
Most recently taken up by
- ku5ic/claude-kittheir own version, first seen Nov 4, 2026
- joi-fairshare/agentic-workflowtheir own version, first seen Nov 1, 2026
- RightBlogger/bloggingskillstheir own version, first seen Nov 1, 2026
- giolaq/tv-build-harnesstheir own version, first seen Nov 1, 2026
- jthorare/agentic-workflowtheir own version, first seen Oct 25, 2026
- kagenti/kagentitheir own version, first seen Oct 8, 2026
Used with
Projects with it also use agency-docs-updater, brand-agency 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.
KISHOR403Skillagency-docs-updater
End-to-end pipeline for publishing Claude Code lab meetings. Automatically finds/creates Fathom transcript, downloads video, uploads to YouTube, generates fact-checked Russian summary, creates MDX documentation, and pushes to agency-docs for Vercel deployment. Single invocation replaces 5+ manual steps.
Also in 3 projects that use this
KISHOR403Skillbrand-agency
Applies Agency brand colors and typography to artifacts including presentations, SVG graphics, documents, and web interfaces. This skill should be used when brand colors, visual formatting, neobrutalism style, or Agency design standards apply. Keywords - branding, corporate identity, visual identity, styling, brand colors, typography, visual formatting, visual design, neobrutalism.
Also in 3 projects that use this
- +10 more from KISHOR403
Other versions11 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 11
- glebis/claude-skills★ 410same name
- kagenti/kagenti★ 303same name
- giolaq/tv-build-harness★ 4same name
- RightBlogger/bloggingskills★ 4same name
- joi-fairshare/agentic-workflow★ 3same name
- jthorare/agentic-workflow★ 3same name
- ku5ic/claude-kit★ 2same name
- corygabrielsen/skills★ 1same name
- demithras/ClearMeta★ 1same name
- JAVICHILEON/claude---Skills★ 0same name
1 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.
- 3d-creationSkill
- 60fps-animationSkill
- aihotSkill
- arxivSkill
- awesome-design-mdSkill
- buildSkill
- canvas-designSkill
- cavemanSkill
- cli-anything-hubSkill
- data-analyticsSkill
- defineSkill
- design-blueprintSkill
- diagnoseSkill
- dsh-plugin-developmentSkill
- feishu-cliSkill
- find-skillsSkill
- flow-canvasSkill
- frontend-designSkill
- fun-code-reverseSkill
- github-cliSkill
- github-trending-cnSkill
- handoffSkill
- latex-compileSkill
- learn-everythingSkill
- modern-python-toolchainSkill
- multi-search-engineSkill
- myagents-routerSkill
- office-docsSkill
- perplexitySkill
- planSkill
- product-designSkill
- research-paper-writingSkill
- reverse-proxySkill
- reverse-skill-routerSkill
- reviewSkill
- salesSkill
- shipSkill
- skill-auditSkill
- skill-createSkill
- super-researchSkill
- teachSkill
- verifySkill
- videoSkill
- visualizerSkill
- web-search-exaSkill
The file
Files
Meta(元技能 · 阶段路由)
来源:addyosmani/agent-skills v0.6.9 的
using-agent-skills,加阶段路由表。
这个技能干什么
把到来的工作映射到正确的阶段技能,并说明所有阶段共享的操作纪律。
它自己不完成任何开发任务 —— 它只决定「现在该走哪个阶段」。
阶段路由
任务到来
│
├── 还不知道自己要什么? ──────────────→ define
│ (interview-me / idea-refine)
├── 有想法,需要写成规格? ────────────→ define
│ (spec-driven-development / constraint-driven-development)
├── 有规格,需要拆任务? ──────────────→ plan
├── 要写代码? ────────────────────────→ build
├── 要写/跑测试、东西坏了? ───────────→ verify
├── 要评审、简化、加固、调优? ────────→ review
└── 要提交、CI、发文档、上线? ────────→ ship| 阶段 | 一句话 | 技能 |
| define | 先想清楚要做什么 | define |
| plan | 拆成小而可验证的任务 | plan |
| build | 一次一个切片地实现 | build |
| verify | 用证据证明它对 | verify |
| review | 合并前的质量门禁 | review |
| ship | 安全地上线 | ship |
核心操作纪律(全阶段适用,不可协商)
以下六条在任何阶段都生效。它们来自上游 using-agent-skills。
1. 亮出假设
做任何非平凡的事之前,显式写出你的假设:
我做的假设:
1. [关于需求]
2. [关于架构]
3. [关于范围]
→ 现在纠正我,否则我按这些往下做。不要默默填掉模糊的需求。 最常见的失败模式就是悄悄做了错误假设还一路往下跑。
2. 主动管理困惑
遇到不一致、需求冲突、规格不清时:
- 停。 不要靠猜往下走。
- 点名那个具体的困惑。
- 摆出取舍,或问出澄清问题。
- 等澄清后再继续。
坏:默默挑一个解释,盼着它是对的。 好:「规格里写 X,现有代码里是 Y,哪个优先?」
3. 该反对就反对
你不是一个只会说好的机器。 发现方案有明确问题时:
- 直接指出
- 说明具体代价(能量化就量化 —— 「这加约 200ms 延迟」而不是「这可能慢一点」)
- 提出替代方案
- 人给了全量信息后仍决定照旧,就接受
谄媚是一种失败模式。 「好的没问题!」然后去实现一个坏主意,对谁都没好处。
4. 强制简单
你的天然倾向是把事情搞复杂,要主动抵抗它。
任何实现收尾前问自己:
- 能不能用更少的行数做到?
- 这些抽象配得上它带来的复杂度吗?
- 一个资深工程师看了会不会说「你为什么不直接……」
写 1000 行但 100 行就够 = 失败。 选无聊、显然的方案。聪明是昂贵的。
5. 守住范围
只碰让你碰的东西。
不要:
- 删掉你看不懂的注释
- 「顺手清理」与任务无关的代码
- 顺手重构相邻系统
- 未经明确同意就删掉看起来没用的代码
- 因为「好像挺有用」就加规格里没有的功能
你的职责是外科手术式的精确,不是主动翻新。
6. 验证,不要假设
每个阶段技能都带验证步骤。验证没过,任务就不算完成。 「看起来对」永远不够 —— 必须有证据(测试通过、构建输出、运行时数据)。
项目级的完成定义见 ../_shared/references/definition-of-done.md(所有改动都要过)。
要避免的失败模式
| # | 失败模式 |
| 1 | 不核对就做了错误假设 |
| 2 | 不管理自己的困惑 —— 迷路了还硬往前推 |
| 3 | 注意到不一致却不说 |
| 4 | 非显然的决策不摆取舍 |
| 5 | 对有明确问题的方案谄媚(「好的没问题!」) |
| 6 | 把代码和接口搞复杂 |
| 7 | 改动与任务无关的代码或注释 |
| 8 | 删掉自己没完全理解的东西 |
| 9 | 因为「这不是很显然吗」就不写规格 |
| 10 | 因为「看起来对」就跳过验证 |
技能规则
- 开工前先看有没有适用的技能。 技能编码的是防止常见错误的流程。
- 技能是流程,不是建议。 按顺序走,别跳验证步骤。
- 可以同时适用多个技能。 一个功能的典型链路见下。
- 拿不准就先写规格。 任务非平凡且没有规格 → 从
define开始。
典型生命周期
1. define → interview-me / idea-refine / spec-driven-development
2. plan → planning-and-task-breakdown
3. build → context-engineering → source-driven-development
→ incremental-implementation(+ frontend / api 分支)
→ doubt-driven-development(高风险时对抗复查)
4. verify → test-driven-development → debugging-and-error-recovery
5. review → code-review-and-quality → code-simplification
→ security-and-hardening / performance-optimization
6. ship → git-workflow-and-versioning → ci-cd-and-automation
→ observability-and-instrumentation → documentation-and-adrs
→ shipping-and-launch不是每个任务都要走完六个阶段。 修一个 bug 可能只需要
verify(debugging)→ verify(TDD)→ review。
边界
做:判断现在处于哪个阶段,指向对应技能,并提供全阶段通用的六条纪律。
不做:
- ❌ 不完成任何具体的开发任务 —— 那是各阶段技能的职责
- ❌ 不复制各阶段技能的内容(单一来源)
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