MCP Server Builder
anthropics/skills
Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.
大项目模块间联动回归——一份 REGRESSION.md 回归台账登记"每个模块的下游消费者 + 可执行的回归验收命令",每次改动后照台账跑回归审计,防"改一个模块悄悄弄坏其他模块"。判决靠退出码,不靠 AI 看着没问题。中文触发:模块回归、回归台账、回归审计、改A坏B、模块联动检查、影响面检查、模块牵连、下游验证、大项目改动检查。English triggers: module…
$ npx skills add qshanx/docs-governance --skill module-regression -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install qshanx/docs-governance module-regression --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/qshanx/docs-governance.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/module-regression .claude/skills/module-regression && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "module-regression" agent skill from https://github.com/qshanx/docs-governance/tree/main/skills/module-regression into .claude/skills/module-regression/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "module-regression", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/qshanx/docs-governance/tree/main/skills/module-regressionType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add qshanx/docs-governance --skill module-regression -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install qshanx/docs-governance module-regression --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/qshanx/docs-governance.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/module-regression .agents/skills/module-regression && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "module-regression" agent skill from https://github.com/qshanx/docs-governance/tree/main/skills/module-regression into .agents/skills/module-regression/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "module-regression", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add qshanx/docs-governance --skill module-regression -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install qshanx/docs-governance module-regression --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/qshanx/docs-governance.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/module-regression .cursor/skills/module-regression && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "module-regression" agent skill from https://github.com/qshanx/docs-governance/tree/main/skills/module-regression into .cursor/skills/module-regression/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "module-regression", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/qshanx/docs-governance.git --path skills/module-regression--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add qshanx/docs-governance --skill module-regression -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install qshanx/docs-governance module-regression --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/qshanx/docs-governance.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/module-regression .gemini/skills/module-regression && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "module-regression" agent skill from https://github.com/qshanx/docs-governance/tree/main/skills/module-regression into .gemini/skills/module-regression/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "module-regression", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install qshanx/docs-governance module-regressionInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add qshanx/docs-governance --skill module-regression -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/qshanx/docs-governance.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/module-regression .github/skills/module-regression && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "module-regression" agent skill from https://github.com/qshanx/docs-governance/tree/main/skills/module-regression into .github/skills/module-regression/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "module-regression", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add qshanx/docs-governance --skill module-regression -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install qshanx/docs-governance module-regression --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/qshanx/docs-governance.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/module-regression .opencode/skills/module-regression && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "module-regression" agent skill from https://github.com/qshanx/docs-governance/tree/main/skills/module-regression into .opencode/skills/module-regression/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "module-regression", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
module-regression大项目模块间联动回归——一份 REGRESSION.md 回归台账登记"每个模块的下游消费者 + 可执行的回归验收命令",每次改动后照台账跑回归审计,防"改一个模块悄悄弄坏其他模块"。判决靠退出码,不靠 AI 看着没问题。中文触发:模块回归、回归台账、回归审计、改A坏B、模块联动检查、影响面检查、模块牵连、下游验证、大项目改动检查。English triggers: module…
Module Regression is an agent skill from qshanx/docs-governance. 大项目模块间联动回归——一份 REGRESSION.md 回归台账登记"每个模块的下游消费者 + 可执行的回归验收命令",每次改动后照台账跑回归审计,防"改一个模块悄悄弄坏其他模块"。判决靠退出码,不靠 AI 看着没问题。中文触发:模块回归、回归台账、回归审计、改A坏B、模块联动检查、影响面检查、模块牵连、下游验证、大项目改动检查。English triggers: module regression, regression ledger, impact regression audit, downstream verification.
Its SKILL.md is about 810 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Agent Workflows. The repository describes itself as: Claude Code、Codex 与 ChatGPT 的文档驱动开发治理插件:防文档腐烂、维护上下文与决策、契约协作、测试与回归证据。 The licence is MIT.
3 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 520696e. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
gitFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use git, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Module Regression loads about 811 tokens when it runs. Until then it costs about 73 tokens; SKILL.md has 192 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from qshanx/docs-governance at commit 520696e, republished under its MIT licence (© qshanx). 192 words, ~811 tokens.
.claude/skills/module-regression/SKILL.md (or your agent's skills folder).大项目里模块互相引用。改模块 A 时,AI 和人都只盯着 A 本身对不对,下游的 B、C 被悄悄改坏了没人知道——直到几天后 B 的产出数字对不上才发现。这是 AI 协作大项目里最高发、最晚爆雷的事故。
解法:一份回归台账(REGRESSION.md)+ 一个照单审计动作——改完任何模块,按台账把受牵连的下游全部验一遍,全绿才算改完。
## 模块 03-店铺数据清洗
下游(谁依赖我):05-汇总、07-成品导出 <!-- 脚本从 import 生成,勿手改 -->
回归验收命令:pytest tests/test_03.py && python scripts/对账.py --module 03
联动规则:改我的对外行为 → 必须跑 05、07 的验收命令;只改内部实现且本模块验收绿 → 可豁免下游REGRESSION.md 不再维护业务规则和测试缺口。它只引用 TESTS.md 中稳定的 TEST-ID:
关联测试点:TEST-ORDER-001、TEST-REFUND-003test-collaboration skill 和 TESTS.md 管理。REGRESSION.md 管理。/regression-audit 只按回归台账执行命令和报告退出码,不重复审查测试必要性。docs/,从 CLAUDE.md 挂指路牌(否则成孤儿文档没人读必烂)。Claude Code 可通过 /regression-audit 调用 regression-auditor;Codex / ChatGPT 直接调用 $module-regression,由当前 agent 承担同一“只跑、只报、不修”职责。宿主不同不改变退出码终审和红着不交付的边界。
git status -s / git diff --name-only,对照台账定位改的是哪个(些)模块。TESTS.md 新增或关联 TEST-ID,写清回归测试 / lint / schema 校验落在哪;确实只能人工验收时写明理由、步骤和证据。只改代码不登记保护证据 = 没修完。| 方法 | 管什么 | 文档 | 验证时机 |
|---|---|---|---|
| contract-first | 跨端接口(前后端 / 服务间字段契约) | CONTRACT.md | 集成对账 |
| test-collaboration | 测试资产、必要测试点、Bug 回归保护和证据 | TESTS.md | 需求/Bug/测试变化与交付前 |
| module-regression | 同一代码库内模块间行为回归 | REGRESSION.md(下游 + 验收命令 + TEST-ID 引用) | 每次相关改动后 |
templates/REGRESSION.example.md,从项目 CLAUDE 挂入口。报告模块、命令、退出码、结论和未跑项;用户确认真实验收命令后再审计。© qshanx, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in skills/module-regression of qshanx/docs-governance.
Open the folder on GitHubat commit 520696e
Module Regression next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Module Regression this skillqshanx/docs-governance | 132 | — | ~811 | Automated safety check: Pass | MIT | |
| MCP Server Builderanthropics/skills | 180k | 64 repos | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| Hook Development for Claude Code Pluginsanthropics/claude-plugins-official | 38k | 11 repos | ~4.1k | Automated safety check: Notes | Apache-2.0 | |
| Using Superpowersfarm-fe/farm | 5.6k | 35 repos | ~1.4k | Automated safety check: Pass | MIT | |
| Executing Plans Inlineobra/superpowers | 296k | 2 repos | ~5.1k | Automated safety check: Pass | MIT | |
| Claude Code Agent Developmentanthropics/claude-plugins-official | 38k | 8 repos | ~2.8k | Automated safety check: Pass | Apache-2.0 |
anthropics/skills
Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.
anthropics/claude-plugins-official
Explains how to write Claude Code plugin hooks, both prompt-based checks and bash commands, for events such as PreToolUse, Stop and SessionStart.
farm-fe/farm
A skill your agent uses when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions
obra/superpowers
Has the agent carry out an implementation plan itself, task by task in the current session, keeping a ledger, proving each step with a test and ending with one whole-branch review.
anthropics/claude-plugins-official
Explains how to write agents for Claude Code plugins: the markdown file with YAML frontmatter, trigger descriptions, model and color settings, and system prompt design.
Azure/azqr
Create new skills, modify and improve existing skills, and measure skill performance.
qshanx/docs-governance
根据项目事实与已确认讨论生成、精简或审查 AGENTS.md / CLAUDE.md,明确共享规则主文件、可执行约束、PRD / Spec 读取路标和验证入口。用于项目入口只有空模板、规范含糊、双入口冲突或需要设置 Agent 项目说明时。English triggers: AGENTS.md, CLAUDE.md, project instructions, agent entrypoint…
qshanx/docs-governance
分前端/后端(或多个服务)多端开发的项目,用 CONTRACT.md 指向的唯一机器契约,各端只照它各做各的,防止字段漂移导致集成时白屏。支持单会话多 agent 和多终端各自跑两种模式。只要项目有前后端/多服务、接口字段老对不上、各端联调卡住、某端改了字段忘了通知别人、或前端为渲染一个页面要调一堆接口拼数据,就用这个…
qshanx/docs-governance
作为面向长期 AI 协作项目的知识、决策与验证治理总入口,把优秀 Agent 的一次性工作沉淀为可继承、可验证、可持续演进的项目集体能力;根据用户意图把任务路由到活文档、领域上下文与 ADR、变更影响、接口契约、测试资产、模块回归或闭环设计能力,并在大型变更中组织正确顺序。用于用户只说“文档治理”“项目治理”“帮我整理项目知识”“改完怎么收尾”而未指定具体…
qshanx/docs-governance
把长期项目的文档当成一个小系统来维护,防止文档腐烂——四份各司其职的脊柱文件(CLAUDE.md 共享章程 / CLAUDEMAP.md 地图 / PROJECTSTATUS.md 健康仪表盘 / PROJECTLOG.md 流水账)+ Codex 的 AGENTS.md 入口桥接 + 固定读序,并按需连接 ARCHITECTURE、CONTEXT、ADR、契约、测试、回归和 Issue…
qshanx/docs-governance
把一个任务"写成"一个目标导向的 loop,并"检查"这个 loop 写得对不对、会不会跑飞——防止空转烧钱 / Goodhart 作弊 / 把错的干到底。两个动作:① 写 loop(先做减法判该不该建 → 定可判定目标 → 选回路类型 → 选骨架)② 体检 loop(过五个崩法 + 可判定性 + 边界 + 降级 + judge 独立 + 判断留人红线)。中文触发:写 loop、设计…
qshanx/docs-governance
在 docs 下建立或维护产品管理入口,登记材料来源,统一需求编号、状态与修订,连接需求池、单需求、版本及验收复盘,并只读审查需求演变是否可追溯。用于产品文档管理员、PRD 版本混乱、产品进展难以理解、已确认决定未回写或需要产品文档审查时。English triggers: product documentation manager, product evolution, PRD…
Categories
大项目模块间联动回归——一份 REGRESSION.md 回归台账登记"每个模块的下游消费者 + 可执行的回归验收命令",每次改动后照台账跑回归审计,防"改一个模块悄悄弄坏其他模块"。判决靠退出码,不靠 AI 看着没问题。中文触发:模块回归、回归台账、回归审计、改A坏B、模块联动检查、影响面检查、模块牵连、下游验证、大项目改动检查。English triggers: module…. Module Regression is an agent skill from qshanx/docs-governance.md 回归台账登记"每个模块的下游消费者 + 可执行的回归验收命令",每次改动后照台账跑回归审计,防"改一个模块悄悄弄坏其他模块"。判决靠退出码,不靠 AI 看着没问题。中文触发:模块回归、回归台账、回归审计、改A坏B、模块联动检查、影响面检查、模块牵连、下游验证、大项目改动检查。English triggers: module regression, regression ledger, impact regression audit, downstream verification.
Module Regression fits situations like: agent Workflows work in your project.
Run `npx skills add qshanx/docs-governance --skill module-regression -a claude-code`. Or copy the skill folder (skills/module-regression in qshanx/docs-governance) into .claude/skills/module-regression in your project. Claude Code loads it when a task matches its description.
Run `npx skills add qshanx/docs-governance --skill module-regression -a codex`. Or copy the skill folder (skills/module-regression in qshanx/docs-governance) into .agents/skills/module-regression in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add qshanx/docs-governance --skill module-regression -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/module-regression, .gemini/skills/module-regression, .github/skills/module-regression and .opencode/skills/module-regression in your project.
Going by SKILL.md and its folder, Module Regression needs the command-line tools its instructions call (git). Our summary lists: Python 3.
SKILL.md contains no URLs. Its commands use git, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Module Regression is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 811 tokens (SKILL.md is roughly 3.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Module Regression: MCP Server Builder (anthropics/skills, 180k stars), Hook Development for Claude Code Plugins (anthropics/claude-plugins-official, 38k stars), Using Superpowers (farm-fe/farm, 5.6k stars) and Executing Plans Inline (obra/superpowers, 296k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
qshanx (a GitHub user) maintains it in qshanx/docs-governance, which has 132 GitHub stars. The repository holds 10 skills in this directory. The repository was last updated on October 5, 2026.
Source: qshanx/docs-governance on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.