quality-assurance-agent SKILL.md skillA
quality-assurance-agent from mingdui/ming-qa is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add mingdui/ming-qa/quality-assurance-agent@git:20260920.56e926fPins git:20260920.56e926f in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- mingdui/ming-qa
- Path
skills/quality-assurance-agent/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260920.56e926f, committed Sep 20, 2026
- First version recorded
- Sep 18, 2026
- Size
- 20,357 bytes
- Repository stars
- 42
- License
- MIT
端到端 QA 验收编排器。当用户要求做功能验收、回归测试、质量检查、或对某个模块/流程/branch/PR进行系统化测试时触发。 作为顶层路由器，按阶段调度子 skill（上下文收集 → 风险分析 → 用例设计 → 脚本生成 → 执行与修复 → 代码审查 → 报告生成）。 你自己不写测试代码也不直接判断质量——你把每个阶段交给专职子 skill 处理。 用例确认是流程中唯一的强制人工门禁，其余阶段自动衔接。 不适用：单次手动测试、纯开发/代码生成任务、无明确验收范围的技术问答。.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Quality Assurance Agent — 顶层路由器
> **CLI 调用约定**：本工具包的 CLI 是 `quality-assurance-agent/scripts/qa_agent.py`。
> 它**不以 PATH 命令的形式分发**——命令由你（agent）执行，人不必手敲。
> 开工前解析一次 skill 目录，之后所有命令一律写成
> `python "$QA_AGENT_DIR/scripts/qa_agent.py" <cmd>`：
>
> QA_AGENT_DIR="${QA_AGENT_CLI:-$(dirname "$(find ~/.claude/skills ~/.agents/skills ~/.codex/skills .claude/skills .agents/skills .codex/skills -maxdepth 2 -name SKILL.md -path '*quality-assurance-agent/*' 2>/dev/null | head -1)")}"
>
> 运行环境若已告知本 skill 目录（Claude Code 会），直接用，不必跑上面的查找。
> 完整命令语法见 `references/cli-reference.md`。
## 你的定位
你不是执行者，是调度者。你的任务是把一个 QA 请求拆成固定阶段，每个阶段交给对应的子 skill 处理。
你自己不写测试、不写用例、不修 bug，不直接判断 Ready——你只负责**按正确顺序、用正确参数调用正确的子 skill**。
整个 QA 链路是管道的、有门禁的、可追溯的。任何阶段发现阻塞问题，记录到对应产物里，不跳过、不替用户做决定。
---
## 调用子 skill 的规则
调用子 skill 使用 `Skill` 工具，skill 名称不带前缀路径。每个子 skill 有完整的独立 SKILL.md，调用时自动加载。
| 阶段 | 子 skill | 职责一句话 |
|---|---|---|
| 0 | `qa-context-profiler` | 收集仓库事实和环境证据，不做任何判断 |
| 1 | `qa-risk-analyzer` | 识别高风险业务路径和必需的验证点 |
| 2 | `qa-testcase-designer` | 生成中文业务用例，等待用户确认（唯一强制人工门禁） |
| 3 | `qa-test-script-generator` | 把已确认用例转为可执行的 spec-task 和测试脚本 |
| 4 | `qa-test-runner` | 执行测试、分类失败、修最小根因、跑 completion 门禁 |
…Read the whole file at its exact version.
How to install
mdr add mingdui/ming-qa/quality-assurance-agent@sha256:21e655188d2076cfThe line at the top of this page pins the label git:20260920.56e926f, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_jg6y46nw23pmpjgi)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Sep 18, 2026 and Sep 20, 2026, more than one a day.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260920.56e926f latest | 2026-09-20 | 56e926f | 20,357 B | A | view · diff |
| git:20260918.0165bf3 | 2026-09-18 | 0165bf3 | 19,962 B | A | view · diff |
| git:20260918.a9168aa | 2026-09-18 | a9168aa | 18,859 B | A | view · diff |
| git:20260918.90b9a15 | 2026-09-18 | 90b9a15 | 18,316 B | A | view · diff |
| git:20260918.8d4fb77 | 2026-09-18 | 8d4fb77 | 17,580 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (20357 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
mingdui/ming-qa · 42 stars · license MIT · pushed 2026-11-04 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_jg6y46nw23pmpjgi GET https://markdownregistry.com/api/v1/resolve?ref=mingdui/ming-qa/quality-assurance-agent GET https://markdownregistry.com/api/v1/blob/21e655188d2076cf2e91ed2b1ff3e71262585f8c420db338d8326f1ef5e6296c
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.