qa SKILL.md skillA

qa from fishzjp/qa-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add fishzjp/qa-skills/qa@v0.9.0

Pins v0.9.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
fishzjp/qa-skills
Path
skills/qa/SKILL.md
Versions recorded
7
Latest version
v0.9.0, committed Oct 10, 2026
First version recorded
Sep 3, 2026
Size
11,811 bytes
Repository stars
49
License
MIT

End-to-end QA entry: "test this feature fully" orchestrates requirements, strategy, cases, review, execution, bugs, regression, report; resumable. Single-stage tasks use their stage skill. 端到端测试唯一入口:“帮我测试这个需求/功能”时编排需求→策略→用例→审查→执行→Bug 分析→回归→报告,落盘可续跑;单阶段诉求直接用对应阶段 skill。.

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

# QA 编排入口(qa)

把"帮我测试这个需求"翻译成一条**可断点续跑的流水线**。本 skill 是薄编排:**不含任何测试方法与框架知识**(全部在阶段 skill 与 `core/`),不替用户做裁决。

## When to Use

- "帮我测试这个需求 / 功能"、"把这个功能完整过一遍"、"从需求到报告走一遍完整测试"
- 之前的流水线中断了,需要从落盘产物续跑

## When NOT to Use

- 只要单阶段产出 → 对应阶段 skill:需求建模 `requirement-analysis`、测试策略 `test-strategy`、写用例 `test-case-writing`、审查已有用例 `test-case-review`、E2E 执行 `automated-e2e-testing`、API 执行 `api-testing`、探索会话 `exploratory-testing`、Bug 根因 `bug-analysis`、回归范围 `regression-testing`
- 编写/修改某个阶段 skill 自身的方法论 → 不经过本 skill

## 编排会话模型(阶段间上下文隔离)

- **每个阶段运行在独立上下文中**(宿主支持子会话/子代理时):只加载当前阶段 skill 的 SKILL.md + 按需 references + 上一阶段的落盘产物文件;任一时刻活跃指令 ≤ 1–2 个 skill(当前阶段 + 本编排)
- **主会话只持有流水线状态**:阶段清单、各产物文件路径、检查点状态——不加载任何阶段 skill 的领域知识
- **降级路径**:宿主不支持子会话、或用户在单会话内手动走流水线时,退化为**顺序会话 + 落盘文件衔接**——正确性不受影响(状态全在文件里),损失的只是上下文卫生
- **反模式**:单会话内顺序累加加载全部 SKILL.md(9 个 × 数百行指令同时在场)
- **注入式形态的例外**:预注入部署(评测或宿主一次性注入全部指令)下本节隔离机制不存在——此时**靠阶段顺序防串扰**:任一时刻只执行当前阶段的指令,其余在场文件视为未加载;"文件即流水线状态"的原则两形态通用(双形态声明见 `../core/evidence.md` 第 6 节)

## 流水线与落盘产物(文件即流水线状态)

| # | 阶段 | skill | 落盘产物 | 人工检查点 |
|---|------|-------|---------|-----------|
| 0 | (旁路,可选)探索先行 | `exploratory-testing` | `{项目}/探索笔记_{主题}.md` | — |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add fishzjp/qa-skills/qa@sha256:cdfd3b86883c61cd

The line at the top of this page pins the label v0.9.0, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_qznd62jdegwtaqi7.svg)](https://markdownregistry.com/a/art_qznd62jdegwtaqi7)

5 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 7 versions of this file, between Sep 3, 2026 and Oct 10, 2026, about one every 6 days.

versioncommittedcommitsizeaudit
v0.9.0 latest2026-10-10 d4b822e 11,811 BA view · diff
v0.9.02026-09-20 21f92dc 11,779 BA view · diff
v0.8.12026-09-07 5dd8179 11,779 BA view · diff
v0.8.02026-09-07 405281b 11,775 BA view · diff
v0.7.02026-09-07 fbf4036 11,770 BA view · diff
v0.7.02026-09-05 656379f 11,041 BA view · diff
v0.7.02026-09-03 e842af3 10,621 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (11811 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

GitHub

fishzjp/qa-skills · 49 stars · license MIT · pushed 2026-10-21 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_qznd62jdegwtaqi7
GET https://markdownregistry.com/api/v1/resolve?ref=fishzjp/qa-skills/qa
GET https://markdownregistry.com/api/v1/blob/cdfd3b86883c61cd99233d2b439918e78f2c3867e624f3558d8f66910ade8ae8

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.

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