AGENTS.mdA
AGENTS.md from fishzjp/qa-skills is an AGENTS.md file: the standing instructions coding agents read in that repo.
mdr add fishzjp/qa-skills/AGENTS.md@git:20260907.afaa7aaPins git:20260907.afaa7aa in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 14 of 14 checks passed
- Kind
- AGENTS.md file
- Repository
- fishzjp/qa-skills
- Path
AGENTS.md- Versions recorded
- 5
- Latest version
- git:20260907.afaa7aa, committed Sep 7, 2026
- First version recorded
- Aug 27, 2026
- Size
- 4,229 bytes
- Repository stars
- 49
- License
- MIT
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
# AGENTS.md — qa-skills 项目指令 > 本文件是**维护者的迭代 SOP**。"评测三轨道"及各处 `eval/` 引用描述的是本地维护的评测链路 > （2026-08-22 起不随公开仓库分发，公开仓库只含 skills 产品内容）；公开侧证据链为按里程碑 > 随 Release 附带的增益矩阵快照。 ## 使命（所有工作的对齐点） 安装 qa-skills 之后，对**任何 agent、任何模型**，在软件测试领域带来**质的提升**。 一切决策——改 skill、建评测、扩任务、发版本——的优先级判断都以这一句话为锚。 总目标章程（"测试领域最强"的判定记分牌、审查-对比常设回路、达成判据）见本地 `docs/GOAL.md`（规划文件，不入库）；本季度执行方案 = 补强方案 v1.2（Phase 0–4）， 为章程记分牌的季度执行切片。 ## 战略路径：迭代飞轮 skill bench 是驱动 qa-skills 迭代的手段，不是目的。标准回路： > 跑 bench → 失败模式归类、定位 skill 短板 → 修改 skill → 复验（评测-修复闭环） bench 的产出是"改哪里"，不是总分。聚合数字（如覆盖 +8.7pp）用于发布，不用于指导迭代； 指导迭代的是逐 GT 点的失败明细及其归类（澄清缺失 / 边界遗漏 / 状态遗漏 / 断言强度不足 → 映射到 skill 的具体环节）。 ## 北极星指标 **跨模型 × 跨宿主的 On/Off 增益下限（min，不是均值）。** - 弱模型段位：追求可执行性、真实执行通过率等**类别性质变**（0.2→0.98 型） - 强模型段位：覆盖增益趋零后，价值在流程纪律与系统行为（复审拦截、回归编排、接口一致） - 对单一模型（当前 glm-5.2）迭代出的提升若不能跨模型复现，视为**过拟合而非进步** ## 评测三轨道（eval/） 1. **模型矩阵（常设回归）**：标准回路固定 2–3 个段位的便宜模型（flash 级 + 中档）， 强模型按里程碑跑。skill 修改的合入门槛之一：**最弱模型上的增益不回退**。 2. **in-situ 轨道**：真实宿主会话中量三个数——触发正确率、装载文件集合、产出质量。 这是"任何 agent"的关键证据（注入式评测只证明内容值得装，不证明装了会生效）。 3. **注入式轨道（现有 harness）**：内容质量哨兵，原样保留。 ## 迭代纪律 - **只有类别性 / 大效应信号才触发 skill 变更**；+2pp 级差异一律视为采样噪声 （n=3 的采样方差与单次普通修改的效应同量级，见澄清任务跨轮方向翻转案例）。 …
Read the whole file at its exact version.
How to install
mdr add fishzjp/qa-skills/AGENTS.md@sha256:a1fa990f54e762eeThe line at the top of this page pins the label git:20260907.afaa7aa, 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_2tayof7ihlwfszio)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Aug 27, 2026 and Sep 7, 2026, about one every 3 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260907.afaa7aa latest | 2026-09-07 | afaa7aa | 4,229 B | A | view · diff |
| git:20260907.fbf4036 | 2026-09-07 | fbf4036 | 3,964 B | A | view · diff |
| git:20260907.2a64300 | 2026-09-07 | 2a64300 | 3,795 B | A | view · diff |
| git:20260901.6590477 | 2026-09-01 | 6590477 | 3,200 B | A | view · diff |
| git:20260827.83b00e0 | 2026-08-27 | 83b00e0 | 3,131 B | A | view |
Audit of the latest version
- pass: Size between 200 bytes and 200 KB (4229 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
fishzjp/qa-skills · 49 stars · license MIT · pushed 2026-10-21 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_2tayof7ihlwfszio GET https://markdownregistry.com/api/v1/resolve?ref=fishzjp/qa-skills/AGENTS.md GET https://markdownregistry.com/api/v1/blob/a1fa990f54e762eea3ebd0ea14ee3be2913e8d145bf1e0e2bf12b69bc5c8d1be
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: how to write a good AGENTS.md · AGENTS.md vs CLAUDE.md · which agent file does what.
More from fishzjp/qa-skills
Every file in fishzjp/qa-skills