AGENTS.mdA

AGENTS.md from joe-qai/qa-skills is an AGENTS.md file: the standing instructions coding agents read in that repo.

Install it, pinned
mdr add joe-qai/qa-skills/AGENTS.md@git:20260915.bc5a8d6

Pins git:20260915.bc5a8d6 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 14 of 14 checks passed
Kind
AGENTS.md file
Repository
joe-qai/qa-skills
Path
AGENTS.md
Versions recorded
6
Latest version
git:20260915.bc5a8d6, committed Sep 15, 2026
First version recorded
Sep 6, 2026
Size
8,216 bytes
Repository stars
25
License
none declared

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 - Testing Skills Collection

## Project Overview

AI Agent Testing Skills Collection for iFlow CLI. 33 skills for software testing lifecycle.

**Tech Stack**: Python 3.10+, Playwright, pandas, openpyxl, python-docx, pypdf

---

## Skill Inventory (29 Skills)

| Skill | Purpose | Commands/Resources |
|-------|---------|-------------------|
| `doc-requirements-extractor` | Extract requirements from Excel/PDF/PNG/Word/TXT | references/ |
| `dialog-requirements-refiner` | Conversational requirements, EPIC decomposition | references/ |
| `requirements-orchestrator` | Full requirements orchestration (Agent dispatch) | — |
| `testcase-planner` | Test planning (ITEM/POINT hierarchy) | parse_plan.py |
| `testcase-generator` | Generate test cases (Markdown/Excel/XMind) | validate.py, to_excel.py |
| `doc-based-testcase-generator` | Generate cases from PRD/interface docs | — |
| `test-effort-estimator` | Test effort estimation + Excel report | generate_excel.py |
| `webapp-testing` | Playwright-based web testing | with_server.py |
| `agent-browser` | Browser automation CLI | npx agent-browser |
| `lanhu-design` | Lanhu/Axure prototype analysis | MCP Server |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add joe-qai/qa-skills/AGENTS.md@sha256:74e729a3db8380d6

The line at the top of this page pins the label git:20260915.bc5a8d6, 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_566eewg6zruc2i3q.svg)](https://markdownregistry.com/a/art_566eewg6zruc2i3q)

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

Versions

The registry has recorded 6 versions of this file, between Sep 6, 2026 and Sep 15, 2026, about one every 2 days.

versioncommittedcommitsizeaudit
git:20260915.bc5a8d6 latest2026-09-15 bc5a8d6 8,216 BA view · diff
git:20260907.d9bc4672026-09-07 d9bc467 7,869 BA view · diff
git:20260907.af8ce9d2026-09-07 af8ce9d 7,869 BA view · diff
git:20260906.d616bee2026-09-06 d616bee 7,261 BA view · diff
git:20260906.4c1d9972026-09-06 4c1d997 6,908 BA view · diff
git:20260906.648c4b02026-09-06 648c4b0 6,578 BA view

Audit of the latest version

A  14 of 14 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Size between 200 bytes and 200 KB (8216 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

joe-qai/qa-skills · 25 stars · license none declared · pushed 2026-09-29 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_566eewg6zruc2i3q
GET https://markdownregistry.com/api/v1/resolve?ref=joe-qai/qa-skills/AGENTS.md
GET https://markdownregistry.com/api/v1/blob/74e729a3db8380d61f7c250103403d5c37a284eb08c3420770854a294a973c48

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 joe-qai/qa-skills

CLAUDE.md CLAUDE.md file
joe-qai/qa-skills · CLAUDE.md
git:20260915.bc5a8d6 · audit B · 25 stars
agent-browser SKILL.md skill
joe-qai/qa-skills · agent-browser/SKILL.md · Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages…
git:20260325.34f3a7e · audit A · 25 stars
ai-agent-testing SKILL.md skill
joe-qai/qa-skills · ai-agent-testing/SKILL.md · Use this skill when you need to generate a concrete test suite for AI agent behavior, planning, tool usage, memory, and…
git:20260915.bc5a8d6 · audit A · 25 stars
browser-use SKILL.md skill
joe-qai/qa-skills · browser-use/SKILL.md · Direct browser control via CDP for web interaction: automation, scraping, testing, screenshots, and site/app work.
git:20260906.d616bee · audit A · 25 stars
capacity-planning-analysis SKILL.md skill
joe-qai/qa-skills · capacity-planning-analysis/SKILL.md · Use this skill when you need to produce a structured capacity planning report with load models, headroom analysis…
git:20260915.bc5a8d6 · audit A · 25 stars
darwin-skill SKILL.md skill
joe-qai/qa-skills · darwin-skill/SKILL.md · Darwin Skill (达尔文.skill): autonomous skill optimizer inspired by Karpathy's autoresearch. Evaluates SKILL.md files…
git:20260904.004eda6 · audit A · 25 stars
dev-environment-setup SKILL.md skill
joe-qai/qa-skills · dev-environment-setup/SKILL.md · 全栈开发环境配置器。用于检测、选择、安装各类开发运行时与性能测试工具,并为新项目生成脚手架代码。当用户提到"创建开发环境"、"初始化项目"、"设置开发栈"、"安装…
git:20260904.004eda6 · audit A · 25 stars
dialog-requirements-refiner SKILL.md skill
joe-qai/qa-skills · dialog-requirements-refiner/SKILL.md · 专业需求分析师,通过多轮对话将简短想法转化为详细需求文档。使用此技能当用户需要:(1) 分析和记录需求,(2) 将 EPIC 分解为需求和用户故事,(3) 对多个需求进行优先级排序,(4) 识别利益相关者和依赖关系,(5)…
git:20260915.bc5a8d6 · audit A · 25 stars
doc-based-testcase-generator SKILL.md skill
joe-qai/qa-skills · doc-based-testcase-generator/SKILL.md · 基于需求文档、PRD 或接口文档自动生成结构化测试用例文档。默认采用通用测试用例设计策略(正向、反向、边界值、等价类等);当用户提到参考 Excel/Word 模板时从 assets 加载模板,提到接口/性能/功能等专用标准时从…
git:20260915.bc5a8d6 · audit A · 25 stars
doc-coauthoring SKILL.md skill
joe-qai/qa-skills · doc-coauthoring/SKILL.md · Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation…
git:20260515.0de2506 · audit A · 25 stars
doc-requirements-extractor SKILL.md skill
joe-qai/qa-skills · doc-requirements-extractor/SKILL.md · 专业需求分析专家。当用户需要从Excel、PNG图片、TXT、PDF、Word等文档中提取需求时,必须使用本技能。擅长识别功能需求、非功能需求、业务规则、约束条件,输出包含需求依赖关系图和待确认问题清单的结构化文档。触发场景:分析需求、整理…
git:20260915.bc5a8d6 · audit A · 25 stars
environment-cleanup SKILL.md skill
joe-qai/qa-skills · environment-cleanup/SKILL.md · 系统环境整理与磁盘清理。预检磁盘空间→备份环境变量→扫描软件→评估风险→逐项授权迁移→验证→决定是否删除备份→输出 HTML 报告。触发词:整理环境、清理环境、迁移环境、环境整理、磁盘清理、软件迁移。
v1.1.0 · audit A · 25 stars

Every file in joe-qai/qa-skills

Other files named AGENTS.md

AGENTS.md AGENTS.md file
morluto/rea · AGENTS.md
git:20261015.0e1f0bf · audit A · 352,890 stars
AGENTS.md AGENTS.md file
obra/superpowers · AGENTS.md
git:20260919.5bf4e78 · audit A · 302,424 stars
AGENTS.md AGENTS.md file
affaan-m/ecc · AGENTS.md
git:20261011.412347a · audit A · 284,510 stars
AGENTS.md AGENTS.md file
firecrawl/firecrawl · AGENTS.md
git:20261008.5a75dca · audit A · 193,096 stars
AGENTS.md AGENTS.md file
dietrichgebert/ponytail · AGENTS.md
git:20261008.2a1fe84 · audit A · 170,980 stars
AGENTS.md AGENTS.md file
garrytan/gstack · AGENTS.md
git:20261011.5d64745 · audit A · 136,966 stars
AGENTS.md AGENTS.md file
graphify-labs/graphify · AGENTS.md
git:20260926.98d73fe · audit A · 129,649 stars
AGENTS.md AGENTS.md file
juliusbrussee/caveman · AGENTS.md
git:20260902.d9faebc · audit A · 113,780 stars

Browse by kind, by grade A, or by owner.