requirements-orchestrator SKILL.md skillA
requirements-orchestrator from joe-qai/qa-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add joe-qai/qa-skills/requirements-orchestrator@git:20260915.bc5a8d6Pins git:20260915.bc5a8d6 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- joe-qai/qa-skills
- Path
requirements-orchestrator/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260915.bc5a8d6, committed Sep 15, 2026
- Size
- 3,971 bytes
- Repository stars
- 30
- License
- none declared
需求分析全流程编排。根据输入类型自动调度 Agent 获取数据，输出结构化需求报告和开发任务清单。 触发场景： - 收到 Axure 原型截图需要分析需求 - 需要将产品需求转化为开发任务 - 云效任务需要拆解为开发步骤 - 需求评审前需要结构化分析 触发词：分析需求、需求分析、原型分析、需求拆解、分析原型图.
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
# 需求分析全流程
## 核心原则
**先判断复杂度，简单需求直接分析，复杂需求走 Agent 编排。分析完成后推荐开发流程。**
## 步骤 0：复杂度判断（必须先做）
```
用户提供需求线索
│
├─ 简单需求？ ──→ 快速路径（直接分析输出任务清单）
│ - 纯文字描述，功能明确
│ - 单表 CRUD，无需看原型图
│ - 用户已给出完整字段列表
│
└─ 复杂需求？ ──→ Agent 路径（启动 doc-requirements-extractor）
- 提供了 Axure 原型截图
- 提供了云效任务编号
- 多页面/多模块联动
- 业务流程复杂，需要状态流转设计
```
## 快速路径（简单需求）
```
理解需求 → 设计表结构 → 列出接口清单 → 输出任务清单 → 推荐 /crud 或 /dev
```
不启动 Agent，直接在主对话中完成。输出格式参考下方"输出规范"。
## Agent 路径（复杂需求）
```
步骤 1：收集信息（从用户消息中提取）
- Axure 原型截图路径
- 云效任务编号
- 需求描述文字
- 关联模块信息
步骤 2：启动 doc-requirements-extractor Agent
└── doc-requirements-extractor(Opus) 内部自动编排：
├── image-reader(Haiku) × N张 → 提取原型图结构（有截图时）
├── task-fetcher(Haiku) → 获取云效任务详情（有任务号时）
└── 汇总分析 → 输出需求报告 + 任务清单
步骤 3：Opus 主会话接收报告 → 推荐开发流程
```
## Agent 启动规则
### 按信息量决定启动方式
| 用户提供的信息 | 启动方式 |
|---------------|---------|
| 只有文字描述 | 快速路径（不启动 Agent） |
| 文字 + 原型截图 | doc-requirements-extractor → 内部调 image-reader |
| 文字 + 云效任务号 | doc-requirements-extractor → 内部调 task-fetcher |
| 原型截图 + 云效任务号 | doc-requirements-extractor → 内部并行调 image-reader + task-fetcher |
### 启动示例
```
# 有原型截图
Agent(subagent_type="doc-requirements-extractor",
…Read the whole file at its exact version.
How to install
mdr add joe-qai/qa-skills/requirements-orchestrator@sha256:299c33b785d50ebeThe 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.
[](https://markdownregistry.com/a/art_iwfixqm6276prua3)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 15, 2026.
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 (3971 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
joe-qai/qa-skills · 30 stars · license none declared · pushed 2026-09-29 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_iwfixqm6276prua3 GET https://markdownregistry.com/api/v1/resolve?ref=joe-qai/qa-skills/requirements-orchestrator GET https://markdownregistry.com/api/v1/blob/299c33b785d50ebeba56e36023f498e7884c7c0ce8a093be032efbb0d33c3260
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.