doc-requirements-extractor SKILL.md skillA
doc-requirements-extractor 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/doc-requirements-extractor@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
doc-requirements-extractor/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260915.bc5a8d6, committed Sep 15, 2026
- Size
- 9,700 bytes
- Repository stars
- 27
- License
- none declared
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、整理需求、提取需求、需求文档、PRD分析、功能清单整理、原型图需求提取。.
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
# 需求分析技能 ## 一、何时触发本 Skill 当用户出现类似表述时**必须**使用本 Skill： - 「请分析这份需求文档」 - 「帮我整理一下这个Excel中的需求」 - 「从这张图片中提取需求信息」 - 「分析这个PDF文档的需求」 - 「看看这个TXT文件里有什么需求」 - 「整理一下这份Word文档的需求」 - 「帮我提取PRD中的功能点」 - 「分析这个原型图的需求」 - 「整理功能清单」 **重要**：只要用户提到需求分析、需求提取、PRD整理等场景，必须触发本技能。 --- ## 二、输入处理与文档理解 ### 2.1 文档类型识别与处理方法 | 文档类型 | 处理方法 | 分析要点 | |---------|---------|---------| | Excel (.xls, .xlsx) | pandas读取 | 表格结构、功能清单、业务规则、多sheet | | PNG/JPG (.png, .jpg, .jpeg) | 图像识别工具 | UI元素、字段信息、交互流程、错误提示 | | TXT (.txt) | 直接读取 | 功能描述、业务流程、用户角色 | | PDF (.pdf) | PDF提取工具 | 章节结构、计算公式、业务规则 | | Word (.docx) | python-docx | 文档结构、业务背景、系统边界 | ### 2.2 信息提取策略 **功能需求提取**：识别动词(创建/修改/删除/查询/导出)、触发条件、优先级(P0/P1/P2) **非功能需求提取**：性能(响应时间/并发)、安全(权限/加密)、可用性、易用性、兼容性 **业务规则提取**：规则性描述、条件判断逻辑、数据校验规则、状态流转规则 - 约束规则：限制某种行为（如：密码必须包含XX） - 计算规则：定义数据如何转换（如：折扣 = 原价 × 0.8） - 状态规则：定义状态如何流转（如：订单超时 → 自动取消） - 权限规则：定义谁能做什么（如：只有管理员能删除用户） **约束条件提取**：技术约束、业务约束、用户体验约束 **依赖关系识别**：功能依赖、数据依赖、系统依赖 **异常与边界提取**：异常场景、边界值、错误处理 --- ### 3.1 references 与模板协同 - 本技能：请参考 `references/PROMPTS.md` 获取详细提示词 - 输出格式要求：请参考 `references/format-standard.md` - 需求分析理论：请参考 `references/theory.md` ## 三、输出格式要求 生成的需求分析文档**必须**遵循以下标准模板格式，包含所有章节，不得跳过。如原始信息未覆盖某章节，请标注"[待确认]"，不得留空。 …
Read the whole file at its exact version.
How to install
mdr add joe-qai/qa-skills/doc-requirements-extractor@sha256:d20f1a29de38a887The 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_sba7q6kaienj5an5)
4 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 (9700 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 · 27 stars · license none declared · pushed 2026-09-29 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_sba7q6kaienj5an5 GET https://markdownregistry.com/api/v1/resolve?ref=joe-qai/qa-skills/doc-requirements-extractor GET https://markdownregistry.com/api/v1/blob/d20f1a29de38a887a54a4fa6ebc942c39537cbfa6cda9e85176f6fff1b0feb1b
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.