methods-map SKILL.md skillA
methods-map from qiaomiaojoe/ai-academic-workflow is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add qiaomiaojoe/ai-academic-workflow/methods-map@git:20261024.9392fe3Pins git:20261024.9392fe3 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- qiaomiaojoe/ai-academic-workflow
- Path
skills/methods-map/SKILL.md- Versions recorded
- 5
- Latest version
- git:20261024.9392fe3, committed Oct 24, 2026
- First version recorded
- Jul 17, 2026
- Size
- 5,176 bytes
- Repository stars
- 10
- License
- a license file GitHub does not identify
方法地图（乔淼PhD · AI学术训练营 · AI学术工作流 · 研究设计步骤）。map-reduce 逐篇扫描一批文献的方法论（9 字段：研究类型/设计/收集/样本/抽样/分析/度量层级/RQ链接）→ 汇总成方法地图（分布/组合频率/RQ-方法映射/趋势与方法 gap）+ 内嵌 methodology_plugin YAML + 基于地图给 2-3 个研究设计方案对照表供选 + 可视化 HTML。Trigger on："帮我做方法地图"、"扫一下这批文献都用什么方法"、"methods map"、"给我 2-3 个研究设计方案"、"survey the methodology of my literature"。.
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
# Methods Map · 方法地图 + 研究设计方案 扫描文献语料的方法论，产出方法地图与 2-3 个研究设计方案，**末尾停下等用户选方案**（初稿由 `methodology-draft` 承接）。 ## 调用约定（独立运行） - 输入：① RQ / 研究问题描述（用户给 / `选题.md`）② 学科/领域 ③ 文献语料（Zotero 集合 / 本地 PDF 文件夹 / 文献清单，三选一；读全文默认本地 PDF，也可走 Zotero MCP；**读全文先找转好的文字稿**：项目里有 `文献/全文/<和 PDF 同名>.md`（POPPER 的 MinerU 工具把 PDF 转成的文字稿，第一行是 `<!-- POPPER · MinerU：源文件 … -->`）就读它、不再读 PDF：每页开头有一行 `<!-- 第 N 页 -->`（N 是 PDF 的第 N 页），页面上印的页码不一样时写成 `<!-- 第 N 页 · 印的页码 X -->`（书的章节、期刊连续编页）：引用页码写 X，没写印的页码就写 N；表格按文字稿里的表格读。没有这个文件，照旧读 PDF。）。**完全没有文献语料时**：告知证据基础缺失，给两个选项——先跑 `literature-search` 建库，或降级为"Web 检索 + 领域常识"的方法综述（所有结论标 [低] 置信度）——让用户选，不默默降级。 - 用户偏好（可选，未给则按领域惯例建议并标 [建议]）：主数据方法倾向 / 分析软件 / 预期样本规模 / 预期时间线。 - 落盘（默认当前工作目录，文件名固定）：`方法地图.md` + `方法地图.html`。 - **调用方覆盖约定**：调用方（工作台 prompt / 用户）显式给出的参数、输入路径、落盘路径与工具选择，一律覆盖本 skill 的默认；但本 skill 的方法步骤、硬约束与停点不可被省略或稀释——调用方若要求跳过某硬约束，以本 skill 为准并提示冲突。 ## A1 · 文献扫描（逐篇提取 · map-reduce，不一次性拼全文） …
Read the whole file at its exact version.
How to install
mdr add qiaomiaojoe/ai-academic-workflow/methods-map@sha256:6b242b9bcf148176The line at the top of this page pins the label git:20261024.9392fe3, 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_bsqizxk23psoswto)
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Versions
The registry has recorded 5 versions of this file, between Jul 17, 2026 and Oct 24, 2026, about one every 25 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261024.9392fe3 latest | 2026-10-24 | 9392fe3 | 5,176 B | A | view · diff |
| git:20261014.e2dea42 | 2026-10-14 | e2dea42 | 4,627 B | A | view · diff |
| git:20261014.c9d5b72 | 2026-10-14 | c9d5b72 | 4,604 B | A | view · diff |
| git:20260720.26d5eef | 2026-07-20 | 26d5eef | 4,648 B | A | view · diff |
| git:20260717.59c14bf | 2026-07-17 | 59c14bf | 4,319 B | A | view |
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 (5176 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
qiaomiaojoe/ai-academic-workflow · 10 stars · license a license file GitHub does not identify · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_bsqizxk23psoswto GET https://markdownregistry.com/api/v1/resolve?ref=qiaomiaojoe/ai-academic-workflow/methods-map GET https://markdownregistry.com/api/v1/blob/6b242b9bcf148176765de56e52180a26502f3f8f1013abdd67e96288c0da7bf6
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.