research-design SKILL.md skillA
research-design 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/research-design@git:20261014.1ae645bPins git:20261014.1ae645b 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/research-design/SKILL.md- Versions recorded
- 5
- Latest version
- git:20261014.1ae645b, committed Oct 14, 2026
- First version recorded
- Jul 3, 2026
- Size
- 2,632 bytes
- Repository stars
- 10
- License
- a license file GitHub does not identify
研究设计完整任务入口（乔淼PhD · AI学术训练营 · AI学术工作流）。编排两个步骤 skill 跑完一次完整研究设计：methods-map 方法地图 + 2-3 方案（末尾 CHECKPOINT 用户选）→ methodology-draft 展开为研究设计初稿 + 设计说明。只要单独某一步（只扫方法地图 / 已有方案只写初稿）时直接用对应步骤 skill。Trigger on："帮我做研究设计"、"研究设计工作流"、"design my study"、"from methods survey to methodology draft"。.
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
# Research Design · 研究设计任务编排 一次完整的研究设计 = 两个步骤 skill 按序执行，中间一个必停 CHECKPOINT： | 阶段 | 调用 skill | 产出 | |------|-----------|------| | A 方法地图 + 方案 | `methods-map` | 方法地图.md（含 methodology_plugin YAML + 2-3 方案）+ 方法地图.html | | ⛔ CHECKPOINT | — | 停下等用户选方案 / 给修改意见，未回复不得进 B | | B 展开初稿 | `methodology-draft` | 研究设计初稿.md（干净版）+ 研究设计-设计说明.md | ## 编排规则 - 开工前一次问齐：RQ（或读 `选题.md`）、学科、文献语料来源与主数据通道、方法/软件/样本/时间线偏好。参数透传给步骤 skill。 - 各阶段严格按对应 skill 协议执行；步骤 skill 不可用时读其 SKILL.md 内联执行。 - 全程硬约束以两个步骤 skill 内的为准（置信度标注 / 不编造 / 固定落盘路径）。 - **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。 ## 快速模式 调用方（工作站 / 用户）说「快速模式」时启用。快速模式是本 skill 自己定义的停点精简，不算稀释停点；**硬约束（不编造文献 / 数据 / 引语、验真、页码诚实、落盘路径）一条都不放松**。被跳过的停点由你按默认、项目材料和用户已给的输入做决定，在最终产出末尾附一张「快速模式 · 我替你做的决定」表（`| 停点 | 我的决定 | 依据 | 你想改就告诉我 |`），方便用户回头改。 - **只停一次**：保留 methods-map 之后的 CHECKPOINT（选方案不可替用户决定）。 - 这一个停点之外不再问其它问题：methodology-draft 里需要用户补的信息（样本量、时间线、软件等）按领域惯例填并标 [建议]。
Read the whole file at its exact version.
How to install
mdr add qiaomiaojoe/ai-academic-workflow/research-design@sha256:c57bc941e485802bThe line at the top of this page pins the label git:20261014.1ae645b, 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_4ukpndxmkaznhvhj)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Jul 3, 2026 and Oct 14, 2026, about one every 26 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261014.1ae645b latest | 2026-10-14 | 1ae645b | 2,632 B | A | view · diff |
| git:20260720.26d5eef | 2026-07-20 | 26d5eef | 1,837 B | A | view · diff |
| git:20260717.59c14bf | 2026-07-17 | 59c14bf | 1,508 B | A | view · diff |
| git:20260704.8f9ae45 | 2026-07-04 | 8f9ae45 | 1,518 B | A | view · diff |
| git:20260703.eabb41d | 2026-07-03 | eabb41d | 9,552 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 (2632 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_4ukpndxmkaznhvhj GET https://markdownregistry.com/api/v1/resolve?ref=qiaomiaojoe/ai-academic-workflow/research-design GET https://markdownregistry.com/api/v1/blob/c57bc941e485802b3a17c6cfea89d71160e034cfea946a6b32ad8b633f920db2
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.