research-gap-scan SKILL.md skillA
research-gap-scan 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-gap-scan@git:20260720.26d5eefPins git:20260720.26d5eef 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-gap-scan/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260720.26d5eef, committed Jul 20, 2026
- First version recorded
- Jul 4, 2026
- Size
- 3,030 bytes
- Repository stars
- 10
- License
- a license file GitHub does not identify
Research Gap 识别（乔淼PhD · AI学术训练营 · AI学术工作流）。用组合扫描法找真 gap：展开 P 近邻概念与 X/Y 操作化变体 → 枚举文献已覆盖的 (P,X)/(X,Y)/(P,Y) 组合表 → 标出空白/弱覆盖格子 → 每个候选 gap 过"三问反驳"防伪 gap → 按 empirical/contextual/theoretical/methodological 归类 + 本研究定位陈述。独立可用："帮我找这个方向的 research gap"。Trigger on："帮我找 research gap"、"识别研究空白"、"gap 扫描"、"这个领域还有什么空白"、"find research gaps in 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
# Research Gap Scan · Gap 识别（组合扫描 + 三问反驳） 基本思路：gap = 选题关键词 P、X、Y 之间的**新组合**。所以必须先知道已有组合，再找空白——不允许凭印象报 gap。 ## 调用约定（独立运行） - 输入：① 选题 PXYV（用户给 / `选题.md` / 一句话选题先经 `topic-pxyv-parse`）② 文献覆盖证据（三选一：知识模块清单 / Zotero 集合 / 文献清单——没有任何文献证据时明确降级为"检索式抽查"模式：对每个候选格子现场检索近 3 年命中数作为覆盖证据，并注明证据强度弱于全库扫描）。 - 落盘：写入 `综述蓝图.md` 的 Section 3（已有蓝图则填入，没有则单独落 `gap-扫描.md`）；默认当前工作目录。 - **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。 ## 协议 1. **展开维度**：P 的近邻概念、X 的操作化变体、Y 的操作化变体（各 3-5 个）。 2. **组合表**：枚举文献已覆盖的 (X,Y) / (P,X) / (P,Y) 组合（依据模块清单 / 集合内容 / 现场检索），一张表标明每格覆盖强度（强/弱/空白）。 3. **候选 gap**：空白 / 弱覆盖的格子。 4. **三问反驳（防伪 gap，每个候选必过）**： a. 这是真空白，还是已被验证为无意义 / 已被否证？ b. 本研究 RQ 是否正好落在这个格子？ c. 文献里有没有人明确呼吁过这个方向？ 5. **归类**：通过三问的按类型归类——empirical / contextual（人群·情境）/ theoretical（理论冲突）/ methodological。 6. **输出**：核心 gap 3-5 个（具体且通过三问，每个附组合表出处与三问答案）+ 本研究 RQ 如何回应 + 定位陈述（1 段）。 ## 硬约束 - 每个 gap 必须能回溯到组合表的具体格子 + 覆盖证据；"研究不足""值得进一步探讨"这类无格子依据的表述不算 gap。 - 三问任一答不过 → 剔除，列入"伪 gap 清单"并注明被哪一问刷掉。 - 证据基础是抽查模式时，每个 gap 标注「证据：检索式抽查」，建议用完整文献库复扫。
Read the whole file at its exact version.
How to install
mdr add qiaomiaojoe/ai-academic-workflow/research-gap-scan@sha256:0f1e3df3eaecb357The line at the top of this page pins the label git:20260720.26d5eef, 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_xggswvtwdivcm6wb)
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Versions
The registry has recorded 3 versions of this file, between Jul 4, 2026 and Jul 20, 2026, about one every 8 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260720.26d5eef latest | 2026-07-20 | 26d5eef | 3,030 B | A | view · diff |
| git:20260717.59c14bf | 2026-07-17 | 59c14bf | 2,701 B | A | view · diff |
| git:20260704.8f9ae45 | 2026-07-04 | 8f9ae45 | 2,750 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 (3030 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
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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_xggswvtwdivcm6wb GET https://markdownregistry.com/api/v1/resolve?ref=qiaomiaojoe/ai-academic-workflow/research-gap-scan GET https://markdownregistry.com/api/v1/blob/0f1e3df3eaecb357fba07e56496ce1cf83d40f8e6ce7a930f8244b99968261d3
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.