literature-analysis SKILL.md skillA
literature-analysis 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/literature-analysis@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/literature-analysis/SKILL.md- Versions recorded
- 5
- Latest version
- git:20261014.1ae645b, committed Oct 14, 2026
- First version recorded
- Jul 20, 2026
- Size
- 3,289 bytes
- Repository stars
- 10
- License
- a license file GitHub does not identify
文献分析/综述完整任务入口（乔淼PhD · AI学术训练营 · AI学术工作流）。编排步骤 skill 跑完一次完整的文献综述：knowledge-module-list 模块清单 → review-blueprint 综述蓝图 → research-gap-scan gap 识别 → knowledge-module-gen 模块生成 →（可选 critical-paper-reading 深读）→ review-draft-assembly 综述初稿。只要单独某一步（只列模块/只找 gap/只组装）时直接用对应步骤 skill。Trigger on："帮我做文献综述"、"文献分析工作流"、"从我的 Zotero 集合跑出综述初稿"、"literature review from my collection"。.
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
# Literature Analysis · 文献综述任务编排 一次完整的文献综述 = 步骤 skills 按序执行： | 步骤 | 调用 skill | 产出 | |------|-----------|------| | 1a 模块清单 | `knowledge-module-list` | 知识模块清单.md | | 1b 综述蓝图 | `review-blueprint` | 综述蓝图.md + .html | | 1c Gap 识别 | `research-gap-scan` | 蓝图 Section 3（gap + 定位） | | 2 模块生成 | `knowledge-module-gen` | 知识模块/M1-Mn.md + 执行日志.md | | （可选）单篇深读 | `critical-paper-reading` | 深读-AuthorYear.md（组装时自动并入 Section 2） | | 3 初稿组装 | `review-draft-assembly` | 综述初稿.md + .docx + 引用核验报告.md | ## 编排规则 - 开工前一次问齐：选题 context（RQ/PXYV 一句话或 `选题.md`）、文献数据源（Zotero 集合 / 本地 PDF 文件夹 / 文献清单，三选一）、主数据通道（本地 PDF / Zotero，默认本地 PDF）、总字数目标、引用格式、输出语言。 - 1a→1b→1c 连续跑完后停一次给用户看蓝图；2 全程不打断（靠执行日志把关）；3 之前问一次是否做单篇深读。 - 各步骤严格按对应 skill 协议执行；步骤 skill 不可用时读其 SKILL.md 内联执行。 - 单篇深读推荐顺序（按性价比）：⭐⭐⭐ Classic 1 篇（理论根基）→ ⭐⭐ 与 RQ 概念正面对话的 Key（概念近邻区分）→ ⭐⭐ 与方法/经验维度正面对话的 Key（经验机制）→ ⭐ 同框架同方法的对话伙伴（张力来源）。不跑也能走完流程。 - **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 …
Read the whole file at its exact version.
How to install
mdr add qiaomiaojoe/ai-academic-workflow/literature-analysis@sha256:7d7e84dfefefa9f1The 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_werbphwp2rrzcaqg)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Jul 20, 2026 and Oct 14, 2026, about one every 22 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261014.1ae645b latest | 2026-10-14 | 1ae645b | 3,289 B | A | view · diff |
| git:20261014.5e2faed | 2026-10-14 | 5e2faed | 2,553 B | A | view · diff |
| git:20261014.e2dea42 | 2026-10-14 | e2dea42 | 2,554 B | A | view · diff |
| git:20261014.c9d5b72 | 2026-10-14 | c9d5b72 | 2,556 B | A | view · diff |
| git:20260720.26d5eef | 2026-07-20 | 26d5eef | 2,548 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 (3289 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_werbphwp2rrzcaqg GET https://markdownregistry.com/api/v1/resolve?ref=qiaomiaojoe/ai-academic-workflow/literature-analysis GET https://markdownregistry.com/api/v1/blob/7d7e84dfefefa9f1cd97c68a14c75d4cc2d1fab08817d10b5108b0aa8440de0f
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.