critical-paper-reading SKILL.md skillA
critical-paper-reading 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/critical-paper-reading@git:20261027.4032a1bPins git:20261027.4032a1b 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/critical-paper-reading/SKILL.md- Versions recorded
- 5
- Latest version
- git:20261027.4032a1b, committed Oct 27, 2026
- First version recorded
- Oct 14, 2026
- Size
- 10,407 bytes
- Repository stars
- 10
- License
- a license file GitHub does not identify
单篇论文批判性阅读（乔淼PhD · AI学术训练营 · AI学术工作流 · 文献分析步骤）。基于 UOW (University of Wollongong) Critical Analysis 框架 —— 三层升级 (Description → Analysis → Evaluation) + 四维 interrogation (Content / Authorship / Currency & Quality / Critical Writing Language)，把一篇论文（PDF / Zotero item）拆成结构化的批判性阅读笔记，每条 claim 锚定页码、绝不编造。可独立运行，输入一个 PDF 路径或 Zotero item 即可。Trigger on："critically read this paper", "critique this paper", "批判性阅读", "帮我批注这篇 paper", "读一下这篇 paper", "deconstruct this paper", "analyze this article critically…
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
# Critical Paper Reading · UOW 框架
基于 **University of Wollongong Academic Skills · Critical Analysis** 框架，把一篇论文（PDF / Zotero item）拆成结构化、可引用的批判性阅读笔记。
> 来源：https://www.uow.edu.au/student/support-services/academic-skills/online-resources/assessments/critical-analysis/
## 调用约定（独立运行）
- 输入（按下方 Input Protocol 顺序处理）：PDF 路径 / Zotero item 或 citation key / DOI / URL / 纯文本片段。信息不足时用 `AskUserQuestion` 问，不编造。
- 落盘：项目内 → 按 AGENTS.md 的「文件放哪」表，工作站项目是 `文献/深读-{AuthorYear}.md`，旧项目 `02_文献/深读/深读-{AuthorYear}.md`（这里的深读产物会被 `review-draft-assembly` 组装综述初稿时自动并入 Section 2）；项目外 → 当前目录 `./深读/深读-{AuthorYear}.md`；用户只要会话内结果就不落盘。
- 产出语言：项目 CLAUDE.md 有设定则从之，否则跟随用户。
- **调用方覆盖约定**：调用方（工作台 / 工作站 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。
## 何时使用 / When to invoke
✅ **用本技能** 的场景：
- 读一篇 paper，需要一份稳定的批判性阅读框架而不是摘要
- 判断一篇文献是否值得收进文献库 / 后续引用
- 需要回答"这篇文章怎么样 / 帮我看看这篇 paper"
- 为综述、讨论准备可引用的批判性句子
❌ **不要用本技能** 的场景（用其它 skill）：
- 写自己的论文 → 用 `article-framework` / `fulltext-draft`
- 多篇文献的系统综述 → 用 `literature-analysis`
- 拆一篇范文的写作结构（动静虚实）→ 用 `model-paper-deconstruct`
- 单纯翻译 / 提取 abstract → 用 Read 工具直接处理
## 核心框架 / The UOW Framework
…Read the whole file at its exact version.
How to install
mdr add qiaomiaojoe/ai-academic-workflow/critical-paper-reading@sha256:e604454cbdafce51The line at the top of this page pins the label git:20261027.4032a1b, 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_bo2b4dqedxhcfdcc)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Oct 14, 2026 and Oct 27, 2026, about one every 3 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261027.4032a1b latest | 2026-10-27 | 4032a1b | 10,407 B | A | view · diff |
| git:20261024.d6cd910 | 2026-10-24 | d6cd910 | 10,406 B | A | view · diff |
| git:20261024.42c7031 | 2026-10-24 | 42c7031 | 10,294 B | A | view · diff |
| git:20261023.c385d52 | 2026-10-23 | c385d52 | 9,783 B | A | view · diff |
| git:20261014.5e2faed | 2026-10-14 | 5e2faed | 9,697 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 (10407 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_bo2b4dqedxhcfdcc GET https://markdownregistry.com/api/v1/resolve?ref=qiaomiaojoe/ai-academic-workflow/critical-paper-reading GET https://markdownregistry.com/api/v1/blob/e604454cbdafce512e07069a8105c43363e4eb68956d19eaf718b0eb16f7ab1f
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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.