knowledge-module-list SKILL.md skillA
knowledge-module-list 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/knowledge-module-list@git:20261014.c9d5b72Pins git:20261014.c9d5b72 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/knowledge-module-list/SKILL.md- Versions recorded
- 4
- Latest version
- git:20261014.c9d5b72, committed Oct 14, 2026
- First version recorded
- Jul 4, 2026
- Size
- 3,915 bytes
- Repository stars
- 10
- License
- a license file GitHub does not identify
知识模块清单（乔淼PhD · AI学术训练营 · AI学术工作流 · 文献分析步骤）。跨文档分析一批文献（Zotero 集合 / 本地 PDF / 文献清单），用元数据+摘要提出覆盖 Section 1（XY 经验）与 Section 2（PV 理论）的知识模块：每个模块 = 一个概念/argument + 区分性问题 + 涉及文献与角色 + 证据假设 + 独立可运行的生成 prompt。产出 知识模块清单.md，是知识模块生成与综述蓝图的输入。Trigger on："帮我做知识模块清单"、"把这批文献分成知识模块"、"跨文档分析出模块"、"propose knowledge modules 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
# Knowledge Module List · 知识模块清单 跨文档分析，propose 知识模块。**只用元数据 + 摘要做框架设计与模块分配，不在这一步啃全文**（全文深读发生在 `knowledge-module-gen`）——但摘要会省略/夸大，所以每个模块必须写明"证据假设"，留给生成步骤读全文时核对。 ## 调用约定（独立运行） - 选题 context：用户给的 RQ / PXYV 一句话 > `选题.md`（选题产出）> 请用户用 1-3 句说清（研究问题 + 理论视角 + 现象语境）。 - 文献数据源（三选一）：Zotero 集合（`zotero_get_collection_items` 拉元数据、`zotero_get_item_metadata` 拉单篇摘要）/ 本地 PDF 文件夹 / 文献清单 md。Zotero 不可用 → 以清单为元数据来源、按需读本地 PDF，产出顶部注明"数据源已降级"。 - 落盘：`知识模块清单.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。 ## 硬约束 - Section 1（XY 经验）至少 3 个、Section 2（PV 理论）至少 3 个**有区分度**的模块——每个模块回答一个不同的问题/对话，不能把同一个 argument 切成三块凑数。 - 某 Section 凑不满 3 个有区分度的模块 → 不硬凑，明确写"该 Section 论证密度不足，建议补充 XX 方向文献"。 - Gap 不是知识模块，不在本 skill 处理（用 `research-gap-scan`）。 - 集合至少 90% 文献必须被分配；Classic + 全部 Key Texts 必含；容许 Key Texts 跨模块重复。 ## 每个模块的标准结构 ```` ## 模块 M_n · [模块主题] - **归属 Section**：S1 / S2 - **主题**：围绕一个概念或 argument（不是单篇文献总结） - **区分性问题**：本模块要回答、且其他模块不回答的那个问题 - **涉及文献**（2-5 篇） - Author Year | Zotero key（或 PDF 文件名） | 角色（理论根基 / 经验证据 / 对话伙伴 / ...） - **证据假设**：基于摘要，预期这些文献在全文中能提供什么证据（confidence：高/中/低）——生成步骤读全文时核对，对不上就回退本模块 …
Read the whole file at its exact version.
How to install
mdr add qiaomiaojoe/ai-academic-workflow/knowledge-module-list@sha256:07263269855133eeThe line at the top of this page pins the label git:20261014.c9d5b72, 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_6clysjvv2zzn5534)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between Jul 4, 2026 and Oct 14, 2026, about one every 34 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261014.c9d5b72 latest | 2026-10-14 | c9d5b72 | 3,915 B | A | view · diff |
| git:20260720.26d5eef | 2026-07-20 | 26d5eef | 3,941 B | A | view · diff |
| git:20260717.59c14bf | 2026-07-17 | 59c14bf | 3,612 B | A | view · diff |
| git:20260704.8f9ae45 | 2026-07-04 | 8f9ae45 | 3,640 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 (3915 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_6clysjvv2zzn5534 GET https://markdownregistry.com/api/v1/resolve?ref=qiaomiaojoe/ai-academic-workflow/knowledge-module-list GET https://markdownregistry.com/api/v1/blob/07263269855133ee7fdecdfe3017f216cc265ced04a01079bfc9677538348af7
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.