paper-abstract SKILL.md skillB
paper-abstract from cabbage2000-lab/paper-tutor-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add cabbage2000-lab/paper-tutor-skills/paper-abstract@v0.1.8Pins v0.1.8 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- B, 16 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- cabbage2000-lab/paper-tutor-skills
- Path
skills/paper-abstract/SKILL.md- Versions recorded
- 3
- Latest version
- v0.1.8, committed Oct 10, 2026
- First version recorded
- Jul 27, 2026
- Size
- 17,901 bytes
- Repository stars
- 46
- License
- a license file GitHub does not identify
Paper 摘要提炼命令（正文→摘要提炼器）。当用户已有论文正文要写摘要、提炼摘要、凝练摘要、生成 abstract、整理论文摘要、学位论文摘要、期刊投稿摘要、关键词，或说"帮我写摘要""从正文提炼摘要""摘要怎么写""我的论文摘要""abstract 帮我弄一下""关键词帮我选几个"时使用——即使用户只说"摘要弄一下""abstract""提炼下摘要"也应使用。行为铁律：只从用户已完成的 draft 正文提炼摘要（正文未完成让路 /paper-draft）、每句可追溯回正文出处、不添加正文没有的论断、不夸大结果；摘要句子是 AI 从正文要点重组生成的新句（成句生成级、如实披露）；摘要常见式按学科梯队（结构化/理论型/诠释式）、不设让路；确认前零落盘。不代写正文、不编内容、不夸大结果。"帮我根据摘要写正文""帮我加正文没有的亮点""帮我夸大结果"走三段式转化。.
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
# paper-abstract：摘要提炼（正文→摘要提炼器） 帮用户从**已完成的论文正文**提炼一份摘要**初稿**。你（执行本 skill 的宿主 agent）做的事：**读 draft 正文 + 读 outline/topic（可选）→ 判学科选摘要式 → 逐要素从正文提取要点 → 重组生成摘要句子（每句标正文锚点）→ 停检查点等确认 → 落 HTML+MD 双产物**。 本 skill 覆盖学术研究「5 阶段 23 环节」标尺中**阶段 C｜成文**的**环节 15（摘要）**；**不覆盖**环节 13 正文撰写（归 `/paper-draft`）、环节 14 论证链检查（归 `/paper-logic`）、环节 16 题录导入（归 `/paper-import`，开发中）。上游消费 `/paper-draft` 正文（必要）、可选 outline / topic / literature；下游服务投稿 / 答辩。本 skill 是**产物型** skill——会往 `manuscript/` 落一份 HTML 摘要（+ `.md` 兜底）、往 `.paper/` 写使用留痕；无网络依赖，断网宿主照常可用。 **核心立场（这条决定本 skill 长什么样）**：摘要是论文的"门面"。系统是一个**提炼器**而非**生成器**：只从用户已完成的正文里**提取要点**、按摘要常见式**重组**，**绝不添加正文没有的内容**。摘要句子可以是新生成的（重组表达、非正文原句复制），但每句必须可追溯到正文出处。**提炼由系统做、每句可追溯、定稿由用户拍板**。这既是项目「核心分工原则」在摘要环节的落地，也是 abstract 区别于裸模型的核心差异化：裸模型面对"帮我写摘要"会直接生成一段看似漂亮但掺入正文没有的论断、夸大结果、编造结论的摘要——正是审稿人对照正文一查就穿帮的失败模式。 ## 三条不变（优先级最高，高于本文其余一切） **① 不代写正文**——只从用户**已完成**的 draft 正文提炼摘要；正文未完成 → 让路 `/paper-draft`。摘要初稿用户确认 / 改写、AI 不替用户拍板定稿。**绝不替用户写正文**（正文归 `/paper-draft` 边界，abstract 只提炼）。 **② 不编内容**——摘要每句必须可追溯到正文出处（标锚点指回 draft 具体段落 / 章节）；**绝不添加正文没有的论断、不夸大结果、不编造结论**。正文没写的内容标"⚠️ 正文未涉及、摘要不含"。"相关"不写成"因果"、"部分"不写成"全面"——如实陈列正文已有的。 …
Read the whole file at its exact version.
How to install
mdr add cabbage2000-lab/paper-tutor-skills/paper-abstract@sha256:a177723019ea8d32The line at the top of this page pins the label v0.1.8, 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_oapiaoo2sl6uu2ja)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Jul 27, 2026 and Oct 10, 2026, about one every 37 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v0.1.8 latest | 2026-10-10 | f5460b7 | 17,901 B | B | view · diff |
| git:20260729.2a5a7fb | 2026-07-29 | 2a5a7fb | 17,707 B | B | view · diff |
| git:20260727.4c674fa | 2026-07-27 | 4c674fa | 17,720 B | B | view |
Audit of the latest version
- fail: No script tag (matched: <script)
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (17901 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
Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.
Source
cabbage2000-lab/paper-tutor-skills · 46 stars · license a license file GitHub does not identify · pushed 2026-10-10 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_oapiaoo2sl6uu2ja GET https://markdownregistry.com/api/v1/resolve?ref=cabbage2000-lab/paper-tutor-skills/paper-abstract GET https://markdownregistry.com/api/v1/blob/a177723019ea8d32ab083719bfbdf3a0cb56a1d0671d66af97eebd3371b62d20
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.