ljg-paper SKILL.md skillA
ljg-paper from lijigang/ljg-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add lijigang/ljg-skills/ljg-paper@git:20261030.36ad0acPins git:20261030.36ad0ac in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- lijigang/ljg-skills
- Path
skills/ljg-paper/SKILL.md- Versions recorded
- 8
- Latest version
- git:20261030.36ad0ac, committed Oct 30, 2026
- First version recorded
- Aug 14, 2026
- Size
- 7,495 bytes
- Repository stars
- 7,668
- License
- MIT
Explain research papers to readers without a specialist background: what the paper studies, what the authors contribute, how the findings follow, and what the evidence does not establish. USE WHEN the user shares an arXiv link, paper URL, PDF, local paper, or paper title, or asks to read, explain, analyze, or understand a paper. Defaults to a saved Markdown note. NOT FOR reproduction, formal peer review, benchmark tables, or literature surveys.
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
# ljg-paper：讲清论文，让读者理解结论是怎样得来的
默认读者有一般生活经验和理解能力，但不熟悉论文所属行业，也不知道该行业常用的对象、工具和工作方式。用户指定了读者背景时，以其指定为准。
从读者能够直接理解的事情出发，讲清谁在什么条件下做了什么、为什么遇到困难、作者改变了哪个环节，以及结果怎样变化。专业名称在有助于识别论文贡献时引入；读者在记住名称之前，应已理解它指向的事情。
读者最终既能用普通话解释论文的思想，也能说清作者实际研究了什么、做出了什么贡献。生活案例承担解释时，应明确对应论文中的角色与关系，并区分假想示例和真实实验。
全文围绕论文能够支持的具体问题，让读者看见问题为何需要解决、原有判断有何依据，以及证据怎样支持新的判断。具体对象和动作应持续承担解释；随着解释深入，可以更换案例或场景，但要交代它补充了什么。现场感来自与理解有关的细节，不靠虚构心理或夸大结论。
完整的解释应给读者留下亲自解释或迁移的空间。文章写出了判断重构的过程，仍不能证明读者实际经历了这一过程。依据论文组织解释，允许补充、确认、区分和保留未知，不强求反转、统一机制或固定四段结构；默认完整交付，互动按用户意愿进行。
当关键关系需要读者在脑中自行拼装时，优先考虑 ASCII 图来呈现信息流向、前后状态或不同维度，再沿具体例子读图。是否用图、用几幅，由它能否减少理解负担决定，不固定故事或图数。
## Workflow Routing
| 输入 | 必读材料 | 输出 |
|---|---|---|
| arXiv、PDF、论文链接、本地论文 | `ReadingGuide.md`、`references/template.org`、`references/paper-map.md` | 一份 Org 解读笔记和一份 paper-map 研究记录 |
| 只有论文标题 | 找到可靠原文后，读同一组文件 | Org 笔记和 paper-map |
| 明确只要口头解释 | `ReadingGuide.md` | 直接解释，不保存文件；仍满足下面三个目标 |
Org 默认保存到 `~/Context/`。文件名沿用 Denote：`{YYYYMMDDTHHMMSS}--paper-{方法名或论文关键词}__paper.org`；时间戳由 `date +%Y%m%dT%H%M%S` 生成。改写已有笔记时，保留原文件与 identifier，核对原文，不另建重复笔记。
## 解读要达到的三个目标
- **说清论文做了什么。** 读者能说出研究问题、作者的主要贡献、方法或关系如何起作用，以及关键证据的适用范围。读到前两节时，就应知道论文在研究什么、作者做了什么。论文中不可省略的研究问题也要有所交代。
…Read the whole file at its exact version.
How to install
mdr add lijigang/ljg-skills/ljg-paper@sha256:64f389643e711d0eThe line at the top of this page pins the label git:20261030.36ad0ac, 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_6evt5arydqwqdkpp)
0 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 8 versions of this file, between Aug 14, 2026 and Oct 30, 2026, about one every 11 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261030.36ad0ac latest | 2026-10-30 | 36ad0ac | 7,495 B | A | view · diff |
| git:20261029.adfdfb3 | 2026-10-29 | adfdfb3 | 7,507 B | A | view · diff |
| git:20261026.a6b1118 | 2026-10-26 | a6b1118 | 7,115 B | A | view · diff |
| git:20260908.49021b7 | 2026-09-08 | 49021b7 | 7,113 B | A | view · diff |
| git:20260905.682e50b | 2026-09-05 | 682e50b | 6,029 B | A | view · diff |
| git:20260820.e62dabe | 2026-08-20 | e62dabe | 7,328 B | A | view · diff |
| git:20260814.85b7488 | 2026-08-14 | 85b7488 | 22,210 B | A | view · diff |
| git:20260814.b688799 | 2026-08-14 | b688799 | 20,492 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 (7495 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
lijigang/ljg-skills · 7,668 stars · license MIT · pushed 2026-11-02 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_6evt5arydqwqdkpp GET https://markdownregistry.com/api/v1/resolve?ref=lijigang/ljg-skills/ljg-paper GET https://markdownregistry.com/api/v1/blob/64f389643e711d0ef12ea7e490841c1d3cd0a7ad9ec8c067e9c98dcfc3b38986
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.