paper-explainer SKILL.md skillA

paper-explainer from zju-real/easel is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add zju-real/easel/paper-explainer@git:20261012.0d53744

Pins git:20261012.0d53744 in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: zju-real/easel
Path: skills/builtin/paper-explainer/SKILL.md
Versions recorded: 1
Latest version: git:20261012.0d53744, committed Oct 12, 2026
Size: 10,011 bytes
Repository stars: 3,982
License: Apache-2.0

科研论文解读：解析 arXiv/PDF 的公式与图表，提炼问题、贡献、方法、关键图和结论，再产出 B站/视频号解读视频或知乎/公众号图文。当用户说“论文解读、讲论文、论文转视频/图文、科研科普、arXiv、学术视频”时使用。本 SKILL 从论文做内容；video-to-article 从视频做图文，doc-convert 只转换文档格式。.

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

# 科研论文解读（论文 → 视频 / 图文）

> 把一篇论文讲成普通人/同行都爱看的视频号视频或图文。核心中间产物是一份
> **结构化 asset library**（一次解析+提炼，视频与图文两条产线共用，不重复调 LLM）。
> 确定性 IO（拉论文/解析 PDF/骨架）走 `scripts/paper_ingest.py`；**提炼与分镜脚本由你 LLM 完成**——这是本 SKILL 的核心价值。

> 视频转图文（反向）见 **video-to-article**；纯格式转换见 **doc-convert**；
> 只做图表见 **chart-visualization / infographic**；发视频号见 **skill-channels-upload**。

## 输入

| 字段 | 必填 | 说明 |
|------|------|------|
| 论文 | 是 | arxiv id（2401.12345）/ arxiv 链接 / 本地 PDF 路径（没给就问） |
| 目标形态 | 否 | 视频（默认，视频号/B站）/ 图文（知乎/公众号）/ 两者都要 |
| 视频画幅 | 视频时必填 | 用户或上游任务未明确横版/竖版（或 16:9/9:16/具体分辨率）时，进入视频制作前必须追问并等确认；不得按平台、Profile 或默认值静默推断，已明确则不重复问 |
| 受众深度 | 否 | 大众科普（默认）/ 同行向（更专业） |
| 时长 | 否 | 视频默认 2–4 分钟（视频号中视频） |

## 产物结构（`outputs/论文简称/`）

```
article.md               图文版（知乎/公众号）
final.mp4                成片
assets/                  paper.pdf / parsed/ / asset-library.json / script.md
  slide-plan.json        结构化分页（页面唯一输入，口播与屏幕文字分离）
  slides/                稳定渲染的逐页 PNG + HTML + audit report
  slides-contact-sheet.jpg  整套视觉复核图
```

脚本（相对项目根）：`paper_ingest.py`（解析）+ `render_slides.py`（分页校验/渲染/审计）。

## 执行步骤

### 1. 取原文 + 解析

1. **环境自检**：`python skills/builtin/paper-explainer/scripts/paper_ingest.py check`
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add zju-real/easel/paper-explainer@sha256:8232b67909cbfbd8

The line at the top of this page pins the label git:20261012.0d53744, 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.

Badge

[![mdr](https://markdownregistry.com/badge/art_lxvqdm7vddwm355m.svg)](https://markdownregistry.com/a/art_lxvqdm7vddwm355m)

1 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Oct 12, 2026.

version	committed	commit	size	audit
git:20261012.0d53744 latest	2026-10-12	0d53744	10,011 B	A	view

Audit of the latest version

A 17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.

pass: Frontmatter block present
pass: Frontmatter declares a name
pass: Frontmatter declares a description
pass: Size between 200 bytes and 200 KB (10011 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

GitHub

zju-real/easel · 3,982 stars · license Apache-2.0 · pushed 2026-10-21 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_lxvqdm7vddwm355m
GET https://markdownregistry.com/api/v1/resolve?ref=zju-real/easel/paper-explainer
GET https://markdownregistry.com/api/v1/blob/8232b67909cbfbd8a94078a92a4718f76cdfcd29e6e070a3b51cd7b0adb23b28

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.

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