paper-analysis-assistant SKILL.md skillA
paper-analysis-assistant from anbeime/skill is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add anbeime/skill/paper-analysis-assistant@git:20260826.6abb86aPins git:20260826.6abb86a in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- anbeime/skill
- Path
skills/paper-analysis-assistant/paper-analysis-assistant/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260826.6abb86a, committed Aug 26, 2026
- First version recorded
- Feb 14, 2026
- Size
- 5,623 bytes
- Repository stars
- 9,288
- License
- none declared
其他高等院校教师与数据科学家在追踪前沿学术时，当需要深度解析arXiv论文，用此技能可一键下载PDF并自动生成词频分析、双人播客、交互式网页、PPT演示与总结图，将数小时的文献阅读转化为多媒体内容，效率提升十倍！.
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
# 论文分析助手
## 任务目标
- 本 Skill 用于:根据 arXiv 论文网址自动进行多维度分析并生成多种格式的输出
- 能力包含:PDF 下载与文本提取、词频统计、语音合成、播客对话生成、交互式网页、PPT 生成、总结图生成、引用分析
- 触发条件:用户提供 arXiv 论文网址或论文 PDF 文件
## 前置准备
- 依赖说明:所需 Python 包已在 dependency 中列出
- 停用词资源:需准备英文停用词列表，用于词频分析过滤
## 操作步骤
- 标准流程:
1. **下载 PDF 文件**
- 调用 `scripts/download_pdf.py` 下载 arXiv PDF
- 参数:`--url` (arXiv 论文网址), `--output` (输出 PDF 文件路径)
2. **提取 PDF 文本**
- 调用 `scripts/extract_text.py` 提取纯文本
- 参数:`--pdf` (PDF 文件路径), `--output` (输出 txt 文件路径)
3. **词频分析**
- 调用 `scripts/analyze_word_frequency.py` 进行词频统计
- 参数:`--txt` (txt 文件路径), `--output` (输出 csv 文件路径)
- 该脚本会自动过滤英文停用词（见 references/stopwords.txt）
4. **文本转语音**
- 调用 `scripts/text_to_speech.py` 将文本转为语音
- 参数:`--txt` (txt 文件路径), `--output` (输出 wav 文件路径)
5. **生成播客对话**
- **智能体步骤**:根据论文内容生成双人对话脚本（包含两个角色的对话内容）
- **脚本步骤**:调用 `scripts/dialogue_to_podcast.py` 将对话脚本转换为语音
- 参数:`--dialogue` (对话脚本文件路径), `--output` (输出 wav 文件路径)
6. **生成交互式网页**
- 调用 `scripts/generate_html.py` 生成交互式网页
- 参数:`--txt` (txt 文件路径), `--word_freq` (词频 csv 文件路径), `--output` (输出 html 文件路径)
7. **生成 PPT**
- 调用 `scripts/generate_ppt.py` 生成演示文稿
…Read the whole file at its exact version.
How to install
mdr add anbeime/skill/paper-analysis-assistant@sha256:fdfd9b1fda825da6The line at the top of this page pins the label git:20260826.6abb86a, 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_p2eisri4f6r33kye)
7 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Feb 14, 2026 and Aug 26, 2026, about one every 193 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260826.6abb86a latest | 2026-08-26 | 6abb86a | 5,623 B | A | view · diff |
| git:20260214.8a1442a | 2026-02-14 | 8a1442a | 5,512 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 (5623 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
anbeime/skill · 9,288 stars · license none declared · pushed 2026-11-07 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_p2eisri4f6r33kye GET https://markdownregistry.com/api/v1/resolve?ref=anbeime/skill/paper-analysis-assistant GET https://markdownregistry.com/api/v1/blob/fdfd9b1fda825da6da2399a3bbf02f77fb664a104c65c4407f4379341cdb4c6e
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.