Summary
alaliqing/claude-paper
Use this for a quick summary of a research paper's core ideas and key points.
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！
Install Paper Analysis Assistant
$ npx skills add anbeime/skill --skill paper-analysis-assistant -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install anbeime/skill paper-analysis-assistant --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/anbeime/skill.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/paper-analysis-assistant/paper-analysis-assistant .claude/skills/paper-analysis-assistant && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "paper-analysis-assistant" agent skill from https://github.com/anbeime/skill/tree/main/skills/paper-analysis-assistant/paper-analysis-assistant into .claude/skills/paper-analysis-assistant/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-analysis-assistant", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/anbeime/skill/tree/main/skills/paper-analysis-assistant/paper-analysis-assistantType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add anbeime/skill --skill paper-analysis-assistant -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install anbeime/skill paper-analysis-assistant --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/anbeime/skill.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/paper-analysis-assistant/paper-analysis-assistant .agents/skills/paper-analysis-assistant && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "paper-analysis-assistant" agent skill from https://github.com/anbeime/skill/tree/main/skills/paper-analysis-assistant/paper-analysis-assistant into .agents/skills/paper-analysis-assistant/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-analysis-assistant", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add anbeime/skill --skill paper-analysis-assistant -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install anbeime/skill paper-analysis-assistant --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/anbeime/skill.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/paper-analysis-assistant/paper-analysis-assistant .cursor/skills/paper-analysis-assistant && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "paper-analysis-assistant" agent skill from https://github.com/anbeime/skill/tree/main/skills/paper-analysis-assistant/paper-analysis-assistant into .cursor/skills/paper-analysis-assistant/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-analysis-assistant", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/anbeime/skill.git --path skills/paper-analysis-assistant/paper-analysis-assistant--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add anbeime/skill --skill paper-analysis-assistant -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install anbeime/skill paper-analysis-assistant --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/anbeime/skill.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/paper-analysis-assistant/paper-analysis-assistant .gemini/skills/paper-analysis-assistant && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "paper-analysis-assistant" agent skill from https://github.com/anbeime/skill/tree/main/skills/paper-analysis-assistant/paper-analysis-assistant into .gemini/skills/paper-analysis-assistant/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-analysis-assistant", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install anbeime/skill paper-analysis-assistantInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add anbeime/skill --skill paper-analysis-assistant -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/anbeime/skill.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/paper-analysis-assistant/paper-analysis-assistant .github/skills/paper-analysis-assistant && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "paper-analysis-assistant" agent skill from https://github.com/anbeime/skill/tree/main/skills/paper-analysis-assistant/paper-analysis-assistant into .github/skills/paper-analysis-assistant/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-analysis-assistant", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add anbeime/skill --skill paper-analysis-assistant -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install anbeime/skill paper-analysis-assistant --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/anbeime/skill.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/paper-analysis-assistant/paper-analysis-assistant .opencode/skills/paper-analysis-assistant && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "paper-analysis-assistant" agent skill from https://github.com/anbeime/skill/tree/main/skills/paper-analysis-assistant/paper-analysis-assistant into .opencode/skills/paper-analysis-assistant/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-analysis-assistant", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
paper-analysis-assistant- GitHub stars
- 7.6k
- Token cost
- ~972 tokens
- SKILL.md length
- 184 words
- Files
- 10 (incl. scripts, references)
- Skills in repo
- 39
- Repo updated
- First seen
- Licence
- None found
At a glance
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！
- Works in 9 steps: 下载 PDF 文件 → 提取 PDF 文本 → 词频分析 → …
- Tasks that involve Academic paper search
- SKILL.md covers 任务目标, 前置准备, 操作步骤 and 资源索引, plus 2 more sections
- Runs Python scripts from its folder; calls python; reaches arxiv.org
What it does
Paper Analysis Assistant is an agent skill from anbeime/skill. 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！
Its SKILL.md is about 970 tokens, which your agent loads only when the skill is triggered. The skill folder holds 11 other files, including scripts and reference files (for example `scripts/analyze_word_frequency.py`, `scripts/dialogue_to_podcast.py` and `scripts/download_pdf.py`).
It sits in Research & Science, covering Academic paper search and PDF. It works with arXiv. The repository describes itself as: 收录最全、更新最快的技能Skills商店：精选原创技能包（涵盖文档处理、内容创作、编程开发、机器学习、自动化工作流），全部打包好可直接安装使用！同时自动抓取GitHub上万个Skills项目，按分类、更新时间、Star数量整理。The most comprehensive and frequently updated AI Agent skill…
When your agent uses it
- Tasks that involve Academic paper search
- Tasks that involve PDF
Example prompts
- “/paper-analysis-assistant”
Requirements
- Python 3
Workflow steps
9 steps, taken from the first numbered list in SKILL.md.
- 下载 PDF 文件
- 提取 PDF 文本
- 词频分析
- 文本转语音
- 生成播客对话
- 生成交互式网页
- 生成 PPT
- 生成总结图
- 分析引用链接
What it can do on your machine
Read from SKILL.md and the folder at commit 18bbf99. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Ships 8 files in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
python
From the folder's file list and the shell code blocks in SKILL.md.
Network
Hosts in commands or code, which the agent is likely to contact:
arxiv.org
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Paper Analysis Assistant loads about 972 tokens when it runs, and up to ~1.2k if it reads all its reference files. Until then it costs about 33 tokens; SKILL.md has 184 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 184 words (~972 tokens).
- name
- paper-analysis-assistant
- dependency.python
- requests==2.31.0, pdfplumber==0.10.3, python-pptx==0.6.23, pandas==2.1.4, pyttsx3==2.90, beautifulsoup4==4.12.2, nltk==3.8.1
Files
SKILL.md and 9 other files (scripts, references) in skills/paper-analysis-assistant/paper-analysis-assistant of anbeime/skill.
- SKILL.md
- references/stopwords.txt
- scripts/analyze_word_frequency.py
- scripts/dialogue_to_podcast.py
- scripts/download_pdf.py
- scripts/extract_references.py
- scripts/extract_text.py
- scripts/generate_html.py
- scripts/generate_ppt.py
- scripts/text_to_speech.py
Open the folder on GitHubat commit 18bbf99
Compare with similar skills
Paper Analysis Assistant next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Paper Analysis Assistant this skillanbeime/skill | 7.6k | — | ~972 | Automated safety check: Pass | None | |
| Summaryalaliqing/claude-paper | 344 | 1 repos | ~2k | Automated safety check: Notes | MIT | |
| Paper ReadingEdwardxlai/easyread | 848 | — | ~567 | Automated safety check: Pass | MIT | |
| Ref Downloaderltczding-gif/ref-downloader | 139 | — | ~5.9k | Automated safety check: Pass | MIT | |
| Paper Readingsodalone/paper-reading-skill | 142 | — | ~1.3k | Automated safety check: Pass | None | |
| Paper ExplainerZJU-REAL/Easel | 3.2k | — | ~1.4k | Automated safety check: Pass | Apache-2.0 |
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Related
Works with
Categories
Questions about Paper Analysis Assistant
What does Paper Analysis Assistant do?
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！. Paper Analysis Assistant is an agent skill from anbeime/skill.
When should I use Paper Analysis Assistant?
Paper Analysis Assistant fits situations like: tasks that involve Academic paper search; tasks that involve PDF.
How do I install Paper Analysis Assistant in Claude Code?
Run `npx skills add anbeime/skill --skill paper-analysis-assistant -a claude-code`. Or copy the skill folder (skills/paper-analysis-assistant/paper-analysis-assistant in anbeime/skill) into .claude/skills/paper-analysis-assistant in your project. Claude Code loads it when a task matches its description.
How do I install Paper Analysis Assistant in Codex?
Run `npx skills add anbeime/skill --skill paper-analysis-assistant -a codex`. Or copy the skill folder (skills/paper-analysis-assistant/paper-analysis-assistant in anbeime/skill) into .agents/skills/paper-analysis-assistant in your project. Codex loads it when a task matches its description.
Can I use Paper Analysis Assistant in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add anbeime/skill --skill paper-analysis-assistant -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/paper-analysis-assistant, .gemini/skills/paper-analysis-assistant, .github/skills/paper-analysis-assistant and .opencode/skills/paper-analysis-assistant in your project.
What does Paper Analysis Assistant need to run?
Going by SKILL.md and its folder, Paper Analysis Assistant needs Python for the scripts in its folder and the command-line tools its instructions call (python). Our summary lists: Python 3.
Does Paper Analysis Assistant access the network?
SKILL.md names 1 domain. In commands or code: arxiv.org; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.
Is Paper Analysis Assistant safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Paper Analysis Assistant use?
No licence was found for Paper Analysis Assistant or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Paper Analysis Assistant use?
About 972 tokens (SKILL.md is roughly 3.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 239 tokens, read only when the agent opens those files.
What are the alternatives to Paper Analysis Assistant?
Skills that share tags, products or a category with Paper Analysis Assistant: Summary (alaliqing/claude-paper, 344 stars), Paper Reading (Edwardxlai/easyread, 848 stars), Ref Downloader (ltczding-gif/ref-downloader, 139 stars) and Paper Reading (sodalone/paper-reading-skill, 142 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Paper Analysis Assistant?
anbeime (a GitHub user) maintains it in anbeime/skill, which has 7,648 GitHub stars. The repository holds 39 skills in this directory. The repository was last updated on October 7, 2026.
Source: anbeime/skill on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.