Paper2html
cnfjlhj/ai-collab-playbook
A skill your agent uses when turning an academic paper PDF/arXiv/OpenReview page/local LaTeX source into a single-file Chinese HTML deep-reading page, especially when the user wants a Cheat-Sheet…
论文解读助手。适用于用户发送 arXiv 论文链接，并希望下载论文、解读论文、生成读书笔记、做论文拆解或输出详细报告时使用。会在工作目录创建论文文件夹、下载 PDF 与 TeX Source（如有）、生成中文 Markdown 报告。默认先交付初稿，不自动复查；如果用户明确同意，再安排后续复查。不适用于只要简短推荐语的情况。
Install Paper Interpreter
$ npx skills add chujianyun/skills --skill paper-interpreter -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install chujianyun/skills paper-interpreter --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/chujianyun/skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/paper-interpreter .claude/skills/paper-interpreter && 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-interpreter" agent skill from https://github.com/chujianyun/skills/tree/main/skills/paper-interpreter into .claude/skills/paper-interpreter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-interpreter", 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/chujianyun/skills/tree/main/skills/paper-interpreterType 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 chujianyun/skills --skill paper-interpreter -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install chujianyun/skills paper-interpreter --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/chujianyun/skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/paper-interpreter .agents/skills/paper-interpreter && 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-interpreter" agent skill from https://github.com/chujianyun/skills/tree/main/skills/paper-interpreter into .agents/skills/paper-interpreter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-interpreter", 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 chujianyun/skills --skill paper-interpreter -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install chujianyun/skills paper-interpreter --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/chujianyun/skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/paper-interpreter .cursor/skills/paper-interpreter && 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-interpreter" agent skill from https://github.com/chujianyun/skills/tree/main/skills/paper-interpreter into .cursor/skills/paper-interpreter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-interpreter", 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/chujianyun/skills.git --path skills/paper-interpreter--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 chujianyun/skills --skill paper-interpreter -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install chujianyun/skills paper-interpreter --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/chujianyun/skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/paper-interpreter .gemini/skills/paper-interpreter && 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-interpreter" agent skill from https://github.com/chujianyun/skills/tree/main/skills/paper-interpreter into .gemini/skills/paper-interpreter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-interpreter", 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 chujianyun/skills paper-interpreterInstalls 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 chujianyun/skills --skill paper-interpreter -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/chujianyun/skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/paper-interpreter .github/skills/paper-interpreter && 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-interpreter" agent skill from https://github.com/chujianyun/skills/tree/main/skills/paper-interpreter into .github/skills/paper-interpreter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-interpreter", 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 chujianyun/skills --skill paper-interpreter -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install chujianyun/skills paper-interpreter --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/chujianyun/skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/paper-interpreter .opencode/skills/paper-interpreter && 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-interpreter" agent skill from https://github.com/chujianyun/skills/tree/main/skills/paper-interpreter into .opencode/skills/paper-interpreter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-interpreter", 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-interpreter- GitHub stars
- 742
- Token cost
- ~810 tokens
- SKILL.md length
- 193 words
- Files
- 3 (incl. scripts, references)
- Skills in repo
- 35
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
论文解读助手。适用于用户发送 arXiv 论文链接，并希望下载论文、解读论文、生成读书笔记、做论文拆解或输出详细报告时使用。会在工作目录创建论文文件夹、下载 PDF 与 TeX Source（如有）、生成中文 Markdown 报告。默认先交付初稿，不自动复查；如果用户明确同意，再安排后续复查。不适用于只要简短推荐语的情况。
- Works in 8 steps: 先确认执行范围（必须先做） → 确定保存目录 → 初始化论文工作区 → …
- Tasks that involve LaTeX
- SKILL.md covers 适用场景, 设计模式, Gotchas and 工作流, plus 1 more section
- Runs Python scripts from its folder; calls python3; reaches arxiv.org
What it does
Paper Interpreter is an agent skill from chujianyun/skills. 论文解读助手。适用于用户发送 arXiv 论文链接，并希望下载论文、解读论文、生成读书笔记、做论文拆解或输出详细报告时使用。会在工作目录创建论文文件夹、下载 PDF 与 TeX Source（如有）、生成中文 Markdown 报告。默认先交付初稿，不自动复查；如果用户明确同意，再安排后续复查。不适用于只要简短推荐语的情况。
Its SKILL.md is about 810 tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including scripts and reference files (for example `references/report-outline.md` and `scripts/bootstrap_arxiv_paper.py`).
It sits in Documents & Office, covering LaTeX, Academic paper search and Diagrams. It works with arXiv and Mermaid. The repository describes itself as: WuMing's Claude Skills.
When your agent uses it
- Tasks that involve LaTeX
- Tasks that involve Academic paper search
- Tasks that involve Diagrams
Example prompts
- “/paper-interpreter”
Requirements
- Python 3
Workflow steps
8 steps, taken from the step headings in SKILL.md.
- 先确认执行范围（必须先做）
- 确定保存目录
- 初始化论文工作区
- 阅读材料并生成初版报告
- 初稿完成要求（必须执行）⚠️
- 报告写作要求
- 如需复查，必须先征得用户确认
- 复查任务的更新原则
What it can do on your machine
Read from SKILL.md and the folder at commit 13b27aa. 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 1 file in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
python3
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 Interpreter loads about 810 tokens when it runs, and up to ~1.4k if it reads all its reference files. Until then it costs about 45 tokens; SKILL.md has 193 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
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 193 words (~810 tokens).
- name
- paper-interpreter
Files
SKILL.md and 2 other files (scripts, references) in skills/paper-interpreter of chujianyun/skills.
- SKILL.md
- references/report-outline.md
- scripts/bootstrap_arxiv_paper.py
Open the folder on GitHubat commit 13b27aa
Compare with similar skills
Paper Interpreter 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 Interpreter this skillchujianyun/skills | 742 | — | ~810 | Automated safety check: Pass | Custom licence | |
| Paper2htmlcnfjlhj/ai-collab-playbook | 454 | — | ~2.4k | Automated safety check: Pass | None | |
| Paper Analyzerzsyggg/paper-craft-skills | 1.3k | — | ~1.9k | Automated safety check: Pass | None | |
| Arxiv Paper Processorwentorai/research-plugins | 298 | 1 repos | ~1.5k | Automated safety check: Pass | MIT | |
| Paper Interpretationdigoal/blog | 8.6k | — | ~1.5k | Automated safety check: Pass | GPL-2.0 | |
| Paper LensYSQ-boop/paper-lens | 101 | — | ~1.3k | Automated safety check: Pass | Apache-2.0 |
Similar skills
Paper Analyzer
zsyggg/paper-craft-skills
将学术论文转化为深度HTML长文。6轮强制工作流、代码仓库搜索、公式渲染、Mermaid图表. An agent skill from zsyggg/paper-craft-skills.
Arxiv Paper Processor
wentorai/research-plugins
Process and analyze arXiv papers systematically for research workflows
Paper Interpretation
digoal/blog
从论文 PDF 文件或论文 PDF URL 生成通俗易懂、图文并茂、带批判性评估的中文 Markdown 解读，并保存到当前项目的 markdown 目录。Use when the user asks to interpret,精读,解读,summarize,explain,analyze, or write an article from an academic paper PDF…
Paper Lens
YSQ-boop/paper-lens
Read and critically analyze one academic paper from an arXiv URL/ID or a local PDF, producing a source-grounded Markdown report that can grow from a quick read into a reviewer-level deep review.
Latex Paper Artifact
BingHanOfUESTC/open_agent_team
A skill your agent uses when producing the final arXiv-style LaTeX paper, BibTeX, figures, tables, reproducibility statement, appendix, and artifact manifest.
More from chujianyun/skills
All 35 skills in this repoBaize
chujianyun/skills
将公开或用户有权访问的 Wiki 完整转换为面向 Agent 的离线知识 Skill，并按原 Wiki 层级保存 Markdown、生成检索索引和逐文档哈希清单，支持无变化不落盘的手动或自动增量更新。当用户要求把 Wiki、文档站或帮助中心做成 Skill、同步已有 Wiki Skill、保持文档目录树或设置 Wiki Skill 自动更新时使用；不用于只摘要单篇网页或绕过登录、付费墙和访问控制。
Add Photo Certificate Watermarks
chujianyun/skills
为照片、身份证、护照、学位证、毕业证、资格证、营业执照等证件或证书扫描件及 PDF 添加本地文字水印。用户提出照片加版权水印、身份证或学历证件添加“仅限某用途”水印、资质文件批量加水印、生成水印预览，或需要保持头像、二维码、印章等区域可辨认时使用。支持 JPEG、PNG、WebP 和 PDF，默认先预览、保留原件并清除图片元数据。不用于去除水印、伪造或篡改证件内容，也不用于仅设计 Logo…
GitHub Code Interpreter
chujianyun/skills
GitHub 源码解读助手。适用于用户提供 GitHub 仓库链接，并希望解读源码、理解原理、分析架构、生成学习报告或快速上手文档时使用。会在 working 目录下生成源码解读和快速上手两份文档。默认先交付初稿，不自动复查；如果用户明确同意，再安排后续复查。不适用于仅克隆仓库或只要一句简介的场景。
Llama Index Wiki
chujianyun/skills
LlamaIndex 官方用户文档离线知识库，用于检索并回答 LlamaIndex Python 框架的安装、RAG、数据加载、索引、检索与查询、Agent、Workflow、模型、Embedding、向量库、评估、可观测性、部署、LlamaCloud 和 LlamaParse 等问题，也可生成有文档依据的示例代码与排障建议。当用户提到…
Qianwenai Wiki
chujianyun/skills
千问AI平台（Qianwen AI Platform / DashScope）官方文档离线知识库，用于检索并回答模型选择、API Key、OpenAI 兼容接口、DashScope SDK、文本与多模态生成、图像/视频/语音、Realtime API、Embedding、Reranking、Function Calling、MCP、批量调用、计费、Token Plan、API/SDK/CLI…
Qwenwork Wiki
chujianyun/skills
千问办公（QwenWork）官方文档 Wiki，用于查询网页端和桌面端使用、安装、工作台、技能与连接器、定时任务、IM 频道、企业管理及排障；也用于定位企业管理 API 文档。不用于千问AI平台、百炼或 DashScope 模型 API 接入，也不因普通办公任务而触发。
Related
Categories
Questions about Paper Interpreter
What does Paper Interpreter do?
论文解读助手。适用于用户发送 arXiv 论文链接，并希望下载论文、解读论文、生成读书笔记、做论文拆解或输出详细报告时使用。会在工作目录创建论文文件夹、下载 PDF 与 TeX Source（如有）、生成中文 Markdown 报告。默认先交付初稿，不自动复查；如果用户明确同意，再安排后续复查。不适用于只要简短推荐语的情况。. Paper Interpreter is an agent skill from chujianyun/skills.
When should I use Paper Interpreter?
Paper Interpreter fits situations like: tasks that involve LaTeX; tasks that involve Academic paper search; tasks that involve Diagrams.
How do I install Paper Interpreter in Claude Code?
Run `npx skills add chujianyun/skills --skill paper-interpreter -a claude-code`. Or copy the skill folder (skills/paper-interpreter in chujianyun/skills) into .claude/skills/paper-interpreter in your project. Claude Code loads it when a task matches its description.
How do I install Paper Interpreter in Codex?
Run `npx skills add chujianyun/skills --skill paper-interpreter -a codex`. Or copy the skill folder (skills/paper-interpreter in chujianyun/skills) into .agents/skills/paper-interpreter in your project. Codex loads it when a task matches its description.
Can I use Paper Interpreter 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 chujianyun/skills --skill paper-interpreter -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-interpreter, .gemini/skills/paper-interpreter, .github/skills/paper-interpreter and .opencode/skills/paper-interpreter in your project.
What does Paper Interpreter need to run?
Going by SKILL.md and its folder, Paper Interpreter needs Python for the scripts in its folder and the command-line tools its instructions call (python3). Our summary lists: Python 3.
Does Paper Interpreter 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 Interpreter 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 Interpreter use?
Paper Interpreter has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Paper Interpreter use?
About 810 tokens (SKILL.md is roughly 3.2k 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 599 tokens, read only when the agent opens those files.
What are the alternatives to Paper Interpreter?
Skills that share tags, products or a category with Paper Interpreter: Paper2html (cnfjlhj/ai-collab-playbook, 454 stars), Paper Analyzer (zsyggg/paper-craft-skills, 1.3k stars), Arxiv Paper Processor (wentorai/research-plugins, 298 stars) and Paper Interpretation (digoal/blog, 8.6k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Paper Interpreter?
chujianyun (a GitHub user) maintains it in chujianyun/skills, which has 742 GitHub stars. The repository holds 35 skills in this directory. The repository was last updated on October 9, 2026.
Source: chujianyun/skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.