Paper Interpreter
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。
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.
Install Paper Analyzer
$ npx skills add zsyggg/paper-craft-skills --skill paper-analyzer -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install zsyggg/paper-craft-skills paper-analyzer --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/zsyggg/paper-craft-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/paper-analyzer .claude/skills/paper-analyzer && 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-analyzer" agent skill from https://github.com/zsyggg/paper-craft-skills/tree/main/skills/paper-analyzer into .claude/skills/paper-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-analyzer", 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/zsyggg/paper-craft-skills/tree/main/skills/paper-analyzerType 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 zsyggg/paper-craft-skills --skill paper-analyzer -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install zsyggg/paper-craft-skills paper-analyzer --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/zsyggg/paper-craft-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/paper-analyzer .agents/skills/paper-analyzer && 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-analyzer" agent skill from https://github.com/zsyggg/paper-craft-skills/tree/main/skills/paper-analyzer into .agents/skills/paper-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-analyzer", 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 zsyggg/paper-craft-skills --skill paper-analyzer -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install zsyggg/paper-craft-skills paper-analyzer --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/zsyggg/paper-craft-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/paper-analyzer .cursor/skills/paper-analyzer && 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-analyzer" agent skill from https://github.com/zsyggg/paper-craft-skills/tree/main/skills/paper-analyzer into .cursor/skills/paper-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-analyzer", 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/zsyggg/paper-craft-skills.git --path skills/paper-analyzer--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 zsyggg/paper-craft-skills --skill paper-analyzer -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install zsyggg/paper-craft-skills paper-analyzer --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/zsyggg/paper-craft-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/paper-analyzer .gemini/skills/paper-analyzer && 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-analyzer" agent skill from https://github.com/zsyggg/paper-craft-skills/tree/main/skills/paper-analyzer into .gemini/skills/paper-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-analyzer", 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 zsyggg/paper-craft-skills paper-analyzerInstalls 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 zsyggg/paper-craft-skills --skill paper-analyzer -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/zsyggg/paper-craft-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/paper-analyzer .github/skills/paper-analyzer && 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-analyzer" agent skill from https://github.com/zsyggg/paper-craft-skills/tree/main/skills/paper-analyzer into .github/skills/paper-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-analyzer", 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 zsyggg/paper-craft-skills --skill paper-analyzer -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install zsyggg/paper-craft-skills paper-analyzer --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/zsyggg/paper-craft-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/paper-analyzer .opencode/skills/paper-analyzer && 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-analyzer" agent skill from https://github.com/zsyggg/paper-craft-skills/tree/main/skills/paper-analyzer into .opencode/skills/paper-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-analyzer", 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-analyzer- GitHub stars
- 1.3k
- Token cost
- ~1.9k tokens
- SKILL.md length
- 272 words
- Files
- 10 (incl. scripts)
- Skills in repo
- 3
- Repo updated
- First seen
- Licence
- None found
At a glance
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.
- Works in 4 steps: 从论文中提取代码仓库链接（通常在页脚或 Introduction 末） → 没有则用论文标题+作者名搜索 GitHub → 克隆：git clone --depth 1 /tmp/paper_code → …
- Tasks that involve Diagrams
- SKILL.md covers 快速使用, 强制工作流（每一步必须执行，不可跳过）, 三风格详细要求 and HTML 输出模板, plus 2 more sections
- Runs Python scripts from its folder; calls git; reaches cdn.jsdelivr.net and arxiv.org
What it does
Paper Analyzer is an agent skill from 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。 3种写作风格，输出可直接分享的精美HTML页面。
Its SKILL.md is about 1.9k tokens, which your agent loads only when the skill is triggered. The skill folder holds 11 other files, including scripts (for example `cover-prompt.md`, `scripts/extract_paper_info.py` and `scripts/generate_html.py`).
It sits in Research & Science, covering Diagrams and Academic paper search. It works with Mermaid and arXiv. The repository describes itself as: Claude Code skills for academic papers: deep analysis, comics, summaries | 论文工艺：深度解读、漫画生成、速览总结.
When your agent uses it
- Tasks that involve Diagrams
- Tasks that involve Academic paper search
Example prompts
- “/paper-analyzer”
Requirements
- Python 3
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- 从论文中提取代码仓库链接（通常在页脚或 Introduction 末）
- 没有则用论文标题+作者名搜索 GitHub
- 克隆：git clone --depth 1 /tmp/paper_code
- 阅读 README → 核心源码文件 → 配置文件
What it can do on your machine
Read from SKILL.md and the folder at commit 3be47a2. 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 2 files in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
git
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:
cdn.jsdelivr.netarxiv.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 Analyzer loads about 1.9k tokens when it runs. Until then it costs about 22 tokens; SKILL.md has 272 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 272 words (~1,893 tokens).
- name
- paper-analyzer
Files
SKILL.md and 9 other files (scripts) in skills/paper-analyzer of zsyggg/paper-craft-skills.
- SKILL.md
- cover-prompt-simple.txt
- cover-prompt.md
- scripts/extract_paper_info.py
- scripts/generate_html.py
- styles/academic.md
- styles/concise.md
- styles/storytelling.md
- styles/with-code.md
- styles/with-formulas.md
Open the folder on GitHubat commit 3be47a2
Compare with similar skills
Paper Analyzer 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 Analyzer this skillzsyggg/paper-craft-skills | 1.3k | — | ~1.9k | Automated safety check: Pass | None | |
| Paper Interpreterchujianyun/skills | 742 | — | ~810 | Automated safety check: Pass | Custom licence | |
| Plotting AgentAr9av/PaperOrchestra | 679 | 1 repos | ~2.3k | Automated safety check: Pass | Custom licence | |
| Markdown Mermaid Writingneflibata-feng/MyArxiv-Agent | 126 | 5 repos | ~3.8k | Automated safety check: Notes | Apache-2.0 | |
| Huashu Reportalchaincyf/huashu-report | 447 | — | ~1.4k | Automated safety check: Pass | MIT | |
| Literature PDF OCR Library BuilderLigphiDonk/Oh-my--paper | 739 | — | ~1.1k | Automated safety check: Pass | MIT |
Similar skills
Plotting Agent
Ar9av/PaperOrchestra
Step 2 of the PaperOrchestra pipeline (arXiv:2604.05018). An agent skill from Ar9av/PaperOrchestra.
Markdown Mermaid Writing
neflibata-feng/MyArxiv-Agent
Comprehensive markdown and Mermaid diagram writing skill that establishes text-based diagrams as the DEFAULT documentation standard.
Huashu Report
alchaincyf/huashu-report
做机构级研究报告与学术论文——行业报告、白皮书、年度调研、数据洞察、arXiv论文，也含16:9咨询deck型报告（一页一结论）。定结构、写发现、建图表视觉系统。规范提炼自2026年顶级机构报告实测。单篇文章、纯演示PPT不适用（走design/slides）。
Literature PDF OCR Library Builder
LigphiDonk/Oh-my--paper
Searches and downloads legally accessible academic PDFs, OCRs them to Markdown, and organizes the results into a traceable, AI-readable literature library.
Paper Reading
Edwardxlai/easyread
论文共读：用 EasyRead（E:\CursorProject\easyread）这个本地工具读论文。用户给一篇 PDF 或 arXiv 编号时，导入文献库、翻译成中文（后台引擎或对话里的 agent 亲自译）；之后边读边讨论，agent 读用户在页面上的笔记和提问，把回答、解释、原文核对提示追加到对应段落旁。用于…
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Related
Questions about Paper Analyzer
What does Paper Analyzer do?
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. Paper Analyzer is an agent skill from zsyggg/paper-craft-skills.
When should I use Paper Analyzer?
Paper Analyzer fits situations like: tasks that involve Diagrams; tasks that involve Academic paper search.
How do I install Paper Analyzer in Claude Code?
Run `npx skills add zsyggg/paper-craft-skills --skill paper-analyzer -a claude-code`. Or copy the skill folder (skills/paper-analyzer in zsyggg/paper-craft-skills) into .claude/skills/paper-analyzer in your project. Claude Code loads it when a task matches its description.
How do I install Paper Analyzer in Codex?
Run `npx skills add zsyggg/paper-craft-skills --skill paper-analyzer -a codex`. Or copy the skill folder (skills/paper-analyzer in zsyggg/paper-craft-skills) into .agents/skills/paper-analyzer in your project. Codex loads it when a task matches its description.
Can I use Paper Analyzer 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 zsyggg/paper-craft-skills --skill paper-analyzer -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-analyzer, .gemini/skills/paper-analyzer, .github/skills/paper-analyzer and .opencode/skills/paper-analyzer in your project.
What does Paper Analyzer need to run?
Going by SKILL.md and its folder, Paper Analyzer needs Python for the scripts in its folder and the command-line tools its instructions call (git). Our summary lists: Python 3.
Does Paper Analyzer access the network?
SKILL.md names 2 domains. In commands or code: cdn.jsdelivr.net and arxiv.org; the agent is likely to contact these when it follows the instructions. This is read from the text; nothing was executed.
Is Paper Analyzer 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 Analyzer use?
No licence was found for Paper Analyzer or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Paper Analyzer use?
About 1.9k tokens (SKILL.md is roughly 7.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Paper Analyzer?
Skills that share tags, products or a category with Paper Analyzer: Paper Interpreter (chujianyun/skills, 742 stars), Plotting Agent (Ar9av/PaperOrchestra, 679 stars), Markdown Mermaid Writing (neflibata-feng/MyArxiv-Agent, 126 stars) and Huashu Report (alchaincyf/huashu-report, 447 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Paper Analyzer?
zsyggg (a GitHub user) maintains it in zsyggg/paper-craft-skills, which has 1,296 GitHub stars. The repository holds 3 skills in this directory. The repository was last updated on May 29, 2026.
Source: zsyggg/paper-craft-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.