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AI EngineeringPython

Paper Analyzer

by zsyggg

Paper Analyzer is an AI Engineering skill for Claude Code, published by zsyggg in paper-craft-skills.

1.1K stars68 forkson zsyggg/paper-craft-skillsAdded 2026/08/21+1% in starsRepository updated 2026/05/29
academicai-toolsarxivclaude-codepaper-readingpdf-analysisresearchskills
Install in seconds
Install Paper Analyzer
Copy Paper Analyzer into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.
terminal
npx degit https://github.com/zsyggg/paper-craft-skills/tree/main/skills/paper-analyzer ~/.claude/skills/paper-analyzer

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/zsyggg/paper-craft-skills.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file
skills/paper-analyzer/SKILL.md in zsyggg/paper-craft-skills
Installs to
~/.claude/skills/paper-analyzer
Collection
One of 3 skills cataloged from this repository
Category
AI Engineering2451 skills

What Paper Analyzer does

Paper Analyzer turns academic papers into detailed, shareable HTML essays with formula rendering, Mermaid diagrams, and codebase cross-checks. Use it when you want a paper explained clearly from abstract to implementation.

Paper Analyzer is cataloged under AI Engineering on DirSkills. Paper Analyzer comes from a repository tagged academic, ai-tools, arxiv, claude-code and paper-reading.

Documentation

README

Paper Analyzer — 学术论文深度解析

⚠️ 这是生产级指令。你的唯一任务:产出一篇让读者觉得"比我读论文还清楚"的深度HTML长文。

快速使用

/paper-analyzer https://arxiv.org/abs/2605.07363
/paper-analyzer /path/to/paper.pdf
/paper-analyzer  粘贴文本

强制工作流(每一步必须执行,不可跳过)

Round 1:获取论文全文 ⛔

输入 执行
arxiv URL 同时读 arxiv.org/abs/(摘要)和 arxiv.org/html/(全文HTML)
PDF路径 用PDF读取工具读全文。分多次直到全部获取
文本 全部使用

自检:有没有完整内容?没有 → 换方式继续。

Round 2:搜索开源代码 ⛔

  1. 从论文中提取代码仓库链接(通常在页脚或 Introduction 末)
  2. 没有则用论文标题+作者名搜索 GitHub
  3. 克隆:git clone --depth 1 <url> /tmp/paper_code
  4. 阅读 README → 核心源码文件 → 配置文件

根据代码状态分支处理

This is the opening of the README. Read the full README on GitHub.

Commands Paper Analyzer provides

Slash commands named in this skill’s SKILL.md, listed in the order they first appear.

  • /paper-analyzer

Frequently asked about Paper Analyzer

  • What else does zsyggg publish alongside Paper Analyzer?

    Paper Analyzer is one of 3 skills that DirSkills catalogs from zsyggg/paper-craft-skills, the repository it ships in. Its siblings there include Paper Deck and Paper Method Illustrated. Each one is a separate skill with its own page in this directory, installs the same way Paper Analyzer does, and is maintained by zsyggg in that same repository. The rest of the collection is listed on the zsyggg/paper-craft-skills page.

  • How does Paper Analyzer compare to other AI Engineering skills?

    Paper Analyzer ranks #1318 by stars among the 2451 AI Engineering skills in this catalog. The most-starred ones next to it are Architecture Decision Records, AI-First Engineering and Agentic OS. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Paper Analyzer against them. Open each page to compare what they document and how they install.