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paper-reading

Download and analyze academic papers to generate structured notes and code.

1|Updated Jan 8, 2026
Search Tags:#analysis#code-generation#knowledge-graph#arxiv#paper-reading#Moonshot AI
One-click install
npx skills add https://github.com/flashpoint493/paper-reading-framework --skill paper-reading
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: paper-reading
Source: https://github.com/flashpoint493/paper-reading-framework/tree/main/.claude/skills/paper-reading
Command: npx skills add https://github.com/flashpoint493/paper-reading-framework --skill paper-reading

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill automates the end-to-end workflow of academic paper processing: downloading papers, performing AI-driven analysis, creating structured notes, generating summaries, building knowledge graphs, and producing runnable code frameworks. It reduces manual effort and accelerates research translation.

Core Features & Use Cases

  • Intelligent paper acquisition from arXiv, SIGGRAPH, and other sources.
  • AI-powered deep analysis to extract methods, results, and potential implementations.
  • Automatic generation of notes, summaries, and knowledge graphs to organize insights.
  • Code framework generation and implementation guidance to accelerate real-world execution.
  • Flexible usage via Python API, CLI, or integration as an AI IDE Skill.

Quick Start

Install dependencies and configure MOONSHOT_API_KEY. Then run one of these commands:

  • Download: python .claude/skills/paper-reading/scripts/paper_skill.py <arxiv_id> --action download
  • Analyze: python .claude/skills/paper-reading/scripts/paper_skill.py <arxiv_id> --action analyze
  • Full: python .claude/skills/paper-reading/scripts/paper_skill.py <arxiv_id> --action full

Frequently Asked Questions about paper-reading

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How can I automatically extract insights and code from academic papers?▼

This Skill downloads papers from arXiv and other sources, then uses AI analysis to extract structured notes, summaries, and implementable code frameworks in a single workflow, accelerating research translation without manual processing.

Can I generate code from research papers using arXiv papers?▼

Yes. The Skill analyzes arXiv papers to identify methods and results, then automatically generates runnable code frameworks and implementation guidance tailored to each paper's findings.

What do I need to set up paper analysis with the Moonshot API?▼

Install Python dependencies via pip, configure your MOONSHOT_API_KEY as an environment variable or in config.yaml, then run the paper_skill.py script with your arXiv ID and desired action: download, analyze, or full.

How do I build knowledge graphs from academic papers?▼

The Skill performs AI-driven analysis on papers to automatically generate knowledge graphs that organize extracted insights, methods, and relationships, creating a structured map of paper content for research synthesis.

What formats and sources does the paper analysis support?▼

Paper analysis supports arXiv, SIGGRAPH, and other academic publishers. The Skill handles download, analysis, and code generation across these sources within a unified Python-based workflow.

Can I integrate paper analysis into my AI IDE workflow?▼

Yes. The Skill works as a Python API, CLI tool, or integrated AI IDE Skill, allowing flexible usage for downloading papers, analyzing content, and generating code across research and development pipelines.

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