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shibuiwilliam
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analyze-paper

Parse arXiv PDFs and generate detailed academic paper reports.

Updated Jan 24, 2026
Search Tags:#report generation#arxiv#academic paper analysis#research paper summarization#survey paper analysis#pdf chunking
One-click install
npx skills add https://github.com/shibuiwilliam/paper2detail --skill analyze-paper-shibuiwilliam
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: analyze-paper
Source: https://github.com/shibuiwilliam/paper2detail/tree/main/.claude/skills/analyze-paper
Command: npx skills add https://github.com/shibuiwilliam/paper2detail --skill analyze-paper-shibuiwilliam

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill automates the in-depth analysis of academic papers, transforming complex research into understandable reports, even for lengthy documents.

Core Features & Use Cases

  • Comprehensive Analysis: Generates detailed reports covering paper sections, key findings, and references.
  • Long Document Handling: Efficiently processes papers exceeding 100 pages through chunking.
  • Use Case: You need to quickly understand the core contributions and methodology of a 150-page survey paper on AI agents. This Skill will break it down, analyze each section, and provide a structured report.

Quick Start

Analyze the arXiv paper at https://arxiv.org/abs/2401.12345 and generate a detailed report.

Frequently Asked Questions about analyze-paper

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

FAQPage Schema
How do I analyze arXiv papers and generate a structured research summary?▼

To analyze arXiv papers, the Skill parses PDF content, identifies whether it is a survey or research paper, and generates a structured report covering key findings, methodologies, and experimental results.

Can I summarize lengthy academic PDFs that exceed 100 pages?▼

Yes, lengthy academic PDFs are handled efficiently through PDF chunking, which breaks down long documents exceeding 100 pages to process and summarize each section without losing context.

How does survey paper analysis differ from standard research paper summarization?▼

Survey paper analysis involves identifying the paper type during PDF parsing, allowing the Skill to adjust its extraction focus to map broader literature reviews rather than isolated experimental results.

What is the best way to extract methodology and experimental results from academic papers?▼

The best way to extract methodologies and experimental results is by parsing the PDF content into chunks, identifying the paper type, and applying strict stylistic guidelines to generate a detailed report.

Does automated academic paper analysis work with any arXiv PDF link?▼

Yes, automated academic paper analysis works with arXiv PDF links by parsing the document content, extracting references, and generating a detailed report regardless of the document length.

What are the limitations of automated research paper summarization?▼

Automated research paper summarization relies on parsing PDF content and identifying paper types, meaning it is constrained by the structure of the academic PDF and the clarity of the extracted text chunks.

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