paper-reading

Summarize and analyze research papers with structured summaries and optional SVG diagrams.

252|36|Updated Feb 25, 2026
One-click install
npx skills add https://github.com/Mizoreww/awesome-claude-code-config --skill paper-reading-mizoreww
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: paper-reading
Source: https://github.com/Mizoreww/awesome-claude-code-config/tree/main/skills/paper-reading
Command: npx skills add https://github.com/Mizoreww/awesome-claude-code-config --skill paper-reading-mizoreww

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires pymupdf4llm, pymupdf, python-docx, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill addresses the need for efficient reading and summarizing of scientific research papers, offering users a concise overview of a paper's content.

Core Features & Use Cases

  • Automated Paper Summarization: Generate a summary or styled HTML summary with diagrams for quick comprehension.
  • Paper Analysis: Identifies the paper type, extracts figures, and applies structured templates for analysis.
  • Use Case: For a user who wants to quickly understand the core insights of a paper without spending hours reading it.

Quick Start

Ask the paper-reading skill to read and summarize the paper found at 'https://arxiv.org/pdf/2102.03418.pdf'.

Frequently Asked Questions about paper-reading

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

FAQPage Schema
How do I summarize a research paper from a PDF link?

To summarize a research paper, you provide the PDF link to the skill, which then extracts key information, identifies the paper type, and generates a structured summary. This automates understanding complex academic papers for quick comprehension.

Can I extract figures and generate diagrams when analyzing an academic paper?

Yes, academic paper analysis includes extracting figures and applying structured templates to present the content. The skill can also generate optional SVG diagrams alongside the styled HTML summary to visually map the research insights.

Do I need Python libraries to process PDF files for paper analysis?

Yes, you need Python libraries for PDF handling and image processing. The skill specifically requires pymupdf, pymupdf4llm, and python-docx to extract text and process the research paper content effectively.

What is the best way to quickly understand the core insights of a research paper?

The best way to understand research paper insights is using an automated paper summarization tool that extracts key information and identifies the paper type. This provides a concise overview without requiring hours of manual reading.

Does this paper analysis tool work with arxiv links directly?

Yes, the paper analysis tool works directly with arxiv links. You can prompt the skill to read and summarize papers by providing the direct URL to the PDF, such as an arxiv pdf link, for immediate processing.

Are there limitations when using automated tools for scientific paper summarization?

Automated scientific paper summarization relies on extracting text from PDFs using Python libraries, so limitations may arise with heavily image-based or non-standard PDF formats. It is designed for academic and professional research workflows rather than casual reading.