literature-parsing

Convert PDF literature to Markdown and extract embedded figures.

52|11|Updated Mar 10, 2026
One-click install
npx skills add https://github.com/InternScience/ChemClaw --skill literature-parsing
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: literature-parsing
Source: https://github.com/InternScience/ChemClaw/tree/main/skills/literature-parsing
Command: npx skills add https://github.com/InternScience/ChemClaw --skill literature-parsing

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

PDF literature often exists as static documents that are difficult to edit or reuse. This Skill converts PDFs into clean, editable Markdown and automatically extracts embedded figures for reuse in notes and papers.

Core Features & Use Cases

  • PDF → Markdown conversion with preserved structure and formatting.
  • Figure extraction: pull embedded images and store them alongside the Markdown.
  • Batch processing: handle multiple PDFs in a single run for literature reviews.
  • Metadata extraction: capture title, authors, and page information for reference management.

Quick Start

Ask the system to convert a PDF to Markdown with embedded figures to produce a document and an images folder.

Frequently Asked Questions about literature-parsing

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

FAQPage Schema
How do I convert PDF documents to Markdown with figures extracted?

To convert PDFs to Markdown with figures, the Skill parses literature using MinerU as the backend to produce structured Markdown, an images directory, and metadata. It automatically extracts embedded images and preserves the original document layout during conversion.

Can I process multiple PDFs for a literature review at once?

Yes, you can process multiple PDFs for a literature review at once using batch processing. This feature handles multiple PDF files in a single run, outputting structured Markdown and extracted figures for each document to streamline literature management.

Does MinerU preserve document formatting and layout when parsing PDFs?

Yes, MinerU preserves document formatting and layout when parsing PDFs. The conversion relies on MinerU as the parsing backend to maintain the original structure and formatting, ensuring the resulting editable Markdown accurately reflects the source literature.

How do I extract metadata like title and authors from PDF literature?

To extract metadata like title and authors from PDF literature, the Skill automatically captures this information along with page details during the conversion process. This produces metadata outputs specifically structured for reference management.

What is the best way to extract embedded images from PDF files?

The best way to extract embedded images from PDF files is using a parsing tool that isolates figures into a separate directory. This Skill pulls embedded images and stores them alongside the generated Markdown for easy reuse in notes and papers.