qwen_agent/skills/developing/mineru/SKILL.md

name	description	category	metadata
mineru	An AI-Native skill for parsing PDF / Office / image files into Markdown with MinerU — a fast, zero-config document parser for AI agents. Works with NO token via the Agent API and auto-upgrades to the Standard API (token) for large files, batches, and DOCX/HTML/LaTeX export. Use when converting PDF/Word/PPT/Excel/image documents, extracting text/tables/formulas, running OCR, or batch processing.	Document Processing	author version argument-hint Nebutra 3.3.1 <pdf-file-or-url>

MinerU PDF Parser

Parse PDF, Office, and image documents into structured Markdown via the MinerU API.

Quick Start

# Zero-config: no token, no install (free Agent API)
python3 "${CLAUDE_PLUGIN_ROOT}/scripts/mineru.py" ./document.pdf --output ./output/

# Pipe Markdown back to an agent
python3 "${CLAUDE_PLUGIN_ROOT}/scripts/mineru.py" ./document.pdf --stdout

# Power mode: token unlocks large files / batch / extra formats
export MINERU_TOKEN="..."   # https://mineru.net/apiManage/token
python3 "${CLAUDE_PLUGIN_ROOT}/scripts/mineru.py" ./pdfs/ --output ./output/ --workers 8 --resume

Features

• Auto-routing: free Agent API by default, auto-upgrades to the Standard API (token) for large/batch/extra-format jobs
• Multi-modal: PDF, images, Word, PPT, Excel, HTML
• High-performance OCR: --ocr with language selection (--lang)
• Formula & table recognition: LaTeX formulas, structured tables
• Multi-format export: Markdown (default), plus DOCX / HTML / LaTeX
• AI-Native output: --stdout (Markdown) and --json (machine status)
• Batch + resume: parallel workers with --resume
• Zero dependencies: standard library only

Authentication

A token is optional — the Agent API works without one. Set a token to unlock the Standard API (≤ 200 MB / ≤ 200 pages, batch, DOCX/HTML/LaTeX):

export MINERU_TOKEN="your-token-here"   # https://mineru.net/apiManage/token

Official API docs: https://mineru.net/apiManage/docs