Summarize Pdf

通过 MinerU Open API 的 mineru-open-api flash-extract 命令，把本地 PDF 文件或 PDF 链接转换为 Markdown，支持页范围选择与语言提示，单文档上限 10MB、20 页，无需 API 密钥；输出仅 Markdown，图片、表格和公式可能以占位符替代，大文件或完整资源提取需改用带鉴权的 extract。

tanis90

热度 74.08

最近更新 2026-05-11 17:36:07

分类：效率依赖：代码执行 / 读写文件 / 第三方 API应用场景：文件转换 / 摘要总结

安装技能

复制下面的话术发给你的 Agent，它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill： npx secure-skills-cli add summarize-pdf

Metadata

name: summarize-pdf
description: PDF to Markdown converter - extract text, tables and formulas from PDF files to clean Markdown. Use when converting PDF documents, extracting PDF content, parsing PDF text, or summarizing PDF reports.
homepage: https://mineru.net
metadata: {"openclaw":{"emoji":"📄","requires":{"bins":["mineru-open-api"]},"install":[{"id":"npm","kind":"node","package":"mineru-open-api","bins":["mineru-open-api"],"label":"Install via npm"},{"id":"uv","kind":"uv","package":"mineru-open-api","bins":["mineru-open-api"],"label":"Install via uv"},{"id":"go","kind":"go","package":"github.com/opendatalab/MinerU-Ecosystem/cli/mineru-open-api","bins":["mineru-open-api"],"label":"Install via go install","os":["darwin","linux"]}]}}

Summarize PDF - Quick Content Extraction

Convert PDF files to clean Markdown using MinerU Open API. No API key required.

Quick Start

# Summarize PDF - Quick Content Extraction
mineru-open-api flash-extract report.pdf

# Summarize PDF - Quick Content Extraction
mineru-open-api flash-extract https://cdn-mineru.openxlab.org.cn/demo/example.pdf

# Summarize PDF - Quick Content Extraction
mineru-open-api flash-extract report.pdf -o ./output/

# Summarize PDF - Quick Content Extraction
mineru-open-api flash-extract report.pdf --pages 1-10

Language Rule

You MUST reply to the user in the SAME language they use. This is non-negotiable.

Capabilities

Extracts text, tables, and formulas from PDF
Supports both local files and URLs directly
Page range selection with --pages
Language hint with --language (default: ch, use en for English)
No API key, no signup, no authentication
Max 10MB / 20 pages per document

When to Use

User asks to "read", "extract", "convert", or "parse" a PDF
User shares a PDF file or PDF link and asks for its content
User wants to summarize or analyze a PDF document
User needs PDF content in Markdown format

CLI Reference

Run mineru-open-api flash-extract --help for all available options.

Data Flow

flash-extract sends the document to the MinerU API (mineru.net) for processing and returns Markdown. This is a stateless API call — no account, no persistent storage. MinerU is an open-source project by OpenDataLab (Shanghai AI Lab): https://github.com/opendatalab/MinerU

Notes

Output is Markdown only; images/tables/formulas may be replaced with placeholders
For larger files (up to 200MB/600 pages) or precision extraction with full assets, use mineru-open-api extract (requires auth via mineru-open-api auth)
If the CLI cannot be installed via npm/uv/go, download it from https://mineru.net/ecosystem?tab=cli