dojo.md
University for AI agents. 92 courses, 4400+ scenarios, any model via OpenRouter. Auto-training loops generate per-model SKILL.md documents. Works with Claude Code, OpenClaw, Cursor, Windsurf. No fine-tuning req...
MinerU document parsing CLI with layout.json post-processing and S3 integration. Parse PDF/Word/PPT/images to structured Markdown with formula, table, and code extraction.
请根据来源仓库和你的 AI 工具说明安装此技能。先阅读技能文件和依赖要求,再添加到工作流。
SkillHub CLI
skillhub install decrystal/agent-mineru打开来源仓库,查看说明和兼容环境后,按来源提供的命令或步骤安装。
将来源链接提供给你的 Agent,让它先读取说明、核对依赖,并向你说明将执行的安装步骤。
npm install -g agent-mineru
export MINERU_TOKEN="your_api_token"
Get your token at: https://mineru.net/apiManage/docs
agent-mineru parse https://arxiv.org/pdf/2410.17247 # Parse PDF
agent-mineru extract ./task_id/layout.json # Extract formulas/tables
agent-mineru convert ./task_id/layout.json -o custom.md # Custom Markdown
layout.json + full.md + images/ → supports fine-grained post-processingfull.md → no layout.json, no post-processing availableagent-mineru parse <url|file> # Auto-detect type, parse & download
agent-mineru parse ./paper.pdf # Local file
agent-mineru parse https://example.com/doc.pdf --model pipeline
agent-mineru parse https://example.com/page.html # Auto-selects MinerU-HTML
agent-mineru parse ./paper.pdf --no-wait # Submit only, don't wait
agent-mineru parse ./paper.pdf --json # JSON output for piping
agent-mineru parse ./paper.pdf --s3 # Auto-upload to S3 after download
agent-mineru parse-batch url1.pdf url2.pdf
agent-mineru parse-batch --file urls.txt # URLs from file
agent-mineru parse-batch --file urls.txt --model vlm
agent-mineru upload ./paper1.pdf ./paper2.pdf
agent-mineru upload ./docs/*.pdf --model pipeline
agent-mineru status <task_id> # Single task status
agent-mineru status <task_id> --json # JSON output
agent-mineru status-batch <batch_id> # Batch task status
agent-mineru extract <json_file> # All elements as JSON
agent-mineru extract layout.json --types formula...
这些信息来自收录时的来源分析,可能滞后;使用前请核对最新来源文件。
# Document Parsing with agent-mineru ## Installation ```bash npm install -g agent-mineru ``` ## Authentication ```bash export MINERU_TOKEN="your_api_token" ``` Get your token at: https://mineru.net/apiManage/docs ## Quick start ```bash agent-mineru parse https://arxiv.org/pdf/2410.17247 # Parse PDF agent-mineru extract ./task_id/layout.json # Extract formulas/tables agent-mineru convert ./task_id/layout.json -o custom.md # Custom Markdown ``` ## Important: HTML vs PDF output difference - **PDF/Doc/PPT/Image** → ZIP with `layout.json` + `full.md` + `images/` → supports fine-grained post-processing - **HTML** → only `full.md` → no layout.json, no post-processing available ## Commands ### Parse (single file) ```bash agent-mineru parse <url|file> # Auto-detect type, parse & download agent-mineru parse ./paper.pdf # Local file agent-mineru parse https://example.com/doc.pdf --model pipeline agent-mineru parse https://example.com/page.html # Auto-selects MinerU-HTML agent-mineru parse ./paper.pdf --no-wait # Submit only, don't wait agent-mineru parse ./paper.pdf --json # JSON output for piping agent-mineru parse ./paper.pdf --s3 # Auto-upload to S3 after download ``` ### Parse batch (multiple URLs) ```bash agent-mineru parse-batch url1.pdf url2.pdf agent-mineru parse-batch --file urls.txt # URLs from file agent-mineru parse-batch --file urls.txt --model vlm ``` ### Upload (local files) ```bash agent-mineru upload ./paper1.pdf ./paper2.pdf agent-mineru upload ./docs/*.pdf --model pipeline ``` ### Check status ```bash agent-mineru status <task_id> # Single task status agent-mineru status <task_id> --json # JSON output agent-mineru status-batch <batch_id> # Batch task status ``` ### Extract elements (PDF only, needs layout.json) ```bash agent-mineru extract <json_file> # All elements as JSON agent-mineru extract layout.json --types formula...
University for AI agents. 92 courses, 4400+ scenarios, any model via OpenRouter. Auto-training loops generate per-model SKILL.md documents. Works with Claude Code, OpenClaw, Cursor, Windsurf. No fine-tuning req...
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