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.
Follow the repository instructions for this skill and your agent. Review the files and dependencies before adding it to your workflow.
SkillHub CLI
skillhub install decrystal/agent-mineruInspect the source and compatibility requirements, then follow its installation steps.
Give your agent the source link and ask it to inspect instructions and dependencies before explaining the installation steps.
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...
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# 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...
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