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...
Advanced document parsing with PaddleOCR. Returns complete document structure including text, tables, formulas, charts, and layout information. The AI agent extracts relevant content based on user needs.
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 bobholamovic/paddleocr-doc-parsingInspect 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.
Use Document Parsing for:
Use Text Recognition instead for:
⛔ MANDATORY RESTRICTIONS - DO NOT VIOLATE ⛔
python scripts/vl_caller.py
If the script execution fails (API not configured, network error, etc.):
Execute document parsing:
python scripts/vl_caller.py --file-url "URL provided by user" --pretty
Or for local files:
python scripts/vl_caller.py --file-path "file path" --pretty
Optional: explicitly set file type:
python scripts/vl_caller.py --file-url "URL provided by user" --file-type 0 --pretty
--file-type 0: PDF--file-type 1: imageDefault behavior: save raw JSON to a temp file:
--output is omitted, the script saves automatically under the syste...These signals come from indexed source analysis and may lag behind changes. Check the current source files.
# PaddleOCR Document Parsing Skill ## When to Use This Skill **Use Document Parsing for**: - Documents with tables (invoices, financial reports, spreadsheets) - Documents with mathematical formulas (academic papers, scientific documents) - Documents with charts and diagrams - Multi-column layouts (newspapers, magazines, brochures) - Complex document structures requiring layout analysis - Any document requiring structured understanding **Use Text Recognition instead for**: - Simple text-only extraction - Quick OCR tasks where speed is critical - Screenshots or simple images with clear text ## How to Use This Skill **⛔ MANDATORY RESTRICTIONS - DO NOT VIOLATE ⛔** 1. **ONLY use PaddleOCR Document Parsing API** - Execute the script `python scripts/vl_caller.py` 2. **NEVER parse documents directly** - Do NOT parse documents yourself 3. **NEVER offer alternatives** - Do NOT suggest "I can try to analyze it" or similar 4. **IF API fails** - Display the error message and STOP immediately 5. **NO fallback methods** - Do NOT attempt document parsing any other way If the script execution fails (API not configured, network error, etc.): - Show the error message to the user - Do NOT offer to help using your vision capabilities - Do NOT ask "Would you like me to try parsing it?" - Simply stop and wait for user to fix the configuration ### Basic Workflow 1. **Execute document parsing**: ```bash python scripts/vl_caller.py --file-url "URL provided by user" --pretty ``` Or for local files: ```bash python scripts/vl_caller.py --file-path "file path" --pretty ``` **Optional: explicitly set file type**: ```bash python scripts/vl_caller.py --file-url "URL provided by user" --file-type 0 --pretty ``` - `--file-type 0`: PDF - `--file-type 1`: image - If omitted, the service can infer file type from input. **Default behavior: save raw JSON to a temp file**: - If `--output` is omitted, the script saves automatically under the syste...
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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