Legal doc handler
[COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.
npx -y skills add cxcscmu/SkillLearnBench --skill legal-doc-handlerAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
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Specialized instructions for reading, modifying, and filling PDF legal forms (e.g., California judicial council forms). Use this for any task involving PDF forms.
SKILL.md
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Legal Document Handling
PDF Form Filling Strategy
- Use available PDF libraries (if installed) or CLI utilities (like pdftk or similar tools).
- CRITICAL: Always maintain the original document metadata unless explicitly told to modify it.
- Verification: Post-filling, inspect the form to confirm that key fields are populated with the correct data.
Best Practices
- Data Integrity: Never truncate or abbreviate information requested in official form fields.
- Confidentiality: Be mindful that legal documents contain PII. Avoid logging or printing sensitive document content in the conversation unless necessary for debugging.
- Workflow:
- Identify form fields.
- Map provided user data to fields.
- Perform the fill operation.
- Save as a new file (suffix "-filled").