pdf-processing-anthropic

Extract text and tables from PDFs and fill forms using Python libraries.

630|79|Updated Dec 18, 2025
One-click install
npx skills add https://github.com/lawvable/awesome-legal-skills --skill pdf-processing-anthropic
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: pdf-processing-anthropic
Source: https://github.com/lawvable/awesome-legal-skills/tree/main/%F0%9F%9B%A0%EF%B8%8F/pdf-processing-anthropic
Command: npx skills add https://github.com/lawvable/awesome-legal-skills --skill pdf-processing-anthropic

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires pypdf, pdfplumber, pdf2image, Pillow, and includes scripts (resource) and references (resource) components.

What problem does it solve?

The PDF processing toolkit eliminates the manual, error-prone work of extracting text and tables, filling forms, and assembling documents from PDF sources for legal teams.

Core Features & Use Cases

  • Text and table extraction from PDFs with layout awareness for evidence and due-diligence packs.
  • Create, merge, split, and annotate PDFs; fill forms programmatically; generate ready-to-share documents.
  • Use Case: streamline contract reviews by extracting key clauses, generating clause summaries, and auto-filling standard forms for intake and compliance checks.

Quick Start

Run the provided Python scripts to inspect a PDF contract, extract text and tables, and generate an annotated output or filled form. For example: python scripts/extract_form_field_info.py contract.pdf contract_fields.json python scripts/fill_fillable_fields.py contract.pdf form_values.json filled.pdf

Frequently Asked Questions about pdf-processing-anthropic

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I extract text and tables from legal PDFs for due diligence?

Extract text and tables from legal PDFs using pdfplumber and pypdf scripts to parse layout-aware content. This yields structured text and table data outputs essential for assembling evidence and due-diligence packs.

Can I fill PDF forms programmatically for legal intake and compliance checks?

Yes, you can fill PDF forms programmatically by running the fill_fillable_fields.py script with a JSON values file. This automatically populates standard legal forms, streamlining intake and compliance checks by generating ready-to-share documents.

What is the best way to automate contract review by extracting key clauses from PDFs?

Automate contract review by extracting key clauses using the extract_form_field_info.py script. This toolkit applies Python libraries like pypdf and pdfplumber to inspect PDF contracts, generating clause summaries and annotated outputs for efficient document processing.

Do I need Python libraries like pypdf and pdfplumber to split and merge legal PDFs?

Yes, you need Python libraries like pypdf, pdfplumber, pdf2image, and Pillow installed to split, merge, and annotate legal PDFs. These dependencies enable the toolkit to parse, render, and programmatically manipulate PDF content for policy drafting.

Does pdfplumber support layout-aware extraction for complex legal document tables?

Yes, pdfplumber supports layout-aware extraction for complex legal document tables. The toolkit uses it to accurately parse structured data from contracts and policies, ensuring reliable text and table extraction for due-diligence packs.

Limitations of using pypdf for rendering and annotating legal PDF content?

While pypdf handles text and form field manipulation, the toolkit relies on pdf2image and Pillow for rendering and annotating legal PDF content. Use these image-based libraries when pypdf reaches its limits parsing complex visual layouts.