pdf

Extract text and tables from PDF documents using Python libraries.

2|3|Updated Jan 11, 2026
One-click install
npx skills add https://github.com/mkalhitti-cloud/universal-or-strategy --skill pdf-mkalhitti-cloud
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: pdf
Source: https://github.com/mkalhitti-cloud/universal-or-strategy/tree/main/.agent/skills/pdf
Command: npx skills add https://github.com/mkalhitti-cloud/universal-or-strategy --skill pdf-mkalhitti-cloud

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

PDFs are pervasive but manual processing is slow; this skill provides a cohesive toolkit to automate text/table extraction, PDF creation, merging/splitting, and form handling at scale.

Core Features & Use Cases

  • Automated text and table extraction from PDFs for data workflows
  • Programmatic PDF creation, merging, splitting, and annotation-based form handling
  • Use case: digitize invoices or contracts by extracting data and populating records automatically

Quick Start

Use the pdf skill to extract all text from the attached file 'sample.pdf'.

Frequently Asked Questions about pdf

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

FAQPage Schema
How do I extract text and tables from PDF files in Python?

You can extract text and tables from PDF files by parsing PDF streams with pdfplumber and pypdf. This supports automated batch extraction for data workflows, allowing you to digitize structured content from documents like invoices and contracts.

Can I automate PDF form filling and merge multiple documents?

Yes, you can automate PDF form filling using annotation-based handling, and merge or split multiple documents programmatically. The toolkit uses pypdf to manipulate PDF streams for creating, merging, and splitting files at scale.

Does pdfplumber support rendering PDF pages as images for processing?

Yes, rendering PDF pages as images is supported for image-based tasks. The solution uses pdf2image and Pillow alongside pdfplumber to handle rendering and visual processing, enabling complex document workflows that require image analysis.

What is the best way to digitize invoices and contracts from PDF documents?

The best way to digitize invoices and contracts is using a cohesive PDF toolkit to automate text and table extraction. By parsing PDF streams with Python libraries like pypdf, you can populate records automatically and streamline data entry.

Are there limitations when extracting text from scanned PDF files?

Text extraction limitations with scanned PDFs depend on the parsing approach. While pdfplumber and pypdf parse embedded text streams, scanned documents require image-based rendering via pdf2image and Pillow to process visual content.

Do I need Python to split and merge PDF documents at scale?

Yes, you need Python to split and merge PDF documents at scale using this toolkit. It relies on Python libraries such as pypdf and pdfplumber to programmatically parse PDF streams and execute batch operations for document workflows.