pdf

Extract text and tables from PDFs using Python libraries.

815|96|Updated Jan 23, 2026

Search Tags:#automation #pdf #python #document-processing #data-extraction #form-filling

Ready to run

npx skills add https://github.com/hAcKlyc/MyAgents --skill pdf-hacklyc

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: pdf
Source: https://github.com/hAcKlyc/MyAgents/tree/main/bundled-skills/pdf
Command: npx skills add https://github.com/hAcKlyc/MyAgents --skill pdf-hacklyc

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

PDFs often contain unstructured data, forms, and content that are time-consuming to extract, organize, or automate manually.

Core Features & Use Cases

Automate PDF text and table extraction, form handling, and document assembly (merge/split).
Build end-to-end workflows for data extraction, digitization of forms, and archival processing in Python.
Use Case: Process hundreds of invoices by extracting key fields, filling forms, and compiling results into structured CSVs.

Quick Start

Run this skill to begin extracting text and tables from PDFs, fill forms programmatically, and merge documents using Python.

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 invoices using Python?▼

You can extract text and tables from PDF invoices using Python by leveraging pdfplumber and pypdf. This allows you to automate data extraction, capture key fields, and compile the results into structured CSVs for downstream workflows.

What is the best way to automate PDF form filling programmatically?▼

Automating PDF form filling programmatically is best handled through Python scripts using pypdf. This approach enables you to populate forms, manipulate documents, and validate inputs with robust error handling for end-to-end automation.

Can I merge and split PDF documents in Python with pypdf?▼

Yes, you can merge and split PDF documents in Python using pypdf. This Skill supports document assembly and manipulation, allowing you to combine multiple files or separate pages for archival processing and workflow automation.

Does pdfplumber support extracting structured data from complex PDF layouts?▼

pdfplumber does support extracting structured data from complex PDF layouts by identifying and pulling tables and text. Combined with Python scripts, it handles unstructured data extraction and digitization for forms and invoices.

Why does PDF data extraction fail on scanned images instead of digital text?▼

PDF data extraction fails on scanned images because standard text extraction relies on embedded digital text. You must use pdf2image and Pillow to convert scanned pages into images before applying processing techniques.

How do I process hundreds of PDFs to extract key fields and fill forms automatically?▼

Process hundreds of PDFs automatically by running Python scripts that iterate through files, extract key fields using pdfplumber, fill forms programmatically, and compile the extracted data into structured CSVs with validation.