pdf

Extract text and structured data from PDF documents using pypdf and pdfplumber.

2|Updated Mar 7, 2026

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

Ready to run

npx skills add https://github.com/ther7777/self-skills --skill pdf-ther7777

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: pdf
Source: https://github.com/ther7777/self-skills/tree/main/skills/huashu-nuwa
Command: npx skills add https://github.com/ther7777/self-skills --skill pdf-ther7777

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill eliminates the tedious manual work of filling out PDF forms and extracting data from documents, saving you hours of repetitive effort.

Core Features & Use Cases

Automated Form Filling: Programmatically fill both fillable and non-fillable PDF forms.
Data Extraction: Pull text and structured table data from any PDF into usable formats.
Use Case: Imagine you have 100 vendor invoices in PDF format. Use this Skill to automatically extract the invoice number, date, and total amount from each one and compile them into a single CSV file.

Quick Start

Use the pdf skill to extract all text from the attached file 'invoice-q3.pdf'.

Frequently Asked Questions about pdf

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

FAQPage Schema

How do I extract structured table data from PDF invoices automatically?▼

You can extract structured table data from PDF invoices automatically by using pdfplumber and pypdf to parse binary PDF streams without manual intervention. This automates administrative workflows like invoice processing and compiles the extracted data into usable formats.

Can I programmatically fill both fillable and non-fillable PDF forms?▼

Yes, you can programmatically fill both fillable and non-fillable PDF forms. This PDF automation capability eliminates the tedious manual work of data entry and form digitization, saving hours of repetitive effort across administrative workflows.

Does this PDF data extraction approach work with scanned documents?▼

This PDF data extraction approach parses binary PDF streams using pypdf and pdfplumber to pull text and structured table data. It also utilizes pdf2image, which enables handling of document images, though the core focus is automated text and data extraction.

What is the best way to automate archival data retrieval from PDF documents?▼

The best way to automate archival data retrieval from PDF documents is to use Python libraries like pypdf and pdfplumber. This approach parses binary PDF streams to extract text and structured data, supporting administrative workflows involving archival data.

Do I need Python dependencies installed to parse PDF streams for form filling?▼

Yes, you need the Python dependencies pypdf, pdfplumber, and pdf2image installed to parse binary PDF streams. These libraries are required for the automated extraction of text and structured data and for programmatically filling out PDF forms.

How do I extract invoice numbers and total amounts from multiple PDF files into a single CSV?▼

To extract invoice numbers and total amounts from multiple PDF files into a single CSV, use this Skill to automatically pull structured data from each document. It applies pdfplumber and pypdf to parse binary PDF streams and compile the extracted text into usable formats.