pdf-reader

Extract PDF text and tables into structured Markdown with page headings.

1|Updated Apr 25, 2026
One-click install
npx skills add https://github.com/collat-labs/collat --skill pdf-reader-collat-labs
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: pdf-reader
Source: https://github.com/collat-labs/collat/tree/main/.agents/skills/pdf-reader
Command: npx skills add https://github.com/collat-labs/collat --skill pdf-reader-collat-labs

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

Reading and extracting useful information from PDFs is slow and error-prone when you must manually copy text or reformat content, especially when documents span multiple pages or include tables.

Core Features & Use Cases

  • Extracts PDF text to Markdown: Converts multi-page PDFs into a structured Markdown document with page headings.
  • Converts detected tables to Markdown: Detects tables and renders them as Markdown tables for easier downstream use.
  • Supports structured, multi-page outputs: Keeps page-by-page organization to improve readability and searchability.
  • Use case: Convert a policy PDF or a technical document into Markdown so you can quickly summarize it, index it for search, or feed it into other tools.

Quick Start

Ask the skill to read your PDF file at the path you provide and return the extracted content as structured Markdown (including page sections and any detected tables).

Frequently Asked Questions about pdf-reader

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

FAQPage Schema
How do I convert a multi-page PDF to Markdown?

To convert a multi-page PDF to Markdown, this skill processes each page sequentially, extracting readable text and adding page headings to structure the final document. It outputs a single consolidated Markdown file.

Can I extract tables from a PDF into Markdown format?

Yes, you can extract tables from a PDF into Markdown format. The skill uses pdfplumber to detect tables and automatically renders them as structured Markdown tables for easier downstream use and review.

Does pdfplumber work for text extraction without OCR?

Yes, pdfplumber works for text extraction without requiring OCR. This skill is suitable for converting PDFs with readable text into Markdown for summarization and search indexing, but it does not process scanned image content.

What is the best way to parse a policy PDF for search indexing?

The best way to parse a policy PDF for search indexing is to extract its text and tables into Markdown. This skill converts multi-page documents into structured Markdown with page headings, making the content easier to index and search.

How do I extract text from a PDF for documentation reuse?

You can extract text from a PDF for documentation reuse by providing the file path to this skill. It converts readable text and detected table structures into clean Markdown, keeping page-by-page organization intact.

What are the limitations of converting PDFs to Markdown without OCR?

The main limitation of converting PDFs to Markdown without OCR is that scanned image content or purely visual documents cannot be processed. This skill requires readable text within the PDF to extract and format content accurately.