PDF Summarizer

Summarize PDF documents into structured TL;DR and bullet points.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/MS33834/AI-SKILL --skill pdf-summarizer
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: PDF Summarizer
Source: https://github.com/MS33834/AI-SKILL/tree/main/skills/pdf-summarizer
Command: npx skills add https://github.com/MS33834/AI-SKILL --skill pdf-summarizer

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps readers quickly understand long PDF documents without manually skimming every page, while still preserving the most important facts and caveats.

Core Features & Use Cases

  • Fast document digestion: Extracts the main ideas from papers, reports, contracts, and other PDF-based documents.
  • Structured output: Produces a short TL;DR, prioritized bullets, and a clear note about what could not be verified.
  • Use case: A busy analyst can attach a 40-page report and get a concise summary suitable for briefing a team or deciding whether to read further.

Quick Start

Ask the skill to summarize the attached PDF into a one-line TL;DR, a few key bullets, and a brief note on anything important that is missing.

Frequently Asked Questions about PDF Summarizer

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

FAQPage Schema
How do I summarize a PDF document quickly?▼

To summarize a PDF quickly, attach your file and request a summary. The tool extracts text from headings and initial pages, generating a one-line TL;DR and prioritized key bullets for fast reading.

What is the best way to extract main points from long research papers?▼

The best way to extract main points from research papers is using automated document analysis. It processes text-heavy PDFs, delivering a structured summary of core ideas without requiring manual skimming.

Can I use this PDF summarizer for contracts and reports?▼

Yes, you can use this PDF summarizer for contracts and reports. It applies to various text-heavy documents, extracting main ideas and producing concise, structured summaries for quick review.

How does text extraction work for scanned PDFs?▼

Text extraction for scanned PDFs relies on detecting embedded text from headings and pages. When files are unreadable or scanned, the tool reports missing information honestly rather than fabricating data.

Does the summary include information about missing or unverifiable content?▼

Yes, the summary includes a clear note about missing or unverifiable content. Alongside the TL;DR and key bullets, it explicitly reports any important information that could not be verified from the PDF.

What format does the PDF summary output follow?▼

The PDF summary output follows a structured format: a concise one-line TL;DR, prioritized bulleted key points, and a brief note detailing any important missing information for the reader.