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summarize-all - Summarize All Pro AI summarization tool

A multi-featured summarization tool that automatically detects content types, selects summary depth, and processes text, PDFs, audio, images, and videos.

Tags

Updated: 2026-09-16

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Summarize web pages and documents
  • Answer questions about content
  • Compare multiple articles
  • Translate text into seven languages
  • Generate entity relationship knowledge graphs
  • Generate structured reports
  • Analyze academic papers
  • Run HTTP API server
  • Monitor URLs for changes
  • Search execution history

Inputs

  • Web page URLs
  • PDF files
  • Image files
  • Audio files
  • YouTube URLs
  • Plain text
  • API endpoint and key

Outputs

  • Summary text
  • Structured reports
  • Knowledge graphs
  • Desktop notifications
  • Webhook pushes
  • Local history and cache files

Requirements

  • Python 3
  • OpenAI-compatible API endpoint and key
  • Optional: pdftotext
  • Optional: summarize CLI
  • Optional: yt-dlp

Source

  • Spec: SKILL.md

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summarization
ai
pdf
youtube
translation
knowledge-graph
cli
Summarize web pages and documents
Answer questions about content
Compare multiple articles
Translate text into seven languages
Web page URLs
PDF files
Image files
Summary text
Structured reports
Knowledge graphs