summarize

Summarize or extract text from URLs, PDFs, videos, and transcripts.

1|Updated Mar 30, 2026
One-click install
npx skills add https://github.com/Arry8/openclaw-edge --skill summarize-arry8
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: summarize
Source: https://github.com/Arry8/openclaw-edge/tree/main/skills/summarize
Command: npx skills add https://github.com/Arry8/openclaw-edge --skill summarize-arry8

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Summarize or extract text from URLs, PDFs, videos, and transcripts, providing quick insights and digestible snippets for knowledge work or research.

Core Features & Use Cases

  • Summarize online content (web pages, YouTube videos) to capture key points quickly.
  • Transcribe or extract transcripts from videos, podcasts, and long-form content for easier review.
  • Process local documents and PDFs to generate summaries and extracted text for archival use.
  • Flexible model selection and provider keys, with environment-based configuration for multiple AI providers.

Quick Start

Run summarize on a URL or a local file to generate a concise summary.

Frequently Asked Questions about summarize

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

FAQPage Schema
How do I summarize a YouTube video or extract its transcript?

To summarize a YouTube video or extract its transcript, you run the summarize tool on the video URL. It processes the content to capture key points or return the full transcript for easier review.

Can I extract text from local PDFs and web pages?

Yes, you can extract text from local PDFs and web pages. The tool processes local documents and online URLs to generate concise summaries or raw text for archival and research.

Do I need API keys to summarize videos and URLs?

Yes, you need API keys to summarize videos and URLs. The tool requires keys for supported AI providers and allows model selection via environment variables and frontmatter metadata.

What is the best way to get concise insights from long podcasts?

The best way to get concise insights from long podcasts is to transcribe or extract the audio content. The tool processes long-form content to produce digestible snippets and summaries for quick review.

How do I configure model selection for summarizing online content?

You configure model selection for summarizing online content by using environment variables and frontmatter metadata. This flexible setup supports multiple AI provider keys for your processing needs.