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summarize

Summarizes and extracts text from URLs, local files, and YouTube videos.

307|86|Updated Feb 12, 2026
Search Tags:#pdf#content#url#extract#summarize#transcribe
One-click install
npx skills add https://github.com/johnson7788/MultiUserClaw --skill summarize-johnson7788
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: summarize
Source: https://github.com/johnson7788/MultiUserClaw/tree/main/openclaw/skills/summarize
Command: npx skills add https://github.com/johnson7788/MultiUserClaw --skill summarize-johnson7788

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill automates the process of extracting key information from various sources like web pages, audio/video transcripts, and local documents, saving users time and effort in understanding content.

Core Features & Use Cases

  • Content Condensation: Generates concise summaries of lengthy articles, web pages, or video transcripts.
  • Information Extraction: Extracts text from local files (PDFs, text files) and provides best-effort transcriptions from YouTube links.
  • Use Case: When faced with a long article or a YouTube video, use this skill to get a quick overview or a transcript, allowing for faster comprehension.

Quick Start

Use the summarize skill to get a summary of the content at https://example.com.

Frequently Asked Questions about summarize

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

FAQPage Schema
How do I summarize a web page or URL into a short text overview?▼

To summarize a web page or URL into a short text overview, provide the link to the summarize skill. It automatically extracts the page content and generates a concise summary for faster reading.

How do I extract text from a local PDF file for quick review?▼

You extract text from a local PDF file for quick review by feeding the document into the summarize skill. It pulls the core text content and condenses it into an easily digestible summary.

Can I get a transcript from a YouTube video to read instead of watching?▼

Yes, you can get a transcript from a YouTube video to read instead of watching. The skill provides best-effort transcription for YouTube links to extract the audio and video text content.

Do I need yt-dlp to transcribe YouTube video transcripts?▼

You need yt-dlp to transcribe YouTube video transcripts comprehensively. It is an optional tool required alongside summarization models to process and extract audio or video content from links.

What summarization models are required to extract content from local files and URLs?▼

Summarization models are required to extract content from local files and URLs. The skill uses these models to process and condense web pages, PDFs, and audio or video transcripts.

What are the limitations of transcribing YouTube videos with this skill?▼

The limitation of transcribing YouTube videos is that extraction is provided on a best-effort basis. Results depend on the optional yt-dlp tool and the specific summarization models configured.

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