summarize

Summarize URLs, documents, and media into concise summaries via CLI.

Updated Feb 4, 2026
One-click install
npx skills add https://github.com/SennTse/openclaw-backup --skill summarize-senntse
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: summarize
Source: https://github.com/SennTse/openclaw-backup/tree/main/skills/summarize
Command: npx skills add https://github.com/SennTse/openclaw-backup --skill summarize-senntse

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Summarize long URLs, documents, and media into concise summaries, enabling faster decision-making and knowledge extraction.

Core Features & Use Cases

  • URL and document summarization: extract key points from websites, PDFs, images, and videos.
  • Media versatility: handles web pages, PDFs, images, audio, and YouTube links in a single workflow.
  • Use Case: a content creator quickly summarizes multiple articles into a digest for a weekly newsletter.

Quick Start

Run the summarize CLI on a URL or 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 from a URL?

To summarize a YouTube video, provide the URL to the summarize CLI. It processes the media link directly and generates a concise text summary of the video content.

Can I extract key points from a PDF document into a short summary?

Yes, you can summarize PDFs by running the summarize CLI on the file. It extracts the core points from documents to enable faster knowledge extraction and reading.

Does this URL summarization tool support audio and image files?

Yes, the summarization tool supports audio and images. It handles web pages, PDFs, images, audio, and YouTube links in a single workflow for versatile media processing.

Do I need to install anything to summarize web pages and documents?

Yes, you need the summarize CLI installed. It supports options for length, output format, model selection, and optional FIRECRAWL or APIFY fallbacks for web scraping.

What is the best way to summarize multiple articles for a newsletter digest?

The best way to summarize multiple articles is running the summarize CLI on each URL. It quickly extracts key points from websites, allowing you to compile a weekly digest efficiently.