summarize

Summarize content from URLs, PDFs, images, audio, and YouTube via CLI.

15|6|Updated Mar 11, 2026
One-click install
npx skills add https://github.com/CloudChef/atlasclaw-providers --skill summarize-cloudchef
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: summarize
Source: https://github.com/CloudChef/atlasclaw-providers/tree/main/skills/summarize-1.0.0
Command: npx skills add https://github.com/CloudChef/atlasclaw-providers --skill summarize-cloudchef

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Summarize content from URLs, PDFs, images, audio, and YouTube quickly with a single CLI to save time on manual reading and note-taking.

Core Features & Use Cases

  • Multi-source summarization: Summarizes content from web pages, PDFs, images, audio, and YouTube links.
  • Configurable outputs: Adjust summary length and format to fit reports, briefs, or study notes.
  • Use Case: Imagine researching a topic with dozens of sources; run summarize to generate concise briefs in minutes.

Quick Start

Run summarize on your target URL or file to generate a concise summary in seconds.

Frequently Asked Questions about summarize

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

FAQPage Schema
How do I summarize content from URLs, PDFs, and media files using a CLI?

To summarize content from URLs, PDFs, images, audio, and YouTube, run the summarize CLI on your target file or link to generate concise briefs. You must select a model and provide API keys to execute the summarization.

Can I adjust the length and format of summaries generated from web pages and PDFs?

Yes, you can adjust summary length and format for web pages and PDFs. The CLI provides configurable output options, allowing you to tailor the generated briefs to fit reports, study notes, or specific research requirements.

Do I need API keys and a specific model to summarize YouTube videos and audio?

Yes, you need API keys and a selected model to summarize YouTube videos and audio. The summarization mechanism requires these configurations to process diverse media sources and generate concise text outputs automatically.

What is the best way to generate concise briefs from multiple research sources?

The best way to generate briefs from multiple research sources is using a single CLI to summarize diverse content. This approach rapidly processes dozens of URLs, PDFs, and media links to extract concise information in minutes.

Does this CLI tool support summarizing images and audio alongside web pages?

Yes, the CLI tool supports summarizing images and audio alongside web pages. It handles multi-source inputs including PDFs and YouTube links, automatically extracting key information to save manual reading time.

Why use a CLI approach for summarizing PDF and web content instead of manual reading?

Using a CLI for summarizing PDF and web content automates rapid brief generation across diverse formats. It eliminates manual reading and note-taking, enabling researchers, students, and professionals to process dozens of sources quickly.