summarize

Summarize web pages, local files, PDFs, images, audio, and YouTube content.

Updated Mar 3, 2026

Search Tags:#document processing #summarization #pdf #cli #youtube #web

Ready to run

npx skills add https://github.com/zinohome/zinoClaw --skill summarize-zinohome

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: summarize
Source: https://github.com/zinohome/zinoClaw/tree/main/skills/summarize
Command: npx skills add https://github.com/zinohome/zinoClaw --skill summarize-zinohome

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill reduces the time required to understand long URLs, documents, PDFs, images, audio files, and YouTube content by generating concise summaries automatically.

Core Features & Use Cases

Multi-source Summarization: Summarize web pages, local files, PDFs, images, audio, and YouTube links through a unified CLI workflow.
Flexible Output Control: Adjust summary length, token limits, extraction behavior, and machine-readable output formats for different needs.
Use Case: Researchers, analysts, and content teams can quickly review articles, reports, or media files without manually reading or watching the entire source.

Quick Start

Use the summarize skill to create a concise summary of the provided URL or file.

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 web page without watching or reading the whole thing?▼

You can summarize a YouTube video or web page by passing the URL to a CLI workflow that automatically processes online content and generates concise text outputs. This reduces manual review time by extracting key information directly from the source media.

Can I extract a summary from local PDF files and images?▼

Yes, you can extract a summary from local PDF files and images. The summarization process supports multi-source inputs, allowing you to analyze local documents alongside web pages and audio files to quickly generate condensed overviews.

Do I need an AI provider to process document summarization through the CLI?▼

Yes, you need configured AI provider credentials to process document summarization through the CLI. These credentials enable the system to handle diverse input formats and generate adjustable summary outputs from your URLs and local files.

How do I adjust the summary length or output format for web research?▼

You can adjust summary length or output format for web research by configuring token limits and extraction behavior. The CLI provides flexible output control, including machine-readable formats, to tailor the summarization results to your specific analysis needs.

What is the best way to summarize audio files and media for content review?▼

The best way to summarize audio files and media for content review is using a CLI workflow that consolidates multi-source summarization. This approach quickly processes media files to deliver concise summaries, eliminating the need to manually review entire audio recordings.