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summarize

Summarizes URLs, podcasts, YouTube transcripts, and local files into concise briefs.

1|1|Updated Jan 22, 2026
Search Tags:#transcript#cli#youtube#url#document-processing#summarize#text-extraction
One-click install
npx skills add https://github.com/kelinfoxy/EZ-Homelab --skill summarize-kelinfoxy
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: summarize
Source: https://github.com/kelinfoxy/EZ-Homelab/tree/main/docker-compose/ez-assistant/skills/summarize
Command: npx skills add https://github.com/kelinfoxy/EZ-Homelab --skill summarize-kelinfoxy

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill streamlines comprehension by generating concise summaries from URLs, transcripts, and local files, saving time on research and content review.

Core Features & Use Cases

  • URL and web content summarization: quickly distill articles, pages, and feeds into key takeaways.
  • Transcript and video summaries: produce briefs from podcast transcripts, YouTube videos, and other media with best-effort transcription.
  • Local file summarization: summarize documents, PDFs, and text files for fast insight.
  • Use Case: researchers and editors can rapidly generate briefs from multiple sources to guide decisions and reporting.

Quick Start

Use summarize to generate a concise summary from a URL or a local 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 transcript quickly?▼

You can summarize YouTube video transcripts by providing the URL, and the tool extracts the transcript and generates a concise brief with best-effort transcription.

Can I extract text from a URL and output it as JSON?▼

Yes, you can extract text from a URL and output it as JSON by using the JSON output flag to structure the summarized content from web pages and feeds.

How do I summarize a local PDF or document file?▼

To summarize a local PDF or document, provide the local file path, and the tool will distill the content into key takeaways for fast insight and content review.

Do I need an API key to summarize content from web pages?▼

Yes, you need API keys for provider models to summarize content from web pages, transcripts, and local files, with optional config for length and extraction.

What is the best way to summarize podcast transcripts for research?▼

The best way to summarize podcast transcripts is to input the media source, and the tool produces concise briefs from the transcripts to guide research and reporting decisions.

Are there length limits when summarizing articles and documents?▼

You can control summary length using specific flags, allowing you to adjust how concise the generated briefs are from articles, documents, and media transcripts.

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