summarize

Extract summaries and transcripts from URLs, podcasts, videos, and local files.

1|Updated May 12, 2026
One-click install
npx skills add https://github.com/estebanrfp/gos --skill summarize-estebanrfp
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: summarize
Source: https://github.com/estebanrfp/gos/tree/main/skills/summarize
Command: npx skills add https://github.com/estebanrfp/gos --skill summarize-estebanrfp

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill removes the friction of manually reading long articles, transcripts, videos, and documents when you only need the 핵? No, avoid non-English. It gives you a fast way to extract the key meaning from web content and local files without extra tooling or transcription setup.

Core Features & Use Cases

  • URL and file summarization: Condense webpages, PDFs, and local documents into concise takeaways.
  • Transcript extraction: Best-effort transcript retrieval for YouTube and other video links when you need speech-to-text output or a quick spoken-content summary.
  • Flexible output control: Adjust summary length, request JSON, and choose the model provider that fits your workflow.
  • Fallback-friendly retrieval: Works with optional extraction services for blocked pages and YouTube fallback handling when available.
  • Use case: Review a long interview, podcast episode, or research article and turn it into a compact summary you can act on immediately.

Quick Start

Use the summarize skill to create a concise summary or transcript from a URL, local file, or YouTube link.

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 podcast from a URL?

To summarize a YouTube video or podcast, you provide the URL to the Skill, which performs best-effort transcript retrieval and condenses the spoken content into concise takeaways without requiring manual transcription setup.

Can I extract a summary from local files like PDFs and documents?

Yes, you can extract summaries from local files. The Skill processes PDFs and local documents alongside webpages, converting long-form text into compact, actionable summaries.

Does URL summarization support JSON output and adjustable length controls?

URL summarization supports JSON output and configurable length controls, allowing you to adjust summary size and request structured data formats directly from the extracted content.

What is the best way to review long research articles or interview transcripts quickly?

The best way to review long articles or transcripts is using a summarization Skill that extracts key meaning from web content, turning lengthy interviews or research pieces into immediate, compact summaries.

Are there fallback mechanisms for blocked pages during webpage extraction?

Yes, the Skill includes fallback-friendly retrieval mechanisms that work with optional extraction services to handle blocked pages and provide YouTube fallback handling when available.

Can I choose different model providers for document summarization?

Yes, document summarization supports multiple model providers, letting you choose the specific AI engine that fits your workflow and processing requirements for extracting summaries.