summarize

Summarize URLs, files, podcasts, and YouTube content into concise text.

5|Updated Jan 31, 2026
One-click install
npx skills add https://github.com/kcns008/clusterclaw --skill summarize-kcns008
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: summarize
Source: https://github.com/kcns008/clusterclaw/tree/main/skills/summarize
Command: npx skills add https://github.com/kcns008/clusterclaw --skill summarize-kcns008

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill removes the friction of reading long articles, transcripts, and documents by turning them into concise summaries or extracted text on demand.

Core Features & Use Cases

  • URL and File Summaries: Summarize web pages, PDFs, local documents, and other text sources into an easy-to-scan overview.
  • Transcript Extraction: Pull best-effort transcripts or compact summaries from YouTube and other video links when users need the spoken content quickly.
  • Practical Use Case: If you have a long research article, podcast episode, or video and only need the key points, this Skill can condense it into a usable briefing for review or sharing.

Quick Start

Ask the summarize skill to extract a concise summary or transcript from the provided URL, video link, or 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 YouTube videos and podcast transcripts into text?

You can summarize YouTube videos and podcasts by providing the video or audio link to extract a best-effort transcript, which is then condensed into a concise text summary or briefing for quick review.

Can I summarize local files and PDF documents into a brief overview?

Yes, you can summarize local files and PDF documents by submitting them directly, allowing the tool to process the text sources and generate an easy-to-scan overview of the content.

What is the best way to condense long research articles into key points?

The best way to condense long research articles is to use a summarization tool that applies long-form content compression, extracting the key points into a usable briefing for research workflows.

Does URL summarization support configurable length controls and JSON output?

URL summarization supports configurable length controls and JSON output, enabling structured data extraction alongside standard text summaries for integration into automated workflows.

Do I need an API key to extract transcripts from web pages?

Yes, you need an API key for authentication, as the summarization and transcript extraction processes rely on multiple LLM providers to generate concise text from URLs and files.

What happens when content extraction fails for a URL or document?

When primary content extraction fails, the system employs extraction fallbacks to ensure it can still process the URL or document and deliver a best-effort summary of the available text.