summarize

Summarize content from URLs, local files, and YouTube links using LLMs.

14|1|Updated Feb 25, 2026

Search Tags:#transcript #llm #youtube #url #summarize #file

Ready to run

npx skills add https://github.com/rzx007/nanobot-ts --skill summarize-rzx007

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: summarize
Source: https://github.com/rzx007/nanobot-ts/tree/main/packages/workspace/skills/summarize
Command: npx skills add https://github.com/rzx007/nanobot-ts --skill summarize-rzx007

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates the process of condensing lengthy content from various sources like web pages, audio/video transcripts, and local files into concise summaries.

Core Features & Use Cases

URL Summarization: Quickly grasp the main points of articles and web pages.
File Summarization: Extract key information from local documents (PDFs, text files).
Video/Podcast Transcripts: Generate summaries from linked video or podcast content.
Use Case: A user provides a link to a long news article and asks "What's the gist of this?", the skill will provide a short summary.

Quick Start

Use the summarize skill to get a summary of the content at https://example.com.

Frequently Asked Questions about summarize

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

FAQPage Schema

How do I summarize YouTube links and web articles using an LLM?▼

To summarize YouTube links and web articles, the Skill extracts text from URLs and processes it using configured LLMs to provide concise summaries or full transcripts. It supports configurable output length and token limits.

Can I summarize local files like PDFs alongside video transcripts?▼

Yes, you can summarize local files like PDFs alongside video transcripts. The Skill extracts key information from local documents and generates summaries from linked video or podcast content.

What is the best way to get the gist of a long web page?▼

The best way to get the gist of a long web page is to provide the URL to the Skill, which extracts the text and uses LLMs to generate a concise summary of the main points.

Does URL summarization support fallback extraction mechanisms?▼

Yes, URL summarization supports fallback extraction mechanisms like Firecrawl and Apify. These tools ensure text extraction succeeds even when standard web scraping methods fail.

Are there token limits or output length constraints for video transcripts?▼

Yes, the Skill supports configurable output length and token limits for video transcripts. This allows you to control the size of the generated summaries based on your LLM constraints.

Why does web content summarization fail on certain URLs?▼

Web content summarization may fail on certain URLs if standard text extraction methods cannot access the content. In such cases, the Skill can utilize fallback extraction mechanisms like Firecrawl and Apify to retrieve the text.