summarize

Summarize URLs and local files into concise text with configurable models.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/buer2233/my_openclaw --skill summarize-buer2233
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: summarize
Source: https://github.com/buer2233/my_openclaw/tree/main/skills/summarize
Command: npx skills add https://github.com/buer2233/my_openclaw --skill summarize-buer2233

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Quickly transform long URLs, PDFs, images, and YouTube videos into concise, readable summaries to save time and improve information retention.

Core Features & Use Cases

  • Summarizes web pages, local files (PDFs, documents), and video transcripts into compact text.
  • Supports multiple providers and models, with easy configuration of API keys and default models.
  • Use Case: a researcher summarizes dozens of articles collected over a sprint to extract key takeaways for a final report.

Quick Start

Run summarize on a URL or file with your preferred model to generate a concise summary.

Frequently Asked Questions about summarize

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

FAQPage Schema
How do I summarize YouTube transcripts and web pages into concise text?

To summarize YouTube transcripts and web pages, you can use the summarize CLI to process URLs or local files. It automatically extracts the content and generates concise text summaries using your chosen AI model.

Can I summarize PDF files and extract key takeaways from local documents?

Yes, you can summarize PDF files and local documents using the summarize CLI. It processes local file paths directly, extracting key takeaways to improve information retention and save manual reading time.

Do I need API keys to summarize URLs and generate JSON output?

Yes, you need provider API keys from OpenAI, Anthropic, or Google Gemini to summarize URLs. You must configure your chosen model and API key in the summarize CLI to generate text or JSON output.

What is the best way to summarize multiple web pages for a research report?

The best way to summarize multiple web pages for research is using the summarize CLI. It supports batch processing of URLs, allowing you to quickly extract concise summaries and key takeaways for your final report.

Does the summarize CLI support extracting summaries from images?

Yes, the summarize CLI supports extracting summaries from images. You can process local image files alongside PDFs and web pages to generate concise text outputs based on the visual content.