summarize

Summarize URLs, PDFs, and media via CLI with configurable options.

Updated Mar 10, 2026
One-click install
npx skills add https://github.com/xongtao/openclaw-backup --skill summarize-xongtao
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: summarize
Source: https://github.com/xongtao/openclaw-backup/tree/main/skills/summarize
Command: npx skills add https://github.com/xongtao/openclaw-backup --skill summarize-xongtao

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Quickly digest lengthy web pages, PDFs, and media into concise summaries, saving time and improving information accessibility.

Core Features & Use Cases

  • Web and document summarization: Condense long articles, blog posts, and PDFs into key takeaways.
  • Media and video summaries: Generate briefs from YouTube videos, audio clips, and images.
  • Flexible usage: Run on URLs or local files and switch between models via API keys for tailored results.

Quick Start

Summarize content from URLs, PDFs, images, audio, and YouTube videos using a fast CLI.

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 a YouTube video by running a CLI command with the --youtube flag to instantly extract and condense its transcript into key takeaways. This bypasses manual transcription by pulling text directly from the video URL.

Can I summarize long PDFs and web articles from a local file?

Yes, you can summarize local PDFs and web articles by providing their file paths or URLs to the CLI. The tool processes the text from these sources and generates a concise summary of the content, supporting quick digestion of lengthy documents.

How do I adjust the length of a summary for a research paper?

You can adjust the summary length by using the --length option in the CLI. This flexible flag allows you to control the output size when condensing research papers and long articles into key takeaways.

Does this summarization tool support multiple AI providers?

Yes, the summarization tool supports multiple providers' models by allowing you to input different API keys. This enables tailored summarization results depending on the specific model you choose to process the content.

What is the best way to summarize media clips and images?

The best way to summarize media clips and images is using a CLI that accepts local file paths and processes them via configured API models. It generates briefs from audio clips and images directly from your local environment.