summarize

Summarize URLs, documents, and multimedia content into concise overviews.

Updated Feb 25, 2026
One-click install
npx skills add https://github.com/zbl91555/openclaw --skill summarize-zbl91555
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: summarize
Source: https://github.com/zbl91555/openclaw/tree/main/skills/summarize
Command: npx skills add https://github.com/zbl91555/openclaw --skill summarize-zbl91555

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires summarize, and includes scripts (resource) components.

What problem does it solve?

It streamlines the process of extracting key information from diverse content sources, saving time and effort by generating summaries of URLs, files, and multimedia links.

Core Features & Use Cases

  • Content Summarization: Generate brief overviews of web pages, PDFs, images, audio, and videos to quickly grasp the main points.
  • Batch and Automated Processing: Summarize multiple resources efficiently, ideal for research, content curation, or report preparation.
  • Use Case: A researcher inputs a lengthy research paper PDF and receives a short abstract, enabling rapid understanding of key findings without reading the entire document.

Quick Start

Use the summarize skill to get a short summary of a YouTube video or a PDF file by providing the URL or file path directly.

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 PDF file?

To summarize a YouTube video or PDF file, provide the URL or file path directly to generate a brief overview of the main points. This facilitates rapid understanding of multimedia and document content without manual review.

What formats can I use for content summarization?

Content summarization supports web pages, PDFs, images, audio, and videos. This allows you to extract key information from diverse sources and quickly grasp the main points for research or content curation tasks.

Do I need the summarize CLI tool to summarize web pages and audio?

Yes, you need the summarize CLI tool and relevant models or APIs for text processing to summarize web pages and audio. These dependencies are required to execute the core summarization task effectively.

Can I batch summarize multiple PDFs and web URLs?

Yes, you can batch summarize multiple resources like PDFs and web URLs efficiently. This automated processing is ideal for research, content curation, or preparing reports from multiple sources simultaneously.

What is the best way to extract key findings from a research paper PDF?

The best way to extract key findings from a research paper PDF is to input the file and receive a short abstract. This generates a concise summary, enabling rapid understanding of complex information without reading the entire document.

Is there a limitation when trying to summarize large multimedia files?

The metadata does not specify explicit size limitations for summarizing large multimedia files. However, processing complex audio and video content relies on the underlying models and APIs used for text extraction and summarization.