summarize

Summarize URLs, PDFs, images, and YouTube videos into concise summaries.

Updated Nov 17, 2025
One-click install
npx skills add https://github.com/ci/persops --skill summarize-ci
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: summarize
Source: https://github.com/ci/persops/tree/main/modules/ai/skills/summarize
Command: npx skills add https://github.com/ci/persops --skill summarize-ci

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Summarize URLs, PDFs, images, audio, and YouTube videos into concise summaries.

Core Features & Use Cases

  • Overviewing content: Generate short summaries of long web pages, documents, or media for quick decision-making.
  • Content curation: Produce digestible briefs for research, reports, or sharing with others.
  • Batch processing: Summarize multiple sources in one pass to accelerate research workflows.

Quick Start

Use the summarize CLI to generate a summary for a URL or local file, for example: summarize "https://example.com" or summarize "/path/to/file.pdf".

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 into a short overview?

To summarize a YouTube video or PDF into a concise overview, you pass the URL or local file path directly to the summarize CLI, which processes the content and returns a brief summary.

Can I batch summarize multiple URLs and documents at once?

Yes, you can batch summarize multiple URLs and documents in a single pass. The CLI processes multiple sources together to produce digestible briefs, accelerating research workflows and content curation.

Do I need to install any dependencies to summarize content from a URL?

Yes, you need the summarize CLI binary installed locally to summarize content from a URL. Additionally, you can configure and leverage extra provider APIs to extend the processing capabilities for your sources.

What is the best way to generate concise summaries for content curation?

The best way to generate concise summaries for content curation is using a CLI tool that accepts URLs, PDFs, images, audio, and YouTube videos. This approach quickly converts long-form media into digestible briefs for reports.

Does the summarize CLI work with audio files and images?

Yes, the summarize CLI works with audio files and images alongside URLs, PDFs, and YouTube videos. It processes these varied media formats into concise text summaries to support quick decision-making and research.