summarize

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

Updated Nov 17, 2025

Search Tags:#summarization #CLI #PDF #YouTube #summarize #content-curation #URL

Ready to run

npx skills add https://github.com/ci/persops --skill summarize-ci

💬 Prompt for ChatGPT / Claude Chat▼

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.