summarize

Summarize content from URLs, YouTube transcripts, and local files.

Updated May 7, 2026
One-click install
npx skills add https://github.com/gongzeq/VAPT3 --skill summarize-gongzeq
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: summarize
Source: https://github.com/gongzeq/VAPT3/tree/main/secbot/skills/summarize
Command: npx skills add https://github.com/gongzeq/VAPT3 --skill summarize-gongzeq

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Summarizes text from URLs, transcripts, and local files to produce concise, actionable summaries.

Core Features & Use Cases

  • Fast CLI for summarizing web content, transcripts, and local documents.
  • Supports YouTube transcripts, article summaries, and document digests with adjustable length.
  • Use cases include quick overviews of long articles, meeting transcripts, and video transcripts for decision-making.

Quick Start

Run summarize with a URL or local file path to produce 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 a YouTube transcript or web article quickly?

You can summarize a YouTube transcript or web article by passing its URL or local file path to the CLI. It processes the content to produce concise, actionable summaries with adjustable length, JSON output, and extract-only modes.

Can I extract text from local files without generating a full summary?

Yes, you can extract text from local files without a full summary using the extract-only mode flag. This mode processes local documents and transcripts to output the raw extracted text content rather than generating a concise summary.

Does the summarize CLI support JSON output for content processing pipelines?

Yes, the summarize CLI supports JSON output for content processing pipelines. It accepts multiple input types including web articles, YouTube transcripts, and local documents, enabling structured data extraction for downstream decision-making workflows.

What is the best way to get a quick overview of long meeting transcripts?

The best way to get a quick overview of long meeting transcripts is using a CLI summarization tool that accepts local file paths. It generates concise document digests with adjustable length flags, enabling fast decision-making from lengthy text.

Do I need API environment keys to process web articles and video transcripts?

Yes, you need to configure API environment keys to process web articles and video transcripts. The summarization tool supports various models via these environment keys to parse URLs and local files into concise, actionable summaries.