summarize

Summarize text from URLs, transcripts, and local documents with CLI flags.

Updated Dec 6, 2016
One-click install
npx skills add https://github.com/majunbao/learn --skill summarize-majunbao
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: summarize
Source: https://github.com/majunbao/learn/tree/main/openclaw_tags/openclaw-2026.3.2/skills/summarize
Command: npx skills add https://github.com/majunbao/learn --skill summarize-majunbao

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps users quickly turn long-form content into concise summaries by processing URLs, audio transcripts, and local documents.

Core Features & Use Cases

  • Summarize web pages, podcast transcripts, and local files into concise summaries for rapid understanding.
  • Extract key takeaways and themes to support decision-making, research, and content planning.
  • Use case: Quickly reduce hours of reading or listening into a short, actionable summary.

Quick Start

Summarize the content of a URL or local file by using the summarize command.

Frequently Asked Questions about summarize

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I summarize video transcripts and podcasts quickly?

To summarize video transcripts and podcasts quickly, you process the audio transcripts directly to extract key takeaways and themes. This reduces hours of listening into a short, actionable text overview for rapid understanding.

Can I summarize web pages and articles from a URL?

Yes, you can summarize web pages and articles by providing a URL. The tool processes the online content to extract key themes, supporting fast decision-making and research without manual text extraction.

Do I need a CLI and API keys to summarize local documents?

Yes, summarizing local documents requires the summarize CLI, while optional API keys can be configured for advanced processing. You can use flags like --length and --json to control the output format and size of the document summaries.

What is the best way to get structured JSON output from a long transcript?

The best way to get structured JSON output from a long transcript is to use the --json flag with the summarize CLI. This converts extracted key takeaways from podcasts or articles into structured data for programmatic use.

Does this summarization approach work for both local files and online URLs?

Yes, this approach works for both local files and online URLs. It uniformly processes articles, podcast transcripts, and web pages to extract concise summaries and themes, regardless of whether the source content is local or online.