summarize

Extract key insights from web pages, videos, PDFs, and local files.

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

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Manually reading long web pages, watching full videos, or sifting through lengthy PDFs to extract key information is time-consuming and inefficient for users who need quick insights.

Core Features & Use Cases

  • Multi-format content processing: Summarizes URLs, YouTube videos, podcasts, articles, transcripts, PDFs, and local files across all common digital content types.
  • Transcript extraction: Provides best-effort transcription of YouTube and video content without requiring additional tools like yt-dlp.
  • Customizable output: Supports adjustable summary lengths, raw content extraction, and machine-readable JSON output for integration into workflows. Use case example: If you need the key takeaways from a 2-hour industry podcast to prepare for a meeting, this skill generates a concise summary in seconds instead of requiring you to listen to the full recording.

Quick Start

Use the summarize skill to get a concise overview of the web article or video link you need to review quickly.

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 podcast without watching the whole thing?

To summarize a YouTube video or podcast without watching it, the skill performs best-effort transcript extraction and generates a concise overview of the key insights. This allows you to get quick takeaways from long-form video or audio content in seconds.

Can I extract the main points from a web URL or PDF document automatically?

Yes, you can automatically extract main points from a web URL or PDF document. The skill automates the extraction of key insights from long-form digital content, providing quick overviews of articles and document files without requiring you to read the full source material.

Does web page content extraction work on blocked or restricted sites?

Web page content extraction provides a fallback extraction method for blocked sites via optional third-party API keys. This ensures you can still retrieve key information from restricted web pages when standard extraction techniques fail.

How do I get machine-readable JSON output from a summarized article?

To get machine-readable JSON output from a summarized article, the skill supports customizable output formats including raw content extraction and JSON. This allows you to easily integrate the extracted summaries directly into your automated workflows.

What is the best way to customize the length of a video or document summary?

The best way to customize the length of a video or document summary is to use the skill's adjustable summary length feature. This allows you to generate concise overviews or more detailed summaries based on your specific needs.

Do I need yt-dlp or other external tools to transcribe video content?

No, you do not need yt-dlp or other external tools to transcribe video content. The skill provides best-effort transcription of YouTube and video content natively, simplifying the process of extracting text from media files.