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summarize

Summarize URLs, local files, and YouTube transcripts into concise summaries.

Updated Mar 13, 2026
Search Tags:#cli#youtube#nlp#summarize#transcribe#url-extraction#document-summarization
One-click install
npx skills add https://github.com/Yogi-076/Vajrascan.on --skill summarize-yogi-076
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: summarize
Source: https://github.com/Yogi-076/Vajrascan.on/tree/main/moltbot/skills/summarize
Command: npx skills add https://github.com/Yogi-076/Vajrascan.on --skill summarize-yogi-076

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Quickly distills long articles, documents, and video/audio content into concise, readable summaries so users can understand key points without spending time reading or transcribing entire sources.

Core Features & Use Cases

  • URL and article summarization: Extracts text from web pages and produces a short or long summary depending on user needs.
  • Local file and transcript extraction: Summarizes PDFs, text files, and best-effort YouTube transcripts without requiring yt-dlp.
  • Fallbacks and model flexibility: Supports configurable models and API keys, with optional FIRECRAWL or APIFY fallbacks for blocked sites and YouTube extraction.
  • Use Case: Summarize a long investigative article or convert a podcast episode into a short set of bullet points for meeting prep.

Quick Start

Summarize the URL https://example.com/article and return a concise summary of the main points and key takeaways.

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 transcript without downloading the video?▼

You can summarize YouTube video transcripts by providing the video link to the summarize tool. It performs best-effort YouTube transcript extraction directly without requiring yt-dlp, producing concise text summaries.

Can I extract and summarize text from local PDFs and text files?▼

Yes, local file summarization supports PDFs and TXT files. The tool extracts text from these local documents and distills the content into readable summaries for research or meeting notes.

What do I need to summarize web pages that block scraping?▼

To summarize blocked sites, you need optional fallbacks such as FIRECRAWL or APIFY. These services bypass scraping restrictions to extract web page text so the tool can generate the summary.

Do I need to install a CLI tool to summarize URLs and articles?▼

Yes, URL and article summarization requires an installed summarize CLI or equivalent extractor. You also need optional model API keys to process the extracted text and generate the final summary.

How does document summarization handle long investigative articles?▼

Document summarization distills long articles into a short or long summary depending on your needs. It extracts the main text and processes it to highlight key points and takeaways.

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