summarize

Summarize URLs, transcripts, and local files into concise outputs.

1|Updated Jan 28, 2026
One-click install
npx skills add https://github.com/Zentin-L/Masterbot --skill summarize-zentin-l
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: summarize
Source: https://github.com/Zentin-L/Masterbot/tree/main/skills/summarize
Command: npx skills add https://github.com/Zentin-L/Masterbot --skill summarize-zentin-l

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill helps users quickly understand long content by summarizing URLs, transcripts, and local files into concise outputs.

Core Features & Use Cases

  • URL summarization for articles or web pages
  • Transcript extraction and summarization for videos and podcasts
  • Local file summarization for documents, PDFs, and text files
  • Use Case: You have hours of recorded video that you need a short digest of for a meeting.

Quick Start

Summarize "https://example.com/article" or "/path/to/file.txt" to generate 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 video transcript or podcast into a short digest?

To summarize a video transcript or podcast, provide the source URL or local file path. The skill extracts text from these media transcripts and applies natural language processing to generate a concise, readable summary. It handles common formats and validates inputs to prevent errors.

Can I summarize local files and PDFs along with web pages?

Yes, you can summarize local files, PDFs, and web pages. The skill accepts local file paths or URLs, extracts the underlying text, and processes it into concise outputs. It validates inputs to ensure accurate text extraction across these different document formats.

What is the best way to summarize URLs for quick reading?

The best way to summarize URLs is to pass the web page link directly to the skill. It uses text extraction to pull the core content and natural language processing to deliver a concise output, enabling quick, readable summaries of articles and web pages.

Do I need any external dependencies to extract and summarize text?

No, you do not need any external dependencies to extract and summarize text. The skill relies on built-in text extraction and natural language processing libraries, handling common formats natively without requiring additional setup or component installations.

What are the limitations when using URL and file summarization?

The main limitations of URL and file summarization are tied to text extraction success and input validity. If a local file format is unsupported or a URL is invalid, errors may occur. The skill validates inputs to prevent errors but relies on accessible text for concise outputs.