summarize

Extract and summarize content from URLs, files, and videos.

5|2|Updated Apr 18, 2026
One-click install
npx skills add https://github.com/JackLuguibin/OpenPawlet --skill summarize-jackluguibin
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: summarize
Source: https://github.com/JackLuguibin/OpenPawlet/tree/main/src/openpawlet/skills/summarize
Command: npx skills add https://github.com/JackLuguibin/OpenPawlet --skill summarize-jackluguibin

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires summarize, and includes scripts (resource) components.

What problem does it solve?

This Skill provides a quick way to summarize or transcribe content from URLs, podcasts, and local files, helping users grasp information efficiently.

Core Features & Use Cases

  • Content Summarization: Generate concise summaries of articles, PDFs, and YouTube videos.
  • Transcript Extraction: Obtain transcriptions from videos or audio links for review or documentation.
  • Use Case: If a user shares a lengthy research article or an interview video, employ this Skill to produce a brief, readable summary or transcript suitable for quick understanding or record-keeping.

Quick Start

Summarize a news article URL or a local PDF file to get a brief overview or transcript.

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 URL?

To summarize a YouTube video or podcast URL, the Skill extracts the multimedia content and processes it using the summarize CLI tool to generate a concise, readable text overview. It requires relevant API keys to access and transcribe the media link.

Can I transcribe audio and video files for quick documentation?

Yes, you can transcribe audio and video files to obtain text for review or documentation. The Skill processes local files and multimedia links to extract transcripts, helping you distill information quickly without manual transcription.

Do I need the summarize CLI tool and API keys to process PDFs?

Yes, processing PDFs requires the summarize CLI tool and relevant API keys for document formats. These dependencies handle the content extraction and natural language processing needed to generate summaries from local files.

What is the best way to extract content from URLs and local files?

The best way to extract content from URLs and local files is using a summarization Skill that distills information from articles, PDFs, and videos. It facilitates quick comprehension by generating brief overviews or transcripts for research and media review.

Does URL summarization work with lengthy research articles?

Yes, URL summarization works with lengthy research articles by extracting the text and producing a brief, readable summary. This is useful for information distillation tasks, allowing you to grasp the core points without reading the entire document.

What are the limitations of using this approach for transcription?

A limitation of transcription via this Skill is its dependency on the summarize CLI tool and external API keys. Without the correct API configurations for multimedia formats, the extraction and summarization of media content will not process correctly.