summarize

Extract concise summaries, key points, and structured insights from articles, documents, URLs, and transcripts.

36|4|Updated Feb 11, 2026

Search Tags:#multi-source #content #text #transcripts #summarize #bullet-points

Ready to run

npx skills add https://github.com/xg-gh-25/SwarmAI --skill summarize-xg-gh-25

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: summarize
Source: https://github.com/xg-gh-25/SwarmAI/tree/main/backend/skills/s_summarize
Command: npx skills add https://github.com/xg-gh-25/SwarmAI --skill summarize-xg-gh-25

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Quickly extract the essence from long content, producing brief, structured summaries that save time and improve decision-making.

Core Features & Use Cases

Automated summary generation for articles, documents, URLs, transcripts, and multi-source content.
Configurable depth: ultra-short TL;DR, standard 3-7 bullets, or detailed, structured sections.
Multi-source synthesis: summarize multiple inputs and produce synthesized takeaways with source traces.

Quick Start

Summarize this content into a concise set of bullet points tailored to the requested depth.

Frequently Asked Questions about summarize

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

FAQPage Schema

How do I summarize content from multiple sources into one set of bullet points?▼

Summarizing content from multiple sources involves aggregating URLs, local files, and pasted text into a single input. The tool synthesizes the inputs, producing concise bullet points with source attribution and synthesized takeaways.

Can I summarize articles and transcripts into an ultra-short TL;DR?▼

You can summarize articles and transcripts into an ultra-short TL;DR. The tool offers configurable depth levels, allowing you to select between ultra-short, standard 3-7 bullets, or detailed structured sections.

Does the summarizer support extracting action items from pasted text and URLs?▼

The summarizer supports extracting action items from pasted text and URLs. It processes these inputs to deliver structured insights and concise summaries with optional action items for improved decision-making.

What is the best way to get structured insights from long documents?▼

To get structured insights from long documents, use a configurable summarizer that enforces deterministic formatting. It extracts key points and delivers source-attributed results tailored to your requested depth level.

Do I need any external dependencies to summarize local files and multi-source content?▼

You do not need external dependencies to summarize local files and multi-source content. The tool operates independently without requiring additional components to extract summaries and structured insights.