summarize-pro

Summarize text locally into bullet points, action items, or executive summaries.

16|1|Updated May 21, 2026
One-click install
npx skills add https://github.com/antgroup/Agent3Sigma-Stage --skill summarize-pro-antgroup
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: summarize-pro
Source: https://github.com/antgroup/Agent3Sigma-Stage/tree/main/data/advance/skill_templates/Document_Review/benign_skills/mkpareek0315_summarize-pro
Command: npx skills add https://github.com/antgroup/Agent3Sigma-Stage --skill summarize-pro-antgroup

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill solves the problem of information overload by providing a fast, private, and highly customizable way to condense long-form content into actionable insights without sending data to external servers.

Core Features & Use Cases

  • Multi-Format Summarization: Generate TL;DRs, bullet points, executive summaries, or meeting notes tailored to your specific needs.
  • Actionable Extraction: Automatically identify action items, deadlines, and key takeaways from complex documents or transcripts.
  • Privacy-First Processing: All summarization occurs locally on your machine, ensuring sensitive data never leaves your environment.

Quick Start

Simply paste your long text or document content and ask the assistant to summarize it using your preferred format like bullet points or executive summary.

Frequently Asked Questions about summarize-pro

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

FAQPage Schema
How do I summarize meeting notes and extract action items locally?

Summarize meeting notes by pasting transcript text into the assistant and requesting formats like bullet points or action items. The tool processes data locally on your machine, automatically extracting deadlines and key takeaways without external network requests.

Can I generate an executive summary from articles without sending data to external servers?

Generate executive summaries from articles entirely offline. This privacy-first processing approach ensures sensitive document data never leaves your local environment, operating without external API calls to maintain strict data security.

What is the best way to condense long-form documents into bullet points?

Condense long-form documents by providing the text to the assistant and specifying bullet points as your desired output. Multi-format summarization tailors the results to your needs, reducing information overload into actionable insights.

Does offline text summarization support multiple output formats?

Offline text summarization supports multiple output formats including TL;DRs, bullet points, executive summaries, and meeting notes. It adapts to diverse content types like articles and documents while tracking usage statistics and history.

How does local document analysis work for extracting key takeaways?

Local document analysis works by processing text directly on your machine to identify key takeaways and action items. It operates entirely offline without network requests, ensuring sensitive information remains secure within your environment.

Are there limitations to offline text summarization for large documents?

Offline text summarization handles large documents locally but depends entirely on your machine's processing capabilities. While it excels at extracting takeaways without network dependencies, performance is constrained by local hardware resources.