summarize-pro

Summarize long-form text into key points, action items, and concise summaries.

Updated Apr 14, 2026
One-click install
npx skills add https://github.com/adiytharpansa/openclawuserland --skill summarize-pro
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: summarize-pro
Source: https://github.com/adiytharpansa/openclawuserland/tree/main/skills/summarize-pro
Command: npx skills add https://github.com/adiytharpansa/openclawuserland --skill summarize-pro

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Summarize-pro removes the friction of extracting clear, concise insights from long or complex content by turning articles, reports, transcripts, emails, books, and PDFs into readable summaries, takeaways, and actionable items with privacy-first local processing.

Core Features & Use Cases

  • Multi-format Summaries: TL;DR, bullets, executive summaries, chapter synopses, progressive summaries, and custom-length outputs for diverse workflows.
  • Specialized Extractors: Action items, meeting notes, email digests, thread summaries, comparisons, and multi-language translations for cross-team consumption.
  • Local-First Workflow: All processing and storage happen in a local directory with history, saved summaries, templates, stats, and no external API calls; ideal for privacy-sensitive or offline environments.
  • Real-world Example: Paste a long meeting transcript and receive participant lists, key decisions, ranked takeaways, and an action-items checklist ready to share.

Quick Start

Summarize this text into 5 bullet points and list any action items and deadlines found.

Frequently Asked Questions about summarize-pro

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

FAQPage Schema
How do I summarize a meeting transcript and extract action items offline?

You can summarize a meeting transcript and extract action items offline by pasting the text into the prompt. The Skill processes everything locally, generating participant lists, key decisions, ranked takeaways, and an action-items checklist without external network calls.

Can I generate a TL;DR and bullet points from long PDFs and articles?

Yes, you can generate a TL;DR and bullet points from long PDFs and articles. The Skill extracts key points and concise summaries from various formats, allowing configurable output lengths and styles like executive summaries or progressive summaries.

Does offline text summarization work without external API calls or internet access?

Offline text summarization works entirely without external API calls or internet access. All processing and local read/write storage happen in a local directory, ensuring privacy-sensitive data remains secure and fully functional in offline environments.

What is the best way to get multi-language summaries and chapter synopses from books?

The best way to get multi-language summaries and chapter synopses from books is to provide the text and specify the desired format. The Skill handles chapter summaries, comparisons, and multi-language translations for cross-team consumption.

How do I save summary templates and track history for email digests and thread summaries?

You can save summary templates and track history for email digests and thread summaries using the built-in local storage. The Skill maintains saved summaries, templates, and stats in a local directory, enabling consistent formatting and retrieval of past outputs.

Are there limitations when processing very long text or large reports locally?

Processing very long text or large reports locally depends entirely on your machine's available memory and processing power. Since the Skill runs offline with local read/write storage, large inputs are constrained by your local hardware capacity rather than external server limits.