A high-performance, local AI summarization tool designed to transform long-form content into actionable insights.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install summarize-pro
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install summarize-pro using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Summarize Pro?
Summarize Pro is a sophisticated summarization engine built for users who value privacy and efficiency within Openclaw Skills. It processes text, documents, meeting transcripts, and emails locally on your machine, ensuring that no sensitive data ever leaves your environment. By leveraging advanced local AI, it can adapt to various formats like ELI5, executive summaries, and progressive multi-level digests.
This skill is more than a simple text shortener; it acts as a comprehensive knowledge management assistant. It tracks your reading statistics, saves important highlights, and allows for custom template creation, making it an essential tool for developers, researchers, and busy professionals using Openclaw Skills.
Summarize Pro Use Cases
- Condensing long technical articles into quick TL;DR summaries for rapid consumption.
- Extracting actionable to-do items and deadlines from messy meeting transcripts or long email threads.
- Simplifying complex concepts using the ELI5 (Explain Like I'm 5) mode for better understanding.
- Generating professional executive summaries from business reports for stakeholder communication.
- Comparing two different texts to identify overlapping claims, contradictions, and distinct perspectives.
How Summarize Pro Works
- The user provides a text input or a document through a command like summarize or tldr within Openclaw Skills.
- The engine analyzes the content type to automatically detect the most appropriate format, such as meeting notes or technical reports.
- Local AI processing synthesizes the text into the requested format while strictly adhering to accuracy and fact preservation rules.
- The output is displayed with detailed word reduction statistics and then automatically logged to a local history file.
- User stats like words processed and streak days are updated in the local settings to provide a gamified experience.
Summarize Pro Setup
To get started with this skill for Openclaw Skills, run the following commands in your terminal to create the necessary directory and initialize configuration files:
mkdir -p ~/.openclaw/summarize-pro
Next, ensure the directory contains a basic settings.json and history.json to enable persistence and tracking.
Summarize Pro Data Schema & Taxonomy
Summarize Pro organizes all data locally within the ~/.openclaw/summarize-pro/ directory using standard JSON structures. This ensures portability and easy inspection within Openclaw Skills.
| File | Description |
|---|---|
| settings.json | Stores user preferences, word counts, and achievement streaks. |
| history.json | A log of the last 100 summaries generated for quick reference. |
| saved.json | Contains bookmarked summaries that the user has specifically chosen to keep. |
| templates.json | User-defined custom summary formats and sections. |
Summarize Pro Advanced Features
- Smart Format Detection: Automatically switches between meeting, email, and article modes based on content analysis.
- Progressive Summarization: Generates three levels of detail (TL;DR, Short, Medium) in a single response for deep context.
- Custom Templates: Allows users to define their own summary structures, such as standup reports or code review notes.
- Multi-Language Support: Capable of summarizing content and outputting results in dozens of languages including Hindi, Spanish, and Japanese.
- Gamified Analytics: Tracks usage patterns to unlock achievements and monitor reading productivity over time.
SKILL.md
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