A sophisticated text distillation engine that transforms long documents, meeting transcripts, and codebases into structured, concise summaries.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install gi-summarize
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 gi-summarize 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 gi-summarize?
The gi-summarize skill is a professional-grade utility designed to solve information overload by distilling long-form content into its most critical components. By integrating this into your workflow through Openclaw Skills, you can automatically process technical documentation, PR descriptions, and meeting recordings to extract core logic, action items, and key conclusions without manual effort.
This skill goes beyond simple shortening; it understands context. Whether you are a developer looking for a quick overview of a new module or a project manager needing meeting minutes from a transcript, gi-summarize applies structured templates to ensure the output is immediately useful and highly readable.
gi-summarize Use Cases
- Summarizing complex technical documentation or source code into high-level logic overviews for faster onboarding.
- Converting long meeting transcripts into structured minutes with identified action items and deadlines.
- Distilling lengthy Pull Request descriptions to highlight changes, impact areas, and suggested test cases.
- Extracting core requirements and constraints from dense project specification documents.
How gi-summarize Works
- The user provides a text block, document, or code snippet and requests a summary or key point extraction.
- The skill analyzes the input to determine the most appropriate template (e.g., General, Meeting, Technical, or Requirements).
- It filters out redundant descriptions and transitionary phrases while preserving essential data like names, dates, and metrics.
- The content is restructured into a formatted Markdown output, typically maintaining a length of 10-30% of the original source.
- The final output is delivered with traceability markers, allowing users to reference specific sections of the source material.
gi-summarize Setup
To integrate this functionality into your environment, install the skill via your Openclaw Skills manager:
openclaw skill install gi-summarize
Ensure your agent has the necessary permissions to read the files or text blocks you intend to summarize. No additional configuration is required beyond standard LLM setup.
gi-summarize Data Schema & Taxonomy
The skill organizes extracted information into specialized Markdown schemas depending on the input context:
| Output Template | Primary Data Fields |
|---|---|
| General Summary | Core Points, Key Conclusions, Recommendations |
| Meeting Minutes | Subject, Discussion Topics, To-Do List (Owner/Task/Deadline), Next Steps |
| Technical/Code | Functional Overview, Main Logic/Modules, Key Parameters/Interfaces |
| Requirements | Background, Core Needs, Boundaries/Constraints |
All metadata and conclusions are optimized for scan-ability using standard headers and bulleted lists.
gi-summarize Advanced Features
- Intelligent context detection to switch between technical code analysis and business meeting summaries automatically.
- Multi-document theme extraction to identify common threads across a collection of files.
- Actionable task detection that formats to-do items into a standardized checkbox format ready for project management tools.
- Traceability support within the Openclaw Skills framework to link summary points back to specific paragraphs in the source text.
SKILL.md
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