Summarizer

What This Skill Does

The Summarizer skill for OpenClaw is a sophisticated intelligence module designed to condense high-volume or complex information into digestible, audience-aware formats. Unlike basic summarization tools that simply truncate text, the Summarizer follows a rigorous protocol: Analyze, Select, Extract, Compress, Format, and Verify. This multi-stage approach ensures that the output remains structurally sound, conceptually accurate, and perfectly calibrated for its intended recipient—whether that is an executive needing a rapid decision-support summary, a student preparing for exams, or a technical professional looking for high-level architectural insights. By applying specific techniques like Chain-of-Thought or Role-Based summarization, the skill preserves critical nuances while stripping away noise.

Installation

To integrate this skill into your local OpenClaw agent, execute the following command in your terminal:

clawhub install openclaw/skills/skills/ivangdavila/summarizer

Ensure that your OpenClaw environment is updated to the latest version to maintain compatibility with the required schema and verification protocols.

Use Cases

• Executive Briefings: Condense long internal reports or meeting transcripts into high-level, bulleted action items.
• Technical Documentation: Transform dense code repository READMEs or complex RFCs into simplified summaries for rapid onboarding.
• Academic Research: Synthesize lengthy scientific articles into core thesis and methodology statements for faster study sessions.
• Social Media Content: Adapt long-form articles into concise, engaging formats suitable for micro-blogging platforms.

Example Prompts

1. "Summarize this project proposal into a 3-bullet point executive summary focused on budget implications for the board of directors."
2. "Extract the core architectural changes from this 20-page engineering design doc and present them as a brief technical summary."
3. "Summarize this article for a 5th-grade student, focusing on the main lesson without using complex jargon."

Tips & Limitations

• Tip: When the source material is highly complex, explicitly request 'Chain-of-thought' in your prompt to allow the agent to reason through the content before compression.
• Tip: Always review the 'Key Points' and 'Omitted' sections in the output to understand exactly what the agent prioritized.
• Limitation: The skill is designed to decline requests if the source material is contradictory or contains essential nuance that cannot be safely captured in a summary. Always retain the original source for sensitive legal or medical documents.