Skill Optimizer 0330 is an expert agent skill architect designed to analyze, audit, and refactor SKILL.md files using advanced structural design patterns.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install skill-optimizer-0330
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 skill-optimizer-0330 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 Skill Optimizer 0330?
Skill Optimizer 0330 functions as a high-level developer advocate within the Openclaw Skills ecosystem. It specializes in transforming standard skill definitions into highly reliable, modular, and efficient agent capabilities. By applying five core design patterns—Tool Wrapper, Generator, Reviewer, Inversion, and Pipeline—it ensures that your AI agents operate with maximum precision and minimal token waste.
The skill is built to be proactive, triggering automatically when it detects opportunities for improvement in your skill definitions. It focuses on maintaining the original intent of a skill while upgrading its underlying architecture to meet professional standards, making it an essential tool for developers building robust Openclaw Skills.
Skill Optimizer 0330 Use Cases
- Refactoring legacy SKILL.md files to improve reliability and performance.
- Auditing new agent skills for quality assurance and design pattern compliance.
- Standardizing skill architectures across a large Openclaw Skills repository.
- Optimizing token usage by modularizing external references and checklists.
- Troubleshooting skills that are failing to trigger or producing inconsistent outputs.
How Skill Optimizer 0330 Works
- Parse & Intent Analysis: The skill reads the SKILL.md content, identifies the core intent, and diagnoses structural flaws or logical weaknesses.
- Strategy Proposal: It suggests a specific optimization strategy using one of the 5 core patterns and waits for user confirmation.
- Structural Refactoring: Upon approval, it rewrites the file, modularizing references and enforcing imperative 'Load → Process → Output' flows.
- Change Log & Rationale: It provides a detailed breakdown of patterns applied, efficiency gains, and safety gates added.
- Final Validation: A checklist-based verification ensures metadata, triggers, and external asset paths are perfectly configured.
Skill Optimizer 0330 Setup
To integrate this skill into your agent environment, ensure the SKILL.md is placed in your active skills directory. It supports auto-triggering based on file changes.
# Example: Checking the quality of a specific skill
openclaw-agent "Check the quality of my weather-skill"
# Example: Manually triggering an optimization
openclaw-agent "Optimize skill-optimizer-0330"
Skill Optimizer 0330 Data Schema & Taxonomy
Skill Optimizer 0330 organizes data based on the following taxonomy:
| Component | Description |
|---|---|
| References | Externalized long-form lists or style guides located in references/ |
| Assets | Static templates or checklists stored in assets/ |
| Metadata | Pipeline-specific headers including domain, steps, and triggers |
| Safety Gates | Explicit 'DO NOT' instructions to prevent model hallucination |
Skill Optimizer 0330 Advanced Features
- Auto-Triggering System: Actively monitors file changes and triggers an audit within 3 minutes of modification.
- Quality Scoring: Automatically initiates optimization if a skill's internal quality score falls below 80%.
- Pattern Enforcement: Dynamically switches between Generator, Reviewer, or Inversion patterns based on the skill's primary function.
- Context Efficiency: Implements dynamic loading of references to keep the prompt context window lean and focused.
SKILL.md
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