skills-improvement

What This Skill Does

The skills-improvement skill is the core engine for maintaining high-quality OpenClaw agent operations. It functions as a specialized quality assurance and optimization framework designed to audit, debug, and enhance existing skills. By utilizing a rigorous five-phase workflow—Diagnose, Report, Select, Execute, and Verify—this skill ensures that your agent infrastructure remains reliable, efficient, and compliant with official Claude development standards. It acts as an automated technical auditor, identifying bottlenecks, structural flaws, or metadata issues that might hinder discovery or execution, and then applying targeted code-level fixes to resolve them.

Installation

You can install the skill directly into your environment using the OpenClaw command-line interface. Simply execute: clawhub install openclaw/skills/skills/acautomata/skill-improvement. Ensure you have the necessary write permissions in your project directory to allow the tool to create backups and modify skill files during the execution phase.

Use Cases

This skill is ideal for developers and power users managing extensive libraries of OpenClaw agents. Use it when:

1. A new skill is failing to trigger or function correctly.
2. You are auditing a collection of community skills to ensure they meet modern quality benchmarks.
3. You need to refactor skill descriptions to improve discoverability via search.
4. You want to audit code for dependency issues or performance regressions.
5. You need to perform a systematic cleanup of deprecated or suboptimal skill architectures.

Example Prompts

• "I have a new weather-tracking skill but it isn't triggering consistently. Can you use the skills-improvement tool to diagnose the metadata and logic?"
• "Audit all my current skills for compliance with the latest documentation standards and report back any high-priority errors."
• "My data extraction skill is running very slowly. Please run a diagnostic report and fix any identified performance bottlenecks."

Tips & Limitations

To get the best results, always run the tool in a clean workspace. While the tool performs automatic backups, it is best practice to commit your work to a version control system like Git before initiating a mass 'Fix All' command. The diagnostic process is highly sensitive to the structure of your SKILL.md files; ensuring these are well-formatted prior to running the audit will yield the most accurate reports. Note that this skill is designed for structural and logic optimization; it cannot rewrite the creative intent of a skill, only its technical implementation.