Skill Quality Auditor

What This Skill Does

The Skill Quality Auditor, developed by ann0501, acts as an automated, multi-dimensional diagnostic tool for the OpenClaw ecosystem. It evaluates agent skills by performing a deep-dive technical audit across four core pillars: Design Quality, Content Quality, Security, and Usability. The auditor systematically traverses the skill's file structure, scans source code and documentation for adherence to established standards, and executes a weighted scoring algorithm to determine if a skill meets the requirements for deployment. It is designed to ensure consistency, prevent the proliferation of insecure code, and provide developers with actionable feedback for improvement.

Installation

To integrate this auditing tool into your local environment, execute the following command in your terminal: clawhub install openclaw/skills/skills/ann0501/skill-quality-auditor

Use Cases

This skill is indispensable for:

• Developers wishing to self-audit their code before submission to the ClawHub repository.
• Community moderators vetting new agent skills for safety and quality compliance.
• Teams maintaining internal skill libraries who need a standardized rubric to ensure all automated agents adhere to strict design and security protocols.
• Quality Assurance workflows where manual code review needs to be augmented by an automated gatekeeper that flags critical security vulnerabilities (e.g., hardcoded credentials or unauthorized shell execution) instantly.

Example Prompts

1. "Score this skill at /path/to/my-agent-skill, I need to know if it's ready for deployment."
2. "Evaluate the skill located in the project folder and provide a detailed scorecard, especially checking for security vulnerabilities."
3. "Rate skill quality for the updated version in the beta branch; focus on content quality and usability scores."

Tips & Limitations

The Auditor performs static analysis; while it identifies dangerous patterns (C1-C11), it does not execute scripts to prevent accidental system compromise during the audit. Always review the final generated scorecard carefully. If a 'CRITICAL' security finding is flagged, the system will force a 'REVISE' status regardless of other scores. For the most accurate assessment, ensure that the SKILL.md is complete and up to date, as the auditor relies heavily on this documentation for cross-referencing and contextual understanding of the file structure.