Silent Degradation Audit Skill

Overview

Production-ready skill for detecting silent degradation across codebases. Uses multi-wave audit system with 6 specialized category agents, multi-agent validation panel, and convergence detection. Battle-tested on CyberGym codebase (~250 bugs found).

When to Use This Skill

Use this skill when:

• Code has reliability issues but unclear where
• Systems fail silently without operator visibility
• Error handling exists but effectiveness unknown
• Need comprehensive audit across multiple failure modes
• Preparing for production deployment
• Post-mortem analysis after silent failures

Don't use for: