production-code-audit

Quick Review

This is a comprehensive and well-structured skill for autonomous codebase auditing and transformation to production-grade quality. The description clearly indicates it performs deep scanning and systematic transformation. The skill provides extensive task knowledge with detailed checklists covering security, performance, architecture, code quality, and testing across multiple categories. The structure is logical with clear phases (Discovery → Detection → Fixes → Verification) and rich examples showing before/after transformations with metrics. However, the novelty score is moderate because while the comprehensive scope is valuable, individual audit tasks (security scans, performance profiling, code quality checks) are often available through specialized tools. The main value-add is the autonomous, holistic approach that scans everything and applies fixes automatically without requiring user input for each decision. The skill would benefit from more explicit guidance on conflict resolution when automated fixes might have trade-offs, and clearer boundaries on when human oversight is needed for architectural decisions.