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This skill provides a robust framework for maintaining high-quality outputs in AI-driven development by implementing a sophisticated truth scoring system. It automates rigorous verification checks across code correctness, security, and performance, while offering a safety net with automatic Git-based rollbacks for any changes that fall below a 0.95 accuracy threshold. Ideal for developers integrating Claude into CI/CD pipelines, it ensures that agent-generated code meets production standards through statistical analysis, live dashboards, and comprehensive reporting.