Verification & Quality Assurance

About

This skill provides a comprehensive quality assurance framework for Claude Code, focusing on reliability and code correctness. By implementing a sophisticated truth scoring system (0.0-1.0) and automated verification checks across security, performance, and best practices, it prevents regressions and ensures production-grade output. Its standout feature is the automatic rollback system, which instantly reverts changes that fall below defined confidence thresholds, making it an essential tool for developers building autonomous agent workflows or maintaining complex codebases.

Key Features

• Instant Git-based rollback system for changes failing accuracy thresholds
• Automated verification of security, performance, and best practices
• 81 GitHub stars
• Real-time Truth Scoring (0.0-1.0 scale) for code and agent tasks
• Interactive web-based dashboards for quality metrics and trend analysis
• Seamless CI/CD integration with structured JSON/HTML reporting

Use Cases

• Enforcing security and coding standards across collaborative development teams
• Monitoring autonomous agent reliability during large-scale refactoring tasks
• Automating quality gates in CI/CD pipelines to prevent poor code from merging