Verification & Quality Assurance

Truth scoring assigns real-time reliability metrics (0.0–1.0) to code and task outputs, measuring correctness against security and best-practice checks. Enable it in your CI/CD pipeline or agent workflow using `npx claude-flow@alpha truth` to begin automated verification against your codebase or task outputs.

Failed verification triggers instant rollback when truth scores drop below the 0.95 threshold, automatically reverting bad changes. This prevents incorrect or unsafe code from persisting in repositories or agent pipelines while maintaining audit trails of rejected changes.

Yes. The Skill exports live dashboards and metrics that track truth scores, verification results, and rollback events across CI/CD pipelines and agent tasks, enabling continuous visibility into code and output quality across batch checks and monitoring scenarios.

Automated rollback integrates with CI/CD pipelines to intercept and revert changes that fail quality gates. It applies to file verification, task output validation, and batch checks, making it compatible with standard deployment workflows without requiring pipeline restructuring.

Verification checks enforce security standards and development best practices alongside functional correctness, scoring outputs holistically. Combined with performance metrics and exportable dashboards, these checks ensure code meets organizational quality requirements before deployment or execution.

Truth scoring complements traditional tests by providing continuous reliability metrics for agent outputs and live code, catching regressions and quality drift in real time. Use it for scenarios where outputs are dynamic, difficult to pre-validate, or require instant rollback capability.