Verification & Quality Assurance

Automated code quality verification in a CI/CD pipeline is achieved by running truth and verify checks that validate correctness, security, and performance to produce real-time reliability scores. The Skill exports these metrics and hooks directly into your existing delivery pipelines for continuous validation.

A truth score in software quality assurance is a real-time reliability metric ranging from 0.0 to 1.0, generated for code, tasks, and agents. It provides a quantifiable confidence measure that drives automated rollback decisions when configurable quality thresholds are not met.

Automatic rollback when verification checks fail is configured by setting quality thresholds for your truth scores. When a release or code change drops reliability below your defined threshold, the system instantly reverts the changes to prevent bad deployments.

You can monitor live quality metrics and statistical trends using built-in dashboards and a watch mode. The dashboard reports confidence intervals and ongoing quality assurance data, allowing you to track reliability metrics in real-time during active development.

Code verification works without external dependencies, operating as a standalone automated validation process. It integrates with Claude Flow tooling to apply checks for correctness, security, performance, and documentation directly within your development environment.