Verification & Quality Assurance

Automated code quality checks and security scanning validate correctness, security, and best practices in real time. This Skill integrates into CI/CD pipelines to score code on a 0.0–1.0 truth scale, running comprehensive verification across correctness, security, performance, and documentation, then triggering rollback if scores fall below your threshold.

Truth scoring generates real-time reliability metrics (0.0–1.0 scale) that measure confidence in code and agent outputs. The score reflects validation results across correctness, security, best practices, performance, and documentation, with trends and confidence intervals to track quality over time.

Yes. Automatic rollback reverts changes that fall below your verification threshold—default 0.95—instantly preventing low-quality or incorrect code from entering your codebase. Git integration enables seamless reversal when checks fail.

You need Claude Flow, a Git repository, Node.js 18+, and jq for JSON processing. These dependencies enable truth scoring, automated verification, rollback execution, and exportable CI/CD outputs.

Verification results export as JSON format compatible with CI/CD systems, including truth scores, check outcomes, and rollback status. This structured output integrates directly into pipeline workflows and monitoring dashboards.

Yes. Beyond CI/CD pipelines, truth scoring and automated verification apply to real-time agents and task execution contexts. Deploy the same verification checks to validate agent outputs instantly and trigger rollback on failure.