Verification & Quality Assurance

Truth scoring evaluates code correctness and reliability on a 0.0 to 1.0 scale. It provides real-time metrics for code, agents, and tasks, allowing you to set custom quality thresholds like 0.98 for verification checks.

Run a verification check on a specific file using the command line, such as `npx claude-flow@alpha verify check --file src/app.js --threshold 0.98`. This validates code correctness against your specified reliability metric.

Real-time monitoring of code quality metrics is supported through live dashboards and watch modes. It provides statistical analysis, confidence intervals, and improvement tracking for ongoing verification of code outputs.

Claude Flow and associated Python libraries are required to process code and generate truth scores. This dependency provides the core environment for executing automated verification and rollback mechanisms.

When code changes fail security and best practices validation, automatic rollback instantly reverts them. This mechanism maintains high-quality agent outputs and prevents degraded codebase reliability.