kpi-verification-pass-rate

First-pass verification success rate measures how often your verify.sh passes on the initial run without failures. Track each attempt's stage outcome—format, lint, type, test, or build—and log whether it passed or failed to identify bottlenecks and improvement opportunities in your verification workflow.

Run pre-flight checks before verify.sh: execute npm run lint:check and npm run typecheck first. This catches common issues early, reducing failures in the full verification pipeline and raising your first-pass success rate by addressing linting and type errors before the complete build runs.

Yes. This KPI supports both manual and automated collection of verification outcomes. Log stage-level results and root-cause data from each first attempt in CI/CD pipelines, pre-flight checks, and manual QA workflows to enforce defined target benchmarks across your entire verification process.

First-run failures typically occur in format, lint, type, test, or build stages due to uncaught code issues. Integrate IDE checks, validate dependencies before verification, and analyze root-cause logs from failed attempts to identify recurring problems and prevent repeat failures in subsequent runs.

Yes. This KPI integrates with CI metrics to enforce defined target benchmarks for first-pass success. Configure stage-level outcome tracking and root-cause logging in your CI/CD system to monitor pass rates against your performance targets and identify trends over time.