spec-first:review

Traceability verification is automated by mapping all code changes to established requirements like TASK, FR, or DS before assessing code quality. This ensures compliance with project standards and verifies that every modification is correctly linked to its originating requirement.

A compliance-first code review process enforces mandatory process gates and traceability checks before evaluating code quality dimensions like SOLID principles and security. This two-stage mechanism ensures adherence to established standards first, streamlining the path to production readiness.

You can check adherence to SOLID, security, performance, and testing standards by running an automated quality assessment after compliance is verified. This secondary review stage evaluates the code against these specific dimensions and outputs categorized findings.

Yes, automated code review identifies production readiness bottlenecks by outputting findings categorized as MUST FIX, SHOULD FIX, or OUT_OF_SCOPE. It evaluates quality dimensions like performance and security to highlight exactly which issues need immediate attention before merging.

No specific CI/CD pipeline dependencies are required to run this automated code review. It operates independently to conduct the two-stage compliance and quality assessment, allowing you to analyze code changes for production readiness without external pipeline integrations.

You should not use a compliance-first auditing approach when your code changes lack established requirements like TASK, FR, or DS mappings. Without these traceability references, the mandatory compliance checks cannot verify adherence to process gates and standards.