devlyn:evaluate

Independent code review on a pull request is performed by assembling a specialized evaluator team to audit changes and produce evidence-based findings. The evaluation covers correctness, architecture, security, frontend quality, spec compliance, and test coverage.

Evidence-based work evaluation is an independent assessment of recent implementation work that produces structured findings with file:line references. It grades code changes across multiple quality dimensions and delivers an outcome-focused report suitable for DevOps workflows.

Auditing code quality across security and architecture is done by applying a focused evaluator team to the changeset. This team audits correctness, frontend quality, spec compliance, and test coverage, generating evidence-backed findings with specific file:line references.

You can generate a structured report for grading a branch or changeset by assembling an evaluator team to audit the work. The resulting report details findings and remediation steps, making it suitable for integration into DevOps workflows.

Independent work evaluation requires no specific dependencies or setup to function. It operates as a standalone process to audit work produced by another session, PR, branch, or changeset and deliver structured, outcome-focused reports.