nw-ab-critique-dimensions

To evaluate agent quality, apply a formal framework that assesses template compliance, safety implementation, and performance dimensions. This process identifies gaps and risks in Claude-like agents during development, generating structured YAML review outputs with actionable remediation recommendations.

A structured auditing framework for Claude-like agents applies multi-dimension scoring across template compliance, divergence quality, and token efficiency. It extracts frontmatter-driven metadata to produce a formal assessment, yielding dimension ratings, identified issues, and a final verdict.

Systematically critique agent definitions by applying a reusable evaluation checklist that covers template compliance, safety implementation, and language tone. This generates a structured assessment with dimension ratings and specific issues to streamline governance audits and remediation.

Yes, the agent quality review framework works for both development and governance contexts. It evaluates Claude-like agents against a formal quality framework, exposing standardized gaps in template compliance, safety, and performance to streamline audits and guide remediation.

To identify risks in agent definitions, review dimensions including size and focus, divergence quality, safety implementation, examples quality, skill loading, token efficiency, and priority validation. This multi-dimension scoring exposes hidden gaps and generates actionable remediation recommendations.

The output format when evaluating agent quality is a structured YAML review. It includes multi-dimension scoring, specific issues found during the evaluation, actionable remediation recommendations, and a final verdict based on the formal framework assessment.