semantic-view-optimization-audit

A semantic-view audit validates YAML models across VQR, best practices, and custom criteria. It checks consistency, completeness, and missing relationships to deliver structured quality signals for reproducible evaluation pipelines.

Yes, semantic-view audits support custom criteria with user-defined rules. The workflow applies these rules during evaluation and formats the results, allowing you to validate specific conditions alongside standard VQR and best-practices checks.

The best way to evaluate semantic-view YAML models is running the best-practices audit workflow. It checks consistency, completeness, and missing relationships, producing structured outputs that can be routed directly into optimization or debugging modes.

Yes, frontmatter, prerequisites, and tool dependencies are all defined in related SKILL files. You need these configured before running end-to-end semantic-view audits across VQR, best practices, and custom criteria to ensure reproducible evaluation pipelines.

Format VQR extraction results by running the audit workflow, which handles evaluation and results formatting. The structured quality signals generated can be fed directly into downstream optimization or debugging modes.