Reviews a concrete app-serving schema (DDL, ERD, table defs, or data contract) for a layer replicated from an analytics gold layer - severity-ranked findings with fixes. Use when asked to review, critique, audit, or check production readiness of such a schema. Not for interrogating an approach before anything is built, BI star schemas, source-of-record OLTP tables, or API payload schemas.
