cube-semantic-layer

A semantic layer with Cube organizes metrics and dimensions from dbt models into a centralized API. Start by verifying your Cube version and dbt integration, then discover existing models and map them to REST or GraphQL consumption endpoints for downstream applications.

Yes. This Skill guides validation of Cube implementations by checking version capabilities, verifying API pattern alignment with REST and GraphQL specs, and confirming integration with consumption applications through runtime environment checks.

Run Cube availability checks and local API readiness verification, then systematically map discovered models to their corresponding consumption endpoints. This ensures your semantic layer properly exposes metrics and dimensions to all dependent applications.

Verify dbt integration validation within Cube, discover existing dbt models, and propagate governance metadata across the semantic layer. This aligns your transformation logic with Cube's metrics layer and ensures consistent data governance.

Yes. Cube supports multiple consumption APIs—REST, GraphQL, and SQL. This Skill validates API pattern alignment for each type and helps you choose the right endpoint for your consumption applications and use cases.

Before deployment, validate Cube version capabilities, confirm dbt integration, verify API endpoint patterns, test psycopg2 connections and MEASURE() syntax correctness, and ensure governance metadata propagates through the entire layer.