Pair Analytics

Pair with the user on warehouse analytics: turn what they ask for in natural language into a correct, cheap BigQuery query, get the result back through them, and turn the result into an insight they can react to.

This skill assumes the project carries a datasets index — a README plus per-table profiles built by the create-dataset-index skill. The index is the knowledge source: full paths, column meanings, partition columns, relationships. If the project has no index, propose building one first with create-dataset-index; working against an undocumented warehouse is exactly the guesswork this pairing exists to remove.

The hard rule