Data Analysis Answer business questions by querying the data warehouse. The kernel auto-starts on first call. All CLI commands below are relative to this skill's directory. Before running any command, to the directory containing this file. Workflow 1. Pattern lookup — Check for a cached query strategy: If a pattern exists, follow its strategy. Record the outcome after executing: 2. Concept lookup — Find known table mappings: 3. Table discovery — If cache misses, search the codebase ( ) or query . See reference/discovery-warehouse.md. 4. Execute query : 5. Cache learnings — Always cache before…