Write, run, and iterate on SQL safely against a real database. Trigger when the user asks to "query the database", "write SQL", "pull this data", "join these tables", or points at a Postgres/MySQL/SQLite/DuckDB/Snowflake/BigQuery connection. Emphasizes schema discovery before writing, LIMIT while exploring, reading query plans, and dialect gotchas.
