Optimizes Snowflake query performance using query ID from history. Use when optimizing Snowflake queries for:
(1) User provides a Snowflake query_id (UUID format) to analyze or optimize
(2) Task mentions "slow query", "optimize", "query history", or "query profile" with a query ID
(3) Analyzing query performance metrics - bytes scanned, spillage, partition pruning
(4) User references a previously run query that needs optimization
Fetches query profile, identifies bottlenecks, returns optimized SQL with expected improvements.
