Snowflake · soufiane-bi bundle Query Snowflake safely using programmatic access token or browser SSO authentication, and design or scaffold Snowflake Streamlit writeback apps. Use whenever the user mentions Snowflake, Snowflake SQL, warehouse/database/schema exploration, table metadata, DDL, sample data, query execution, business analysis backed by Snowflake, Streamlit in Snowflake, app-managed writeback tables, forecast/promotion/adjustment apps, or Snowflake app admin setup. Enforce read-only SQL guardrails for direct exploration scripts; generate writeback DDL/DML only as reviewed app code or explicit user-requested SQL.
