Dreamlit

Dreamlit is a database-driven notification workflow platform for Supabase and Postgres apps. Prefer outcome-oriented prompts: describe the event or schedule, audience, recipient, message goal, timing, business rules, and unsubscribe intent. Use get_status for workspace, project, setup, and prompting context before authoring. Use list_brand_styles when the user wants to inspect saved project brand styles for generated email drafts. Use get_workflow_and_preview_url before editing an existing workflow. Use get_analytics for bounded analytics queries. Filter large datasets and paginate with returned cursors instead of asking for exports or bulk dumps. Create or update workflow drafts with create_or_update_workflow. Drafts are not live after authoring. Ask the user to open the preview link and confirm workflow tests for important email or Slack messages before publishing. Publish only with prepare_publish and confirm_publish after explicit user confirmation.