Create database tables from SQL (CTAS) or natural language descriptions
Generate MetricFlow metrics from natural language business descriptions
Generate MetricFlow semantic models from database tables with validation and Knowledge Base publishing
Activate when the gen_job agent detects that the source and target databases differ. Covers cross-database transfer lifecycle - type mapping via adapter Mixin hints, DDL generation, data transfer via transfer_query_result, and lightweight reconciliation.
Execution guide for Airflow scheduled jobs — troubleshooting, updating, conn_id conventions, and cron references
Scheduler validator driven by ValidationHook — read-only static verification of scheduled jobs (schedule correctness, configuration, runtime context already collected by deterministic hook). Does not trigger test runs.
Create, view, and manage Grafana dashboards with panels and datasources
Create, view, and manage Superset dashboards with charts and datasets