aidp-cluster-ops

Manage AIDP Spark compute clusters — list, status, start/stop/restart, installed libraries (JARs/Python), provision/scale a new cluster (driver/worker shapes, autoscale, GPU/RAPIDS, AI Compute), and connect external BI tools (JDBC/ODBC). Use when the user asks about clusters, needs to start/stop compute, create or scale a cluster, install libraries, set up a GPU cluster, use AI Compute for agent flows, connect Tableau/Power BI/DBeaver, or pick a cluster before running data work.