Model and API spend per module, agent and character; credits and queue health.
Warns the owner when a module or agent passes 80% of its monthly cap.
Forecasts when each credit pool runs out and moves jobs to the pool with headroom.
Spend by module, agent, character and model with the biggest changes first.