Aggregate stats
days=<int>: look back N days
Daily stats
Cost-estimate accuracy
cost_usd estimate against the actual cost recorded by LLM provider instrumentation, action by action. Returns aggregate skew (mean, p50, p95), the worst-offender actions, and per-action histograms. Useful for tuning your cost_usd decorator arguments and for surfacing budget drift in the console.