Spokes
Token usage + cost breakdown + provider performance analytics across every LLM call.
Records call metadata only — never prompt or response bodies. Reads from the local llm_calls.db SQLite. Posture safe.
Tools
llm_usage_summary — Topline usage for a period.llm_cost_breakdown — Cost broken out by agent / team / model / provider.llm_provider_health — Provider error rate + latency.