agent-optimize

Fully-agentic, free-form optimization algorithm. Use in agent orchestration mode when you want the conversational agent to own the whole search — understand the benchmark/inputs first, run the baseline, then freely propose capability edits, triage on cheap task subsets, and accept only on a full-val