evolve-agent

Run evidence-driven evolution of agents, prompts, skills, and agent harnesses. Use when asked to initialize or operate an evolution workspace, choose Hill Climb, A-Evolve, GEPA, AHE, or HyperAgents, let an outer Agent adapt the evolution process, invoke operators directly, improve a candidate through repeated evaluation, recover interrupted evolution, or report an evidence-backed champion.