R^2Orch: Recursive Self-Improvement for Agent Orchestration via Self-Play within a Skill-Internalization Loop

R^2Orch is a new paradigm of Recursive Self-Play Orchestration. It uses an inner loop of self-play to improve the orchestrator on self-chosen tasks. An outer loop improves how the inner loop improves.