Self-Improving Agent Builder Purpose Run a closed-loop improvement cycle on any goal-seeking agent implementation: Each iteration measures L1-L12 progressive test scores, identifies failures with , runs a research step with hypothesis/evidence/ counter-arguments, applies targeted fixes, and gates promotion through regression checks. When I Activate - "improve agent" or "self-improving loop" - "agent eval loop" or "run improvement cycle" - "benchmark agents" or "compare SDK implementations" - "iterate on agent scores" or "fix agent regressions" Quick Start Runner Script The self-improvement lo…