experiment-loop

Autonomous experimentation pattern for iterative code improvement. Describes the modify-commit-run-evaluate-keep/discard loop generalized from autoresearch. Auto-activates on optimize, experiment, improve iteratively, benchmark, metric-driven, A/B test approaches, autonomous improvement, iterate unt