Experiment Autonomous experiment loop: try ideas, keep what works, discard what doesn't, never stop. Tools - — configure session (name, metric, unit, direction). Call again to re-initialize with a new baseline when the optimization target changes. - — runs command, times it, captures output. - — records result. auto-commits. / / auto-reverts code changes (experiment files preserved). Always include secondary dict. Dashboard: ctrl+shift+t. Setup 1. Ask (or infer): Goal , Command , Metric (+ direction), Files in scope , Constraints . 2. 3. Read the source files. Understand the workload deeply b…