auto-experiment

Domain-agnostic Auto-Experiment framework for systematically improving any measurable outcome. Use when the user wants to optimize, benchmark, A/B test, or iteratively improve any metric — whether it's code performance, prompt quality, conversion rates, accuracy, latency, cost, or any numeric target. Also use when the user says "run experiments", "optimize X", "test which approach is better", "benchmark this", "systematic improvement", "A/B test", "auto-experiment", or any request to compare multiple approaches to a measurable goal. Do NOT use for one-off fixes, subjective tasks without a numeric metric, or single conversions with no comparison.