Set up autoresearch experiments

Interactively configure autoresearch optimization experiment with metrics

Setting up reproducible optimization experiments with clear metrics and success direction.

• · Domain, target file, eval command, metric name, direction

• · Experiment config in .autoresearch/
• · Baseline metric recorded
• · Ready to iterate

• · scripts/setup_experiment.py
• · Python 3.6+

• · Target file exists
• · Eval command produces measurable output

• · Eval command may timeout
• · Metric parsing requires exact format matching

• · Built-in evaluator library
• · Parameter validation
• · Baseline metric verification