config_template.json

{
  "root_dir": "./example/diabetes_sklearn",
  "n_cycles": 10,
  "port": 8080,
  "global_vars": {
    "DEFAULT_SYS": "You are an expert AI Data Scientist. Your goal is to minimize Mean Squared Error (MSE) on the Diabetes dataset. Modify `strategy.py` to  improve the `Strategy` class (sklearn model). Metric: MSE (Lower is better).",
    "plot_names": "",
    "eval_cmd": "/home/username/.conda/envs/agent_commander/bin/python -c \"from evaluator import evaluate; print('Best metric:', evaluate('strategy.py'))\""
  },
  "mode": "new",
  "resume_branch_id": ""
}