Experiment Code Generate and iteratively improve ML experiment code for research papers. Input - — Task: , , , - — Research plan, idea description, or error message References - Experiment prompts and patterns: - Code patterns (error handling, repair, hill-climbing): Action: Generate initial experiment code following this structure: 1. Plan experiments first — List all runs needed (hyperparameter sweeps, ablations, baselines) 2. Write self-contained code — All code in project directory, no external imports from reference repos 3. Include proper logging — Save results to JSON, print intermedia…