max_iterations: 100 checkpoint_interval: 10 log_level: INFO llm: primary_model: claude-opus-4-6 primary_model_weight: 1.0 api_base: https://api.anthropic.com/v1 api_key: ${ANTHROPIC_API_KEY} temperature: 0.7 max_tokens: 16384 timeout: 600 prompt: system_message: |- You are an expert in digital signal processing. Improve the adaptive signal filtering algorithm to minimize lag, reduce noise, and track signals. Multi-objective scoring on smoothness, accuracy, noise reduction, responsiveness. numpy and scipy are available. num_top_programs: 3 use_template_stochasticity: true database: population_size: 60 archive_size: 25 num_islands: 4 elite_selection_ratio: 0.3 exploitation_ratio: 0.7 evaluator: timeout: 300 cascade_evaluation: false parallel_evaluations: 1 use_llm_feedback: false diff_based_evolution: true allow_full_rewrites: false