doe-optimizer

# DOE Optimizer Skill ## Purpose Optimize experimental designs using Design of Experiments (DOE) principles for efficient factor screening and response optimization. ## Capabilities - Create factorial designs - Generate fractional factorials - Build response surface designs - Optimize factor levels - Analyze design properties - Generate run orders ## Usage Guidelines 1. Define factors and levels 2. Select design type 3. Generate design matrix 4. Analyze properties 5. Optimize if needed 6. Plan execution order ## Process Integration Works within scientific discovery workflows for: - Process optimization - Factor screening - Response modeling - Efficient experimentation ## Configuration - Design type selection - Factor specifications - Resolution requirements - Optimization criteria ## Output Artifacts - Design matrices - Run order lists - Property analyses - Optimization results