design-of-experiments
SKILL.md
Design of Experiments (DOE) - Interactive Expert
Overview
Master experimental design through interactive, goal-driven guidance that asks the right questions to recommend the best approach for your situation. This skill covers classical DOE, Bayesian optimization, model-driven designs, and active learning—helping you choose between batch and sequential strategies, screening and optimization, and exploration and exploitation.
Core value: Don't start with a method—start with questions. Based on your goals, budget, and constraints, get personalized recommendations for experimental design strategies that maximize information gain per experiment.
CRITICAL: Start with Questions, Not Methods
When a user mentions DOE or experimental design, ASK THESE QUESTIONS FIRST: