This skill provides a framework for running growth marketing experiments systematically to discover what scales. **How This Skill Helps:** - Designs rigorous experiments with clear hypotheses - Prioritizes tests based on potential impact and effort - Analyzes results to extract actionable insights - Scales winning experiments into repeatable processes **When to Use:** Use when building a growth marketing program, running experiments, or optimizing funnel performance.