Use this skill when the user needs to analyze user retention, engagement, activation, or churn behavior — cohort and rolling retention, user lifecycle state machines, transition matrices, engagement matrix (breadth x depth), stickiness distributions, activation moments (setup/aha/habit), or before-after impact analysis around a first behavior.
