What problem does it solve? Product teams struggle to understand why users sign up but never return. This Skill provides a structured framework for diagnosing weak engagement loops and designing habit-forming product experiences based on Nir Eyal's Hook Model. ## Core Features & Use Cases - Four-Phase Loop Design: Analyze and build Trigger, Action, Variable Reward, and Investment phases with scoring against a 10/10 rubric. - Habit Testing & Diagnostics: Apply the 5% habit rule, Habit Zone matrix, and quick diagnostic tables to identify why users drop off. - Ethics Evaluation: Use the Manipulation Matrix and ethical boundary checklists to avoid dark patterns and regulatory risk. - Use Case: A product manager notices daily active users declining after onboarding. Use this Skill to audit the onboarding flow against the Hook checklist, identify that rewards are predictable and investment is requested too early, then get concrete fixes. ## Quick Start Audit my app's onboarding flow using the Hook Model and tell me why users are not coming back after signup.