Diagnose the current stage of an AI-native startup and route founders to the right stage skill. Use when a founder asks where to start, is unsure whether they are in Idea, MVP, Launch, or Scale, wants a stage assessment, wants a practical founder playbook workflow, or provides company context and asks what to do next.