Generates a contextual onboarding doc for a new contributor based on their role (engineer, designer, PM, QA, etc.). Summarizes app concept, architecture, conventions, current sprint, and the contributor's likely first tasks. Use when bringing someone new onto the project or when a contributor switches roles.