What problem does it solve? Product and UX ideas often arrive vague, overcomplicated, or AI-for-AI's-sake, and teams ship screens before deciding anything. This Skill converts ambiguity into a concrete product decision: a diagnosis, one recommended direction, coherent scope, specified screen states and copy, and a validation plan. ## Core Features & Use Cases - Three modes: Shape a vague feature idea, Review an existing concept or flow, or produce an engineering Handoff with acceptance criteria. - AI necessity gate: Decides whether AI belongs at all, at what automation level, and how failure, control, and trust calibration are designed using Human-AI interaction guidelines. - Evidence discipline: Separates known facts from assumptions, tags claims with evidence tiers, and defines the smallest test that could change the decision. - Use Case: A stakeholder asks to "add an AI assistant to onboarding." The Skill runs the necessity gate, recommends a rules-based checklist with one AI-assisted step, writes the actual empty-state and error copy, and defines the riskiest assumption to test first. ## Quick Start Use the ot-ux-shape skill to turn this feature idea into a decided direction with concrete screens, states, and a validation plan.
