UX for AI — Design Framework

Use When

• AI interface design framework for building AI-powered features that feel premium, trustworthy, and world-class — not sloppy or robotic. Covers trust/transparency principles, avoiding AI slop, human oversight requirements, onboarding AI features...
• The task needs reusable judgment, domain constraints, or a proven workflow rather than ad hoc advice.

Do Not Use When

• The task is unrelated to ux-for-ai or would be better handled by a more specific companion skill.
• The request only needs a trivial answer and none of this skill's constraints or references materially help.

Required Inputs

• Gather relevant project context, constraints, and the concrete problem to solve.
• Confirm the desired deliverable: design, code, review, migration plan, audit, or documentation.

Workflow