ai-interface-design

Use when designing or reviewing the user-facing interface of a feature powered by an AI model: a chat or assistant, a copilot layered on an existing tool, an AI-generated output (text, image, summary), or an autonomous or semi-autonomous agent. Covers prompt input design, trust and verifiability of AI output, waiting states for nondeterministic latency, and agentic interface patterns (plan visibility, shared control). Do not use for prompt engineering or model selection for accuracy (an engineering concern), for training or evaluating a model, or for a product with no AI component (the other design skills).