domains / families / business / ai-native-ux

ai-native-ux

separate

Help users interact with probabilistic models by designing interfaces that manage fluidity, intent, and agency while maintaining trust and control.

When to use

designing ai-native user experiences
mapping the agency-control balance
designing for non-determinism
structuring conversational grammars
iterating on feedback loops
defining clear decision boundaries
implementing effortless correction
optimizing for instruction following

Source

Repository	Path
RefoundAI/lenny-skills	`skills/ai-native-ux/SKILL.md`