audience-ui-review
audience-ui-review
The user's explicit instructions take precedence over this skill.
Review the interface against the expectations of its intended audience, not against a universal preference for simplicity, spaciousness, or beginner-friendliness.
Core judgment
Complexity is not the same as confusion.
A dense interface can be appropriate when expert users repeatedly perform complex tasks and need many signals at once. A visually simple interface can still be confusing if it hides state, uses unclear terminology, loses context, or makes recovery difficult.
Evaluate whether the interface helps its real users perform their real tasks with appropriate speed, confidence, and recoverability.
Establish the audience model
Use repository context, product copy, user-provided context, and the interface itself to infer: