Prototype AI interactions in Ink UI

[ScottMorris]

Goal

Design how AI capabilities fit into existing Ink workflows without disrupting scan/navigation speed.

Questions to answer

• Where should AI entry points live (command bar, panel, modal, hotkey)?
• How do we present confidence and rationale for suggestions?
• How do we prevent AI states from cluttering critical scan output?

Scope

• interaction patterns and information architecture
• loading/error states
• keyboard-first UX and accessibility considerations

Acceptance Criteria

• at least 2 UI patterns prototyped and compared
• one recommended MVP interaction model selected
• fallback/no-AI UX remains clean and unaffected