recognition-recents-and-suggestions

What problem does it solve?

It helps designers reduce decision time by surfacing the most likely options—recents, frequents, and contextual suggestions—so users don’t have to scan or retype what they commonly choose.

Core Features & Use Cases

• Recents, Frequents, and Predictions: Prioritizes recently used items, consistently high-frequency items, and context-driven recommendations to place the likely target at the top of pickers and navigation.
• Fast-Access Surface Patterns: Supports UI patterns like command palettes, navigation that adapts to behavior, “for you” feeds, suggested replies, and suggested tags.
• Risk-Aware UX for Trust & Privacy: Includes guidance for when recents harm (bad predictions, sensitive contexts, shared devices) and how to mitigate (clearable/opt-out, tenant scoping, context-appropriate surfacing).

Quick Start

Ask your AI to propose a recents + suggestions picker UI for your product, including privacy-safe defaults and fallback behavior when predictions are unreliable.