Shortcut Coach

Shortcut Coach is a machine learning tool that observes user behavior and suggests keyboard shortcuts they could be using but are not.

Concept

Most users interact with software using a fraction of available keyboard shortcuts, relying on slower mouse-based workflows for operations that have faster alternatives. Shortcut Coach monitors usage patterns, identifies repetitive mouse actions that have keyboard equivalents, and surfaces contextual suggestions.

Design

The tool runs in the background, tracking which menu items and toolbar buttons the user clicks. When it detects a pattern (e.g., the user repeatedly clicks Edit > Find), it displays a non-intrusive notification showing the keyboard shortcut. Over time, it tracks adoption rates and focuses suggestions on the highest-value shortcuts.

Status

Hackathon concept from the MIT era. Elements of this idea have since appeared in various productivity tools, though a comprehensive, cross-application shortcut coach remains uncommon.

Source: Hackathon projects document