feat: Adaptive UI Based on User Expertise Level#703
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Implements ML-powered expertise classification and adaptive UI system that detects user expertise level and adapts UI complexity accordingly. Key features: - ML-powered expertise engine with 12+ weighted behavioral signals - Auto-tracking of feature usage, task completion, shortcuts, and session patterns - Progressive disclosure of features based on expertise level - Manual expertise override with auto/AI detection option - Expertise badge showing current level with manual override dropdown - Detailed progress panel with signal breakdown and level-up actions - Growth trend detection for adapting to expertise growth - 3-tier UI adaptation: Novice (simplified/guided), Intermediate (standard), Expert (detailed) Files: src/lib/expertiseEngine.ts - ML classification engine src/lib/expertiseAdaptation.ts - Enhanced signals + persistence src/context/ExpertiseContext.tsx - React context provider src/hooks/useExpertiseTracking.ts - Auto-tracking hook src/hooks/useAdaptiveComponents.ts - Component adaptation hook src/components/expertise/ - UI components (badge, panel, disclosure) src/styles/expertise.css - Adaptive UI styles src/App.tsx - Provider integration src/routes/DashboardLayout.tsx - Badge + tracking integration src/components/layout/Sidebar.tsx - Nav filtering by level src/components/dashboard/Settings.tsx - Override controls
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close #578
Implements ML-powered expertise classification and adaptive UI system that detects user expertise level and adapts UI complexity accordingly.
Key features:
Files:
src/lib/expertiseEngine.ts - ML classification engine
src/lib/expertiseAdaptation.ts - Enhanced signals + persistence
src/context/ExpertiseContext.tsx - React context provider
src/hooks/useExpertiseTracking.ts - Auto-tracking hook
src/hooks/useAdaptiveComponents.ts - Component adaptation hook
src/components/expertise/ - UI components (badge, panel, disclosure)
src/styles/expertise.css - Adaptive UI styles
src/App.tsx - Provider integration
src/routes/DashboardLayout.tsx - Badge + tracking integration
src/components/layout/Sidebar.tsx - Nav filtering by level
src/components/dashboard/Settings.tsx - Override controls