v2.4.0: Self-Improvement Loop - Phase 8 Adaptive Learning System Complete Adaptive Learning implementation: - Feedback Collection (explicit, implicit, outcomes) - Learning Engine (preferences, patterns, corrections) - Adaptation Manager (behavior modification, regression prevention) - Performance Tracking & Quality Analysis Target metrics: 89% acceptance rate, 1.1 corrections/task, 4.7/5.0 satisfaction