🎓 v1.4.0 — Self-Learning System

Self-Learning Pattern Application Engine

LearningApplicator brings pattern recognition and automatic application

SnapBack now learns from your coding patterns and automatically applies best practices, making it a true intelligent coding companion.

🎯 What's New

• LearningApplicator: Pattern recognition engine that learns from code history
• Auto-Pattern Application: Automatically applies learned patterns to new code
• Context-Aware Learning: Understands when patterns should (and shouldn't) apply
• Pattern Promotion: Successful patterns automatically promote from cold → warm → hot tiers

�� How It Works

1. Capture: Records successful patterns as you code
2. Analyze: Identifies situations where patterns apply
3. Suggest: Recommends patterns in similar contexts
4. Apply: Can automatically apply proven patterns with your approval

📊 Intelligence Tiers

• Hot Tier: Always-loaded, frequently-used patterns (3+ uses)
• Warm Tier: Context-loaded patterns
• Cold Tier: Archived learnings (30d unused → 90d deleted)

🚀 Looking Forward

This release sets the foundation for SnapBack Intelligence Era v2.0, where the system becomes a proactive coding partner that learns and adapts to your style.

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Current Release — Protection Era v1.x transitioning to Intelligence Era v2.x