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DJ Agent - Final Implementation Status

**Core Infrastructure** (10/10) - [x] Base directory structure - [x] Action space with 6 tiers - [x] Scheduler with beat quantization - [x] State shadow (Serato mirror) - [x] Serato bridge (MIDI/keyboard) - [x] Reflex policy (continuous controls) - [x] Planner policy (symbolic actions) - [x] Rewards system - [x] Configuration (dj.yaml) - [x] Runtime integration (engine.py)

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# DJ Agent - Final Implementation Status **Date**: November 4, 2025 **Implementation**: ✅ **COMPLETE** **Testing Status**: ⏳ **Awaiting User Setup** **Core Infrastructure** (10/10) - [x] Base directory structure - [x] Action space with 6 tiers - [x] Scheduler with beat quantization - [x] State shadow (Serato mirror) - [x] Serato bridge (MIDI/keyboard) - [x] Reflex policy (continuous controls) - [x] Planner policy (symbolic actions) - [x] Rewards system - [x] Configuration (dj.yaml) - [x] Runtime integration (engine.py) **Training & Evaluation** (7/7) - [x] DJ action data loader - [x] Imitation learning trainer - [x] RL trainer - [x] Evaluation metrics - [x] Serato sandbox (RL environment) - [x] Session logger - [x] Telemetry dashboard **Features** (9/9) - [x] All 6 tiers implemented - [x] Motion-to-intent priors - [x] Safety rails - [x] Ghost/Assist/Auto modes - [x] Hybrid workflow - [x] Hardware controller guide - [x] SuperCollider mastering - [x] Performance profiler - [x] Smooth parameter transitions **Documentation & Tools** (5/5) - [x] Serato setup guide - [x] Hybrid workflow guide - [x] Hardware controller guide - [x] Quick reference card - [x] Test suite + demo

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