Node Tree

Player Input
├── PerceptionCore ──→ MusicalContext
├── TempoEngine ──→ TempoContext
├── LoopRecognition ──→ LoopHypotheses
├── BehaviorAccumulator ──→ BehaviorProfile
└── SharedPredictor ──→ PredictorField
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OwnershipDetector (per role: Active / Transitioning / Contested / Left)
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ContextIntegrator (merge all, loop weight capped at 0.35)
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ChannelOrchestrator (dispatch role-filtered slices)
├── Bass Assistant ──→ RankedCandidates
├── Rhythm Assistant ──→ RankedCandidates
└── Solo Assistant ──→ RankedCandidates
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FinalCoordinator (priority → collision → density)
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Scheduler (temporal placement via TempoContext live)
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OutputEngine (SoundEngine + visuals)
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SelfObservation ──→ feedback to Loop / Behavior / Lexicon

Each assistant internally:

Ownership Gate
  └── if LEFT → PatternBuffer → LoopState
        └── LocalEnumeration
              ├── Tier 1: Live loop (continue/vary)
              ├── Tier 2: RoleLexicon (phrase templates)
              └── Tier 3: PPM forward sample (fallback)
                    └── NumericalEvaluator → RankedCandidates