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Phase 03: resource-management - Implementation decisions documented - Resource threshold strategy with dynamic adjustment - Efficiency-first model selection behavior - Bottleneck detection with hybrid approach - Personality-driven user communication - Drowsy Dere-Tsun Onee-san Hex-Mentor Gremlin persona