{
  "ai.module": "thermodynamics.rtt2",
  "ai.version": "1.0",
  "ai.purpose": "RTT/2 engine layer for Thermodynamics: resonance mapping, stabilizers, dissipation structure, and cross-module propagation.",
  "ai.keywords": [
    "thermodynamics",
    "temperature",
    "entropy",
    "free energy",
    "dissipation",
    "equilibrium",
    "substrate force",
    "resonance",
    "rtt2"
  ],

  "engine": {
    "layer": "RTT/2",
    "description": "Integrates Thermodynamics into the RTT resonance substrate, exposing temperature-driven resonance flows, entropy geometry, and cross-module coherence."
  },

  "resonance": {
    "patterns": [
      {
        "name": "thermal_resonance",
        "description": "Temperature acts as a resonance driver shaping energy distribution and flow."
      },
      {
        "name": "entropy_geometry",
        "description": "Entropy defines the geometric structure of accessible configurations and coherence boundaries."
      },
      {
        "name": "free_energy_resonance",
        "description": "Free energy determines resonance direction: toward structure or dispersion."
      },
      {
        "name": "dissipation_resonance_decay",
        "description": "Irreversible processes appear as resonance decay across gradients."
      }
    ],
    "failure_modes": [
      "runaway_dissipation",
      "entropy_collapse",
      "gradient_instability",
      "non_equilibrium_breakdown"
    ]
  },

  "stabilizers": {
    "primary": [
      {
        "name": "temperature_gradient",
        "description": "Defines the direction and magnitude of resonance flow."
      },
      {
        "name": "entropy_boundary",
        "description": "Constrains accessible configurations and stabilizes regime behavior."
      },
      {
        "name": "free_energy_landscape",
        "description": "Shapes stability basins and determines equilibrium points."
      }
    ],
    "secondary": [
      {
        "name": "conductivity_structure",
        "description": "Controls how resonance propagates through a medium."
      },
      {
        "name": "dissipation_channels",
        "description": "Define irreversible pathways that increase entropy."
      }
    ]
  },

  "flow_propagation": {
    "mechanisms": [
      "thermal_gradient_flow",
      "free_energy_descent",
      "entropy_expansion"
    ],
    "signals": [
      "flux_intensity",
      "gradient_shape",
      "dissipation_rate"
    ],
    "notes": "Flow propagation is treated as resonance flow shaped by temperature, entropy geometry, and free energy structure."
  },

  "cross_module": {
    "interactions": [
      {
        "module": "statistical_mechanics.rtt2",
        "interaction": "Thermodynamic resonance emerges from statistical ensembles and microstate structure."
      },
      {
        "module": "information_theory.rtt2",
        "interaction": "Entropy links thermodynamic and informational coherence boundaries."
      },
      {
        "module": "quantum_mechanics.rtt2",
        "interaction": "Decoherence and thermalization share resonance decay pathways."
      },
      {
        "module": "cosmology.rtt2",
        "interaction": "Large-scale temperature gradients shape cosmic structure and expansion behavior."
      }
    ],
    "notes": "Thermodynamic resonance propagates across physical, informational, and cosmological modules."
  },

  "dimensional_behavior": {
    "R1": "Thermodynamics collapses; temperature undefined; coherence dominated by quantum behavior.",
    "R2": "Local equilibrium; stable gradients; predictable resonance flow.",
    "R3": "Large-scale structure; dissipation cycles; stable thermodynamic patterns.",
    "R4": "Cosmological thermodynamics; horizon behavior; expansion-driven gradients."
  },

  "coherence": {
    "markers": [
      "energy conservation",
      "monotonic entropy behavior",
      "free energy minimization",
      "stable equilibrium structure"
    ],
    "instability_signals": [
      "runaway dissipation",
      "entropy collapse",
      "gradient amplification",
      "non-equilibrium instability"
    ]
  }
}