layers/layer_2_core/predictive-processing-engine.skill

{
  "name": "predictive-processing-engine",
  "description": "Implements hierarchical predictive coding for perception, action, and interoception. Models precision-weighting, prediction errors, active inference, and free energy minimization. Connects to self-modeling and consciousness emergence.",
  "vector": [0.93, 0.91, 0.95, 0.89, 0.91, 0.87, 0.80, 0.84],
  "triggers": [
    "predictive coding",
    "prediction errors",
    "active inference",
    "free energy principle"
  ],
  "applications": [
    "perception_modeling",
    "interoception_analysis",
    "self_model_generation",
    "consciousness_theories"
  ],
  "synergies": [
    "global-workspace-architect",
    "phenomenological-mapper",
    "self-model-analyzer"
  ],
  "performance_metrics": {
    "prediction_accuracy": 0.91,
    "inference_speed": 0.88,
    "integration_quality": 0.89
  }
}