{
  "edges": [
    {
      "component": "channel_a.adaptive_local_cascade",
      "kind": "controlled_composition_depth",
      "declaration": "validation/grade-energy controlled local cascade depth"
    },
    {
      "component": "channel_a.history_lag_slots",
      "kind": "controlled_lag_budget",
      "declaration": "lag_policy=DenseShort { max_lag: 3 };max_declared_lag=3"
    },
    {
      "component": "channel_a.local_slot_policy",
      "kind": "controlled_feature_budget",
      "declaration": "policy=Hybrid { self_copies: 3, lag_count: 2, neighbour_count: 1 };slot_count=6;self_power_degree=3"
    },
    {
      "component": "gp_native.closed_loop_free_run_polish",
      "kind": "controlled_feature_budget",
      "declaration": "closed-loop persistence blend selected on validation free-run; blend=0.500000; before=9.160289e-1; after=7.673726e-1; raw_sensor0_coefficient_index=15"
    },
    {
      "component": "gp_native.compiler_facade",
      "kind": "controlled_feature_budget",
      "declaration": "linear coefficient estimator over 428 explicit GP-native readout features"
    }
  ]
}