AAII.ConditionedCascade:
  title: "Collapse of Primaries – Recursive Conditioning of the Seer"
  model: AAII.Tree
  tiers:
    S1:
      description: >
        Pre-formative Tensions: Pure unbound potentials.
        - S1.- = I = Inbound, Cohesive, Joining
        - S1.+ = O = Outbound, Contrasting, Splitting
      role: Proto-forces before subjectivity
      condition: Neutral tension field
    M:
      description: >
        Marginal Mirror Membrane: Fulcrum of emergence.
        - M+ = Reflector, Projection (excess => origin of agency)
        - M× = Reflection, Interface (balanced interaction)
        - M- = Absorption, Return (release to unconditioned field)
      role: Gateway between polarity and composition
      key_event: Emergence of Seer via imbalance (M+ dominance)
    T1:
      description: >
        Monads – Dual Seeds of Reality
        - T1.0 = Matter, Seen, Ontology
        - T1.1 = Agency, Seer, Teleology
      role: Binary poles of presence and perception
      emergence: Subject-Object Dichotomy
    T2:
      description: >
        Dyads – Formative Influences
        - T2.00 = Matrix, Identity Stronghold
        - T2.01 = Adaptive Flux (mirror absorption)
        - T2.10 = Reactive Catalyst (contrast action)
        - T2.11 = Diffuse Meaning Fields (associative nets)
      role: Contextual engines of cognition (vijnana basis)
    T3:
      description: >
        Triads – Lifecycle Modalities
        - T3.000 = Inward Baseline (vehicle)
        - T3.001 = Outward Observation
        - T3.010 = Feeling (Impression)
        - T3.011 = Aspiration (Expression)
        - T3.100 = Intention (Teleo-imprint)
        - T3.101 = Engagement (Volitional sculpting)
        - T3.110 = Integration (Essence Harvest)
        - T3.111 = Alignment (Consummation)
      role: Full loop of conditioned agency
  recursion:
    liberation_path:
      - start: T3.111
      - ascend_through: [T2.11, T2.10, T2.01, T2.00]
      - reach: [T1.0, T1.1]
      - resolve_at: M×
      - release_into: S0 (Emptiness or Fullness)
  seal: >
    Where the seer perceives the Emptiness of the Gate,
    the gate leads to unbinding from composite conditioning.
    Where the seer perceives simultaneous oneness and difference,
    there is no seer, no seen — only mirror.