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Exercise 02 — HRR (Hybrid Resonance Regime)

Crystal–Mycelial Engine — Teaching Exercise Series#

1. Objective#

Students will implement the Hybrid Resonance Regime (HRR) stage of the CME pipeline by:

  • filling biological channels
  • bridging resonance fields
  • producing the canonical hybrid_layer substrate

This exercise introduces S and HybridOps operator families in their hybrid‑layer context.

2. Regime Summary — HRR#

HRR models the transition from biological geometry to resonance‑aligned hybrid substrate:

  • mineral precursor infiltration
  • resonance field alignment
  • hybrid memory transfer
  • dual‑substrate coherence

Envelope Targets

  • ion saturation: 0.65–0.75
  • coherence field: 0.8–1.4 kHz
  • moisture: 0.35–0.45

3. Required Operators#

Students must use:

  • S.channel_fill — fill biological channels with hybrid substrate
  • HybridOps.resonance_bridge — align biological geometry with resonance fields

These produce the canonical hybrid_layer structure.

4. Expected Output Structure#

The student’s agent should return:

hybrid_layer = {
    "channels": <data>,
    "alignment": <data>
}

Values may be placeholders or simulated data depending on lesson level.

5. Starter Scaffold#

class HybridAlignmentAgent:
    def align(self, bio_map):
        """
        Implement the Hybrid Resonance Regime (HRR).
        Required:
            S.channel_fill
            HybridOps.resonance_bridge
        Output:
            hybrid_layer
        """
        hybrid_layer = {
            "channels": None,
            "alignment": None
        }
 
        # TODO: call S.channel_fill
        # TODO: call HybridOps.resonance_bridge
 
        return hybrid_layer

6. Student Tasks#

  1. Accept bio_map from Exercise 01.
  2. Implement S.channel_fill to fill biological channels.
  3. Implement HybridOps.resonance_bridge to align geometry with resonance fields.
  4. Store results in hybrid_layer.
  5. Print the resulting hybrid_layer for inspection.
  6. Verify envelope targets (ion saturation 0.65–0.75, coherence field 0.8–1.4 kHz).

7. Completion Criteria#

A student has successfully completed Exercise 02 when:

  • hybrid_layer["channels"] contains a filled‑channel structure
  • hybrid_layer["alignment"] contains resonance alignment data
  • envelope targets are acknowledged
  • code runs without errors
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