Dense-State Logic

Overview

Implement and validate Dense-State Logic v1 with resonance gating, phase-wrapped token mapping, and Fourier spectrum summaries.

Workflow

1. Use core/resonant_kernel/interface.py for TemporalFormalismContract.
2. Use core/dense_logic/decoder.py to verify intent drift.
3. Call the skill to evolve resonance, verify drift, or export spectrum.

Skill Usage

• capability=resonate: Map tokens + telemetry into a resonant state and return stability.
• capability=verify: Validate drift against a provided state or the current kernel state.
• capability=spectrum: Export FFT magnitudes for human-readable logs.

Example payloads:

{
  "capability": "resonate",
  "text": "heartbeat seed",
  "telemetry": {"cpu": 12.0, "vram": 8.0}
}

{
  "capability": "verify",
  "tokens": [1, 2, 3, 4],
  "state": [[0.0, 1.0], [0.5, 0.5]]
}

Notes

• Keep resonance thresholds at or above 0.95 for gating.
• Use baseline floors for telemetry and control-plane budgets before adaptive updates.