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dense-state-logic

@Cloudhabil/AGI-Server
1
0

Resonant state mapping and stability checks for Dense-State Logic v1, including phase-wrapped token mapping, telemetry-biased resonance scoring, and intent integrity drift verification. Use when implementing or validating temporal formalism, resonance gating, or dense state kernels.

Install Skill

1Download skill
2Enable skills in Claude

Open claude.ai/settings/capabilities and find the "Skills" section

3Upload to Claude

Click "Upload skill" and select the downloaded ZIP file

Note: Please verify skill by going through its instructions before using it.

SKILL.md

name dense-state-logic
description Resonant state mapping and stability checks for Dense-State Logic v1, including phase-wrapped token mapping, telemetry-biased resonance scoring, and intent integrity drift verification. Use when implementing or validating temporal formalism, resonance gating, or dense state kernels.

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.