generated/execution/implement_causal.py

def causal(input_data):
    """
    Sovereign module: causal
    Generated by Vitalis FSI at cycle 599.
    Alignment: 0.139 | Confidence: 0.899
    """
    result = _process_causal(input_data)
    return result

def _process_causal(data):
    # Core logic — evolves through resonance
    return {"status": "active", "data": data, "module": "causal"}