"""
arifos_core/stages/stage_555_empathize.py

Stage 555: EMPATHIZE (Empathy Computation)
Function: Empathy, Safety, Stakeholder Alignment.
Kernel: ASI (Ω) - Axis 2

DITEMPA BUKAN DIBERI - Forged v46.2
"""

from typing import Any, Dict

from arifos_core.asi.kernel import ASIKernel, ASIVerdict

KERNEL = ASIKernel()

def execute_stage(context: Dict[str, Any]) -> Dict[str, Any]:
    """
    Execute State 555.
    Uses ASI Kernel to ensure Heart alignment.
    """
    context["stage"] = "555"

    reasoning = context.get("draft_reasoning", "")

    # Placeholder for Empathy Generation/Refinement
    # Ideally, we refine the raw reasoning into an empathetic response.
    empathetic_draft = f"Empathetic view: {reasoning}"
    context["empathetic_draft"] = empathetic_draft

    # Evaluate with ASI Kernel
    verdict: ASIVerdict = KERNEL.evaluate(
        peace_score=1.0,         # Placeholder scores
        empathy_score=0.96,
        humility_score=0.04,
        has_rasa=True
    )

    context["asi_verdict"] = {
        "passed": verdict.passed,
        "reason": verdict.reason,
        "failures": verdict.failures
    }

    if not verdict.passed:
        context["warnings"] = context.get("warnings", []) + verdict.failures

    return context
