"""
arifOS Unified Constitutional Kernel - The True Core

This module consolidates the essential constitutional governance components
into a unified, MCP-native architecture while maintaining all 12-floor guarantees.

DITEMPA BUKAN DIBERI - Forged, not given.

NOTE: Kernel unification is in progress. Only ConstitutionalKernel is fully implemented.
Other kernels are planned for future implementation.
"""

# Currently implemented kernels
from .constitutional import ConstitutionalKernel

# TODO: Implement remaining kernels (Phase 1 - Test Unification Plan)
# from .trinity import TrinityKernel
# from .metrics import MetricsKernel
# from .apex import ApexKernel
# from .memory import MemoryKernel
# from .search import SearchKernel
# from .fag import FAGKernel
# from .executor import ExecutorKernel
# from .hypervisor import HypervisorKernel
# from .integration import IntegrationKernel
# from .config import ConfigKernel
# from .utils import UtilsKernel

# Export currently available kernels
__all__ = [
    "ConstitutionalKernel",
    "UnifiedConstitutionalKernel"
]

class UnifiedConstitutionalKernel:
    """
    The single entry point for all constitutional governance operations

    NOTE: Currently only ConstitutionalKernel is implemented. This class provides
    a forward-compatible interface for the planned kernel architecture.
    Other kernel methods will delegate to existing modules until kernel unification is complete.
    """

    def __init__(self):
        # Initialize currently implemented kernels
        self.constitutional = ConstitutionalKernel()

        # TODO: Initialize remaining kernels when implemented
        # self.trinity = TrinityKernel()
        # self.metrics = MetricsKernel()
        # self.apex = ApexKernel()
        # self.memory = MemoryKernel()
        # self.search = SearchKernel()
        # self.fag = FAGKernel()
        # self.executor = ExecutorKernel()
        # self.hypervisor = HypervisorKernel()
        # self.integration = IntegrationKernel()
        # self.config = ConfigKernel()
        # self.utils = UtilsKernel()

    def get_health(self) -> dict:
        """Get constitutional kernel health status"""
        return {
            "constitutional": self.constitutional.health_check(),
            "status": "partial_implementation",
            "note": "Only ConstitutionalKernel is currently implemented"
        }

    def run_constitutional_pipeline(self, query: str, response: str, user_id: str = None) -> dict:
        """Run the full 000→999 constitutional pipeline"""
        return self.constitutional.run_pipeline(query, response, user_id)

    def get_constitutional_metrics(self, content: str) -> dict:
        """
        Calculate all 12 constitutional floor metrics

        Uses ASI (Ω) engine for metric computation with heuristic-based scoring.
        """
        from ..enforcement.eval.asi import ASI

        # Use ASI to compute metrics from content
        asi = ASI()
        result = asi.assess(content)
        metrics = result.metrics

        # Return metrics as dict for MCP compatibility
        return {
            "truth": metrics.truth,
            "delta_s": metrics.delta_s,
            "peace_squared": metrics.peace_squared,
            "kappa_r": metrics.kappa_r,
            "omega_0": metrics.omega_0,
            "amanah": metrics.amanah,
            "tri_witness": metrics.tri_witness,
            "rasa": metrics.rasa,
            "anti_hantu": metrics.anti_hantu,
            "psi": metrics.psi,
            "mode": result.mode.value,
            "uncertainty_calibration": result.uncertainty_calibration,
            "clarity_gain": result.clarity_gain
        }

    def validate_constitutional_compliance(self, query: str, response: str) -> dict:
        """
        Validate constitutional compliance with full governance

        NOTE: Delegates to APEX Prime until ApexKernel is implemented
        """
        from ..system.apex_prime import APEXPrime
        apex = APEXPrime()
        # TODO: Implement proper APEX integration
        return {
            "status": "not_yet_implemented",
            "note": "Use arifos_core.system.apex_prime directly for now"
        }