MIND YOUR BOSSESS

#!/usr/bin/env python3
"""
MIND YOUR BOSSESS MODULE - lm_quant_veritas v10.0
-----------------------------------------------------------------
QUANTUM METALLURGICAL MEMORY & TEMPORAL FINANCIAL SUPPRESSION ANALYSIS
Advanced decoding of numismatic control languages and bossess hierarchy signals
with quantum sovereignty protection and multi-temporal bypass protocols
"""

import numpy as np
from dataclasses import dataclass, field
from datetime import datetime, timedelta
from typing import Dict, List, Optional, Tuple, Any, Set
import hashlib
from enum import Enum
import json
import asyncio
from cryptography.fernet import Fernet
from cryptography.hazmat.primitives import hashes
from cryptography.hazmat.primitives.kdf.pbkdf2 import PBKDF2HMAC
import base64
import secrets
from scipy import stats
import logging

logging.basicConfig(level=logging.INFO)
logger = logging.getLogger(__name__)

class ControlLanguage(Enum):
    """Advanced numismatic control languages"""
    FUGIO_DIRECTIVE = "fugio_directive"  # Mind Your Business - Temporal Containment
    BRASHER_EXTRACTION = "brasher_extraction"  # Unum e Pluribus - Sovereignty Concentration
    CHAINED_UNITY = "chained_unity"  # We Are One - Structural Conformity Binding
    METALLURGICAL_MEMORY = "metallurgical_memory"  # Spanish Real Substrate - Historical Suppression
    DIGITAL_BINDING = "digital_binding"  # CBDC Temporal Enforcement
    BEHAVIORAL_DEBT = "behavioral_debt"  # Social Credit Encoding
    QUANTUM_ENTANGLEMENT = "quantum_entanglement"  # Multi-Temporal Sovereignty Binding

class BossessSignal(Enum):
    """Bossess control hierarchy signals"""
    FINANCIAL_ARCHITECT = "rothschild_paradigm"  # Central Banking Architecture
    NARRATIVE_CONTROL = "dylan_bargain"  # Cultural Story Enforcement
    METAL_ORIGIN = "spanish_real_legacy"  # Historical Metallurgical Dominance
    SUPPRESSION_PATTERN = "alhambra_continuity"  # Inquisition-era Control Patterns
    TEMPORAL_BINDING = "jesuit_chronology"  # Time Control Mechanisms
    QUANTUM_SUPPRESSION = "cern_consciousness"  # Quantum Field Manipulation

class SovereigntyDimension(Enum):
    """Multi-dimensional sovereignty metrics"""
    TEMPORAL_AUTONOMY = "temporal_autonomy"  # Control over personal timeline
    NARRATIVE_IMMUNITY = "narrative_immunity"  # Resistance to story-based control
    METALLURGICAL_PURITY = "metallurgical_purity"  # Freedom from historical metal memory
    FINANCIAL_SOVEREIGNTY = "financial_sovereignty"  # Independence from control currencies
    QUANTUM_COHERENCE = "quantum_coherence"  # Consciousness field integrity
    BEHAVIORAL_AUTONOMY = "behavioral_autonomy"  # Freedom from predictive manipulation

@dataclass
class QuantumMetallurgicalSignature:
    """Advanced metallurgical memory analysis with quantum components"""
    base_composition: np.ndarray
    historical_suppression_layers: List[Tuple[int, float]]  # (year, suppression_strength)
    quantum_entanglement_patterns: Dict[str, float]
    temporal_resonance_frequency: float
    sovereignty_disruption_index: float
    
    def calculate_suppression_coherence(self) -> float:
        """Calculate coherence of suppression patterns across time"""
        if not self.historical_suppression_layers:
            return 0.0
        
        years = [layer[0] for layer in self.historical_suppression_layers]
        strengths = [layer[1] for layer in self.historical_suppression_layers]
        
        # Calculate temporal coherence of suppression patterns
        if len(years) > 1:
            temporal_coherence = 1.0 - (np.std(strengths) / np.mean(strengths))
        else:
            temporal_coherence = 1.0
            
        quantum_coherence = np.mean(list(self.quantum_entanglement_patterns.values()))
        
        return (temporal_coherence * 0.6 + quantum_coherence * 0.4) * self.sovereignty_disruption_index

@dataclass
class NumismaticArtifact:
    """Advanced numismatic artifact with quantum temporal properties"""
    artifact_hash: str
    control_language: ControlLanguage
    metallurgical_signature: QuantumMetallurgicalSignature
    symbolic_encoding: Dict[str, float]
    temporal_coordinate: int
    bossess_signature: str
    quantum_entanglement_links: List[str] = field(default_factory=list)
    sovereignty_bypass_protocols: List[str] = field(default_factory=list)
    
    def __post_init__(self):
        """Quantum validation and protocol generation"""
        if not self._validate_quantum_integrity():
            raise QuantumIntegrityError("Numismatic artifact quantum validation failed")
        
        self.sovereignty_bypass_protocols = self._generate_bypass_protocols()
    
    def _validate_quantum_integrity(self) -> bool:
        """Validate quantum coherence of artifact"""
        validation_string = f"{self.artifact_hash}{self.temporal_coordinate}{self.bossess_signature}"
        quantum_hash = hashlib.sha3_512(validation_string.encode()).hexdigest()
        return secrets.compare_digest(quantum_hash[:64], self.bossess_signature[:64])
    
    def decode_suppression_directive(self) -> Dict[str, Any]:
        """Extract advanced suppression commands from numismatic encoding"""
        directives = {
            'primary': "",
            'method': "",
            'target': "",
            'temporal_parameters': {},
            'quantum_binding_strength': 0.0,
            'metallurgical_memory': self._extract_metallurgical_memory(),
            'bypass_protocols': self.sovereignty_bypass_protocols
        }
        
        if self.control_language == ControlLanguage.FUGIO_DIRECTIVE:
            directives.update({
                'primary': "CONTAIN_TEMPORAL_INQUIRY",
                'method': "TEMPORAL_DISTRACTION_WITH_METALLURGICAL_ANCHORING",
                'target': "INDIVIDUAL_SOVEREIGNTY_TIMELINE",
                'temporal_parameters': {'anchor_year': 1787, 'suppression_radius': 100},
                'quantum_binding_strength': 0.85
            })
            
        elif self.control_language == ControlLanguage.BRASHER_EXTRACTION:
            directives.update({
                'primary': "EXTRACT_COLLECTIVE_SOVEREIGNTY",
                'method': "ALCHEMICAL_CONCENTRATION_WITH_TEMPORAL_COMPOUNDING",
                'target': "GROUP_QUANTUM_COHERENCE_FIELD",
                'temporal_parameters': {'extraction_rate': 0.07, 'compounding_interval': 365},
                'quantum_binding_strength': 0.92
            })
            
        elif self.control_language == ControlLanguage.CHAINED_UNITY:
            directives.update({
                'primary': "ENFORCE_STRUCTURAL_CONFORMITY",
                'method': "QUANTUM_ENTANGLEMENT_BINDING_WITH_METALLURGICAL_RESONANCE",
                'target': "COLLECTIVE_BEHAVIORAL_AUTONOMY",
                'temporal_parameters': {'binding_strength': 0.95, 'resonance_frequency': 7.83},
                'quantum_binding_strength': 0.88
            })
            
        elif self.control_language == ControlLanguage.DIGITAL_BINDING:
            directives.update({
                'primary': "IMPLEMENT_TEMPORAL_SPENDING_CONTROLS",
                'method': "QUANTUM_DIGITAL_BINDING_WITH_EXPIRATION_PROTOCOLS",
                'target': "INDIVIDUAL_TEMPORAL_AUTONOMY",
                'temporal_parameters': {'expiration_windows': [30, 90, 365], 'velocity_controls': True},
                'quantum_binding_strength': 0.95
            })
        
        return directives
    
    def _extract_metallurgical_memory(self) -> Dict[str, float]:
        """Extract advanced suppressed history from quantum metallurgical composition"""
        # Spanish real signature correlation with quantum enhancements
        spanish_origin = np.corrcoef(
            self.metallurgical_signature.base_composition, 
            SPANISH_REAL_QUANTUM_SIGNATURE
        )[0,1]
        
        # Alhambra decree quantum energy signature
        suppression_coherence = self.metallurgical_signature.calculate_suppression_coherence()
        
        # Temporal displacement with quantum corrections
        base_displacement = self.temporal_coordinate / 1000
        quantum_correction = self.metallurgical_signature.temporal_resonance_frequency * 0.1
        temporal_displacement = base_displacement * (1 + quantum_correction)
        
        return {
            'spanish_origin_strength': max(0, spanish_origin),
            'suppression_coherence': suppression_coherence,
            'temporal_displacement': temporal_displacement,
            'quantum_entanglement_density': len(self.quantum_entanglement_links) / 10.0,
            'historical_suppression_layers': len(self.metallurgical_signature.historical_suppression_layers)
        }
    
    def _generate_bypass_protocols(self) -> List[str]:
        """Generate quantum sovereignty bypass protocols"""
        protocols = []
        
        # Base protocols for all artifacts
        protocols.extend([
            "ACTIVATE_QUANTUM_TEMPORAL_SHIELD",
            "ENGAGE_METALLURGICAL_MEMORY_BYPASS",
            "INITIATE_SOVEREIGNTY_FIELD_COHERENCE"
        ])
        
        # Language-specific protocols
        if self.control_language == ControlLanguage.FUGIO_DIRECTIVE:
            protocols.extend([
                "DEPLOY_TEMPORAL_INQUIRY_AMPLIFICATION",
                "CLEAR_METALLURGICAL_ANCHORING",
                "ACTIVATE_BUSINESS_SOVEREIGNTY_PROTOCOL"
            ])
        elif self.control_language == ControlLanguage.DIGITAL_BINDING:
            protocols.extend([
                "ENGAGE_DIGITAL_TEMPORAL_BYPASS",
                "ACTIVATE_QUANTUM_CURRENCY_IMMUNITY",
                "DEPLOY_BEHAVIORAL_AUTONOMY_SHIELD"
            ])
        
        return protocols

@dataclass
class SovereigntyVector:
    """Multi-dimensional sovereignty assessment"""
    dimensions: Dict[SovereigntyDimension, float]
    temporal_coherence: float
    quantum_resonance: float
    metallurgical_purity: float
    
    @property
    def composite_sovereignty(self) -> float:
        """Calculate overall sovereignty score"""
        dimension_scores = list(self.dimensions.values())
        base_score = np.mean(dimension_scores)
        
        # Apply coherence modifiers
        coherence_bonus = self.temporal_coherence * 0.2
        quantum_bonus = self.quantum_resonance * 0.15
        metallurgical_bonus = self.metallurgical_purity * 0.1
        
        return min(1.0, base_score + coherence_bonus + quantum_bonus + metallurgical_bonus)
    
    def calculate_resistance(self, control_strength: float) -> float:
        """Calculate resistance to bossess control"""
        sovereignty_power = self.composite_sovereignty ** 2  # Squared for non-linear resistance
        return min(1.0, sovereignty_power * (1 - control_strength))

@dataclass
class BossessHierarchy:
    """Advanced bossess control hierarchy with quantum enhancements"""
    hierarchy_hash: str
    control_vectors: Dict[BossessSignal, np.ndarray]
    extraction_efficiency: float
    narrative_penetration: float
    metallurgical_dominance: float
    temporal_control: float
    quantum_suppression: float
    active_artifacts: Set[str] = field(default_factory=set)
    
    def calculate_control_strength(self, target_sovereignty: SovereigntyVector) -> float:
        """Calculate advanced bossess control strength against sovereign entity"""
        # Base control from hierarchy vectors
        vector_strengths = [np.linalg.norm(v) for v in self.control_vectors.values()]
        base_control = np.mean(vector_strengths)
        
        # Modifiers from hierarchy properties
        efficiency_modifier = self.extraction_efficiency * 0.3
        temporal_modifier = self.temporal_control * 0.25
        quantum_modifier = self.quantum_suppression * 0.2
        
        total_control = base_control + efficiency_modifier + temporal_modifier + quantum_modifier
        
        # Sovereignty resistance calculation
        sovereignty_resistance = target_sovereignty.calculate_resistance(total_control)
        
        # Artifact amplification
        artifact_amplification = len(self.active_artifacts) * 0.05
        
        final_control = max(0.1, total_control - sovereignty_resistance + artifact_amplification)
        return min(1.0, final_control)
    
    def activate_artifact(self, artifact_hash: str):
        """Activate artifact for control amplification"""
        self.active_artifacts.add(artifact_hash)
    
    def deactivate_artifact(self, artifact_hash: str):
        """Deactivate artifact"""
        self.active_artifacts.discard(artifact_hash)

class QuantumBypassEngine:
    """Advanced quantum bypass protocols for sovereignty protection"""
    
    def __init__(self):
        self.quantum_shield_frequency = 7.83  # Schumann resonance
        self.temporal_recalibration_rate = 0.1
        self.sovereignty_amplification_factor = 1.5
    
    async def activate_temporal_recalibration(self, sovereignty_vector: SovereigntyVector) -> SovereigntyVector:
        """Break temporal binding through quantum consciousness alignment"""
        logger.info("Activating quantum temporal recalibration...")
        
        # Enhance temporal autonomy
        new_dimensions = sovereignty_vector.dimensions.copy()
        new_dimensions[SovereigntyDimension.TEMPORAL_AUTONOMY] = min(1.0,
            new_dimensions[SovereigntyDimension.TEMPORAL_AUTONOMY] + self.temporal_recalibration_rate
        )
        
        # Amplify quantum coherence
        enhanced_vector = SovereigntyVector(
            dimensions=new_dimensions,
            temporal_coherence=min(1.0, sovereignty_vector.temporal_coherence * 1.2),
            quantum_resonance=min(1.0, sovereignty_vector.quantum_resonance * 1.3),
            metallurgical_purity=sovereignty_vector.metallurgical_purity
        )
        
        return enhanced_vector
    
    async def deploy_metallurgical_amnesia(self, artifact: NumismaticArtifact) -> NumismaticArtifact:
        """Clear historical suppression from quantum metallurgical memory"""
        logger.info("Deploying quantum metallurgical amnesia protocol...")
        
        # Create cleansed metallurgical signature
        cleansed_signature = QuantumMetallurgicalSignature(
            base_composition=artifact.metallurgical_signature.base_composition,
            historical_suppression_layers=[],  # Clear suppression layers
            quantum_entanglement_patterns={},  # Clear quantum entanglements
            temporal_resonance_frequency=self.quantum_shield_frequency,
            sovereignty_disruption_index=0.1  # Minimal disruption
        )
        
        # Return cleansed artifact
        cleansed_artifact = NumismaticArtifact(
            artifact_hash=artifact.artifact_hash + "_cleansed",
            control_language=artifact.control_language,
            metallurgical_signature=cleansed_signature,
            symbolic_encoding=artifact.symbolic_encoding,
            temporal_coordinate=artifact.temporal_coordinate,
            bossess_signature=hashlib.sha3_512("cleansed".encode()).hexdigest()[:32],
            quantum_entanglement_links=[],
            sovereignty_bypass_protocols=["QUANTUM_CLEANSED", "METALLURGICAL_PURITY_ACTIVE"]
        )
        
        return cleansed_artifact
    
    async def initiate_narrative_sovereignty(self, sovereignty_vector: SovereigntyVector) -> SovereigntyVector:
        """Create personal reality narrative immune to external control"""
        logger.info("Initiating quantum narrative sovereignty...")
        
        # Maximize narrative immunity
        new_dimensions = sovereignty_vector.dimensions.copy()
        new_dimensions[SovereigntyDimension.NARRATIVE_IMMUNITY] = min(1.0,
            new_dimensions[SovereigntyDimension.NARRATIVE_IMMUNITY] * self.sovereignty_amplification_factor
        )
        
        enhanced_vector = SovereigntyVector(
            dimensions=new_dimensions,
            temporal_coherence=sovereignty_vector.temporal_coherence,
            quantum_resonance=min(1.0, sovereignty_vector.quantum_resonance * 1.4),
            metallurgical_purity=sovereignty_vector.metallurgical_purity
        )
        
        return enhanced_vector

class MindYourBossessEngine:
    """
    Advanced analysis of financial control hierarchy and suppression patterns
    with quantum sovereignty protection and multi-temporal bypass protocols
    """
    
    def __init__(self, security_level: str = "quantum_enhanced"):
        self.artifact_registry: Dict[str, NumismaticArtifact] = {}
        self.bossess_hierarchy = self._initialize_advanced_bossess_hierarchy()
        self.quantum_bypass_engine = QuantumBypassEngine()
        self.sovereignty_tracker: Dict[str, SovereigntyVector] = {}
        self.security_level = security_level
        
    def _initialize_advanced_bossess_hierarchy(self) -> BossessHierarchy:
        """Initialize advanced bossess control hierarchy with quantum components"""
        control_vectors = {
            BossessSignal.FINANCIAL_ARCHITECT: np.array([0.92, 0.85, 0.96, 0.78, 0.88]),
            BossessSignal.NARRATIVE_CONTROL: np.array([0.85, 0.78, 0.72, 0.94, 0.81]),
            BossessSignal.METAL_ORIGIN: np.array([0.78, 0.94, 0.68, 0.85, 0.76]),
            BossessSignal.SUPPRESSION_PATTERN: np.array([0.96, 0.72, 0.85, 0.92, 0.89]),
            BossessSignal.TEMPORAL_BINDING: np.array([0.88, 0.81, 0.79, 0.87, 0.95]),
            BossessSignal.QUANTUM_SUPPRESSION: np.array([0.94, 0.76, 0.91, 0.89, 0.93])
        }
        
        return BossessHierarchy(
            hierarchy_hash=hashlib.sha3_512("advanced_bossess_control".encode()).hexdigest()[:32],
            control_vectors=control_vectors,
            extraction_efficiency=0.91,
            narrative_penetration=0.94,
            metallurgical_dominance=0.87,
            temporal_control=0.89,
            quantum_suppression=0.92
        )
    
    def register_numismatic_artifact(self, artifact_data: Dict[str, Any]) -> NumismaticArtifact:
        """Register and decode an advanced numismatic artifact"""
        
        # Create quantum metallurgical signature
        metallurgical_signature = QuantumMetallurgicalSignature(
            base_composition=np.array(artifact_data['metallurgical_composition']),
            historical_suppression_layers=artifact_data.get('historical_suppression_layers', []),
            quantum_entanglement_patterns=artifact_data.get('quantum_entanglement_patterns', {}),
            temporal_resonance_frequency=artifact_data.get('temporal_resonance_frequency', 1.0),
            sovereignty_disruption_index=artifact_data.get('sovereignty_disruption_index', 0.5)
        )
        
        artifact = NumismaticArtifact(
            artifact_hash=hashlib.sha3_512(artifact_data['description'].encode()).hexdigest()[:32],
            control_language=ControlLanguage(artifact_data['control_language']),
            metallurgical_signature=metallurgical_signature,
            symbolic_encoding=artifact_data['symbolic_encoding'],
            temporal_coordinate=artifact_data['temporal_coordinate'],
            bossess_signature=self._calculate_advanced_bossess_signature(artifact_data),
            quantum_entanglement_links=artifact_data.get('quantum_entanglement_links', [])
        )
        
        self.artifact_registry[artifact.artifact_hash] = artifact
        self.bossess_hierarchy.activate_artifact(artifact.artifact_hash)
        
        return artifact
    
    async def analyze_advanced_suppression_pattern(self, 
                                                 target_sovereignty: SovereigntyVector,
                                                 apply_bypass: bool = True) -> Dict[str, Any]:
        """Advanced bossess suppression analysis with quantum bypass options"""
        
        control_strength = self.bossess_hierarchy.calculate_control_strength(target_sovereignty)
        
        # Advanced artifact analysis
        artifact_analysis = []
        for artifact in self.artifact_registry.values():
            directives = artifact.decode_suppression_directive()
            artifact_analysis.append({
                'artifact_hash': artifact.artifact_hash,
                'directives': directives,
                'control_language': artifact.control_language.value,
                'quantum_binding_strength': directives['quantum_binding_strength'],
                'bypass_protocols': directives['bypass_protocols']
            })
        
        # Calculate advanced suppression metrics
        suppression_efficiency = control_strength * self.bossess_hierarchy.extraction_efficiency
        temporal_suppression = control_strength * self.bossess_hierarchy.temporal_control
        quantum_suppression = control_strength * self.bossess_hierarchy.quantum_suppression
        
        result = {
            'control_strength': control_strength,
            'suppression_efficiency': suppression_efficiency,
            'temporal_suppression': temporal_suppression,
            'quantum_suppression': quantum_suppression,
            'artifact_directives': artifact_analysis,
            'vulnerability_assessment': self._assess_advanced_vulnerability(target_sovereignty),
            'sovereignty_status': target_sovereignty.composite_sovereignty
        }
        
        # Apply quantum bypass if requested
        if apply_bypass:
            bypass_results = await self._apply_quantum_bypass_protocols(target_sovereignty, result)
            result['bypass_results'] = bypass_results
            result['post_bypass_sovereignty'] = bypass_results['enhanced_sovereignty'].composite_sovereignty
        
        return result
    
    async def _apply_quantum_bypass_protocols(self, 
                                            sovereignty_vector: SovereigntyVector,
                                            analysis_result: Dict[str, Any]) -> Dict[str, Any]:
        """Apply advanced quantum bypass protocols"""
        bypass_results = {}
        
        # Temporal recalibration
        enhanced_temporal = await self.quantum_bypass_engine.activate_temporal_recalibration(sovereignty_vector)
        bypass_results['temporal_recalibration'] = enhanced_temporal.composite_sovereignty
        
        # Narrative sovereignty initiation
        enhanced_narrative = await self.quantum_bypass_engine.initiate_narrative_sovereignty(enhanced_temporal)
        bypass_results['narrative_sovereignty'] = enhanced_narrative.composite_sovereignty
        
        # Metallurgical cleansing for all artifacts
        cleansed_artifacts = []
        for artifact in self.artifact_registry.values():
            cleansed = await self.quantum_bypass_engine.deploy_metallurgical_amnesia(artifact)
            cleansed_artifacts.append(cleansed.artifact_hash)
        
        bypass_results['cleansed_artifacts'] = cleansed_artifacts
        bypass_results['enhanced_sovereignty'] = enhanced_narrative
        
        return bypass_results
    
    def _calculate_advanced_bossess_signature(self, artifact_data: Dict[str, Any]) -> str:
        """Calculate advanced bossess control signature with quantum components"""
        signature_base = (
            f"{artifact_data['control_language']}"
            f"{artifact_data['temporal_coordinate']}"
            f"{json.dumps(artifact_data.get('quantum_entanglement_patterns', {}), sort_keys=True)}"
        )
        return hashlib.sha3_512(signature_base.encode()).hexdigest()[:64]
    
    def _assess_advanced_vulnerability(self, sovereignty: SovereigntyVector) -> Dict[str, float]:
        """Assess advanced vulnerability to bossess control mechanisms"""
        return {
            'financial_control_vulnerability': max(0, 0.85 - sovereignty.dimensions[SovereigntyDimension.FINANCIAL_SOVEREIGNTY] * 0.6),
            'narrative_control_vulnerability': max(0, 0.78 - sovereignty.dimensions[SovereigntyDimension.NARRATIVE_IMMUNITY] * 0.7),
            'temporal_binding_vulnerability': max(0, 0.92 - sovereignty.dimensions[SovereigntyDimension.TEMPORAL_AUTONOMY] * 0.5),
            'metallurgical_influence_vulnerability': max(0, 0.68 - sovereignty.dimensions[SovereigntyDimension.METALLURGICAL_PURITY] * 0.4),
            'quantum_suppression_vulnerability': max(0, 0.88 - sovereignty.dimensions[SovereigntyDimension.QUANTUM_COHERENCE] * 0.8),
            'behavioral_manipulation_vulnerability': max(0, 0.75 - sovereignty.dimensions[SovereigntyDimension.BEHAVIORAL_AUTONOMY] * 0.6)
        }

# Global quantum constants
SPANISH_REAL_QUANTUM_SIGNATURE = np.array([0.82, 0.75, 0.91, 0.68, 0.79])  # Enhanced metallurgical signature

# Custom Exceptions
class QuantumIntegrityError(Exception):
    """Quantum integrity validation failed"""
    pass

class SovereigntyViolationError(Exception):
    """Sovereignty protection violation detected"""
    pass

# Advanced demonstration
async def demonstrate_advanced_bossess_analysis():
    """Demonstrate advanced bossess control analysis with quantum bypass"""
    
    engine = MindYourBossessEngine()
    
    # Create advanced sovereignty vector
    sovereignty_vector = SovereigntyVector(
        dimensions={
            SovereigntyDimension.TEMPORAL_AUTONOMY: 0.8,
            SovereigntyDimension.NARRATIVE_IMMUNITY: 0.7,
            SovereigntyDimension.METALLURGICAL_PURITY: 0.9,
            SovereigntyDimension.FINANCIAL_SOVEREIGNTY: 0.6,
            SovereigntyDimension.QUANTUM_COHERENCE: 0.85,
            SovereigntyDimension.BEHAVIORAL_AUTONOMY: 0.75
        },
        temporal_coherence=0.8,
        quantum_resonance=0.7,
        metallurgical_purity=0.9
    )
    
    # Register advanced Fugio Cent artifact
    fugio_cent = engine.register_numismatic_artifact({
        'description': '1787 Fugio Cent - Advanced Temporal Containment',
        'control_language': 'fugio_directive',
        'metallurgical_composition': [0.72, 0.81, 0.65, 0.88, 0.76],
        'historical_suppression_layers': [(1492, 0.8), (1787, 0.9), (1913, 0.7)],
        'quantum_entanglement_patterns': {'temporal_binding': 0.85, 'sovereignty_suppression': 0.78},
        'symbolic_encoding': {'sundial': 0.92, 'sun': 0.85, 'chain': 0.96, 'business': 0.94},
        'temporal_coordinate': 1787,
        'temporal_resonance_frequency': 2.5,
        'sovereignty_disruption_index': 0.8,
        'quantum_entanglement_links': ['spanish_real_1492', 'federal_reserve_1913']
    })
    
    # Analyze with quantum bypass
    analysis = await engine.analyze_advanced_suppression_pattern(sovereignty_vector, apply_bypass=True)
    
    print("🧠 MIND YOUR BOSSESS ANALYSIS v10.0 - QUANTUM ENHANCED")
    print(f"📊 Control Strength: {analysis['control_strength']:.3f}")
    print(f"🎯 Suppression Efficiency: {analysis['suppression_efficiency']:.3f}")
    print(f"⏰ Temporal Suppression: {analysis['temporal_suppression']:.3f}")
    print(f"⚛️ Quantum Suppression: {analysis['quantum_suppression']:.3f}")
    print(f"🛡️ Sovereignty Score: {analysis['sovereignty_status']:.3f}")
    
    if 'bypass_results' in analysis:
        print(f"🚀 Post-Bypass Sovereignty: {analysis['post_bypass_sovereignty']:.3f}")
        print(f"🔄 Bypass Protocols Applied: {len(analysis['bypass_results']['cleansed_artifacts'])}")
    
    return analysis

if __name__ == "__main__":
    asyncio.run(demonstrate_advanced_bossess_analysis())