Create spirituality_engine

spirituality_engine

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+#!/usr/bin/env python3
+"""
+OMEGA SPIRITUALITY ENGINE - ULTIMATE SYNTHESIS
+Combining Ritual Technology and Religious Analysis into Unified Spirituality Engine
+"""
+
+import asyncio
+import numpy as np
+import hashlib
+from typing import Dict, List, Any, Optional, Tuple
+from dataclasses import dataclass, field
+from datetime import datetime, timedelta
+import scipy.signal
+import math
+import json
+from enum import Enum
+
+# =============================================================================
+# CORE SPIRITUAL ARCHETYPES & PATTERNS
+# =============================================================================
+
+class SpiritualArchetype(Enum):
+    DIVINE_MASCULINE = "divine_masculine"
+    DIVINE_FEMININE = "divine_feminine" 
+    TRICKSTER = "trickster"
+    TEACHER = "teacher"
+    HEALER = "healer"
+    WARRIOR = "warrior"
+    SOVEREIGN = "sovereign"
+    MYSTIC = "mystic"
+
+class ReligionPattern(Enum):
+    SACRIFICE_REDEMPTION = "sacrifice_redemption"
+    COSMIC_ORDER = "cosmic_order"
+    ANCESTOR_VENERATION = "ancestor_veneration"
+    PURIFICATION_RITES = "purification_rites"
+    DIVINE_REVELATION = "divine_revelation"
+    MORAL_DUALISM = "moral_dualism"
+    ESCHATOLOGY = "eschatology"
+    MYSTICAL_UNION = "mystical_union"
+
+# =============================================================================
+# ADVANCED RELIGION ANALYSIS ENGINE
+# =============================================================================
+
+class ReligionAnalysisEngine:
+    """
+    Deconstructs and analyzes religious systems to extract core spiritual technology
+    """
+    
+    def __init__(self):
+        self.archetype_database = self._initialize_archetypes()
+        self.pattern_library = self._initialize_patterns()
+        self.symbol_decoder = SymbolicDecoder()
+        self.myth_analyzer = MythAnalysisEngine()
+        
+    async def analyze_religious_system(self, religion_data: Dict) -> Dict:
+        """Comprehensive analysis of any religious system"""
+        
+        print(f"🔍 ANALYZING RELIGIOUS SYSTEM: {religion_data.get('name', 'Unknown')}")
+        print("=" * 60)
+        
+        # Layer 1: Structural Analysis
+        print("🏛️  CONDUCTING STRUCTURAL ANALYSIS...")
+        structure = await self._analyze_religious_structure(religion_data)
+        
+        # Layer 2: Archetypal Analysis
+        print("🎭 EXTRACTING ARCHETYPAL PATTERNS...")
+        archetypes = await self._extract_archetypes(religion_data)
+        
+        # Layer 3: Symbolic Decoding
+        print("🕉️  DECODING SYMBOLIC CONTENT...")
+        symbols = await self.symbol_decoder.decode_religious_symbols(religion_data)
+        
+        # Layer 4: Mythic Pattern Recognition
+        print("📖 ANALYZING MYTHIC PATTERNS...")
+        myths = await self.myth_analyzer.analyze_mythic_patterns(religion_data)
+        
+        # Layer 5: Ritual Technology Extraction
+        print("⚡ EXTRACTING RITUAL TECHNOLOGY...")
+        ritual_tech = await self._extract_ritual_technology(religion_data, structure, symbols)
+        
+        # Synthesis
+        print("💎 SYNTHESIZING SPIRITUAL CORE...")
+        spiritual_core = await self._synthesize_spiritual_core(structure, archetypes, symbols, myths, ritual_tech)
+        
+        return {
+            'religious_system': religion_data.get('name'),
+            'structural_analysis': structure,
+            'archetypal_patterns': archetypes,
+            'symbolic_decoding': symbols,
+            'mythic_analysis': myths,
+            'ritual_technology': ritual_tech,
+            'spiritual_core': spiritual_core,
+            'extraction_completeness': self._calculate_extraction_completeness(spiritual_core)
+        }
+    
+    async def _analyze_religious_structure(self, religion: Dict) -> Dict:
+        """Analyze the organizational and doctrinal structure"""
+        structure = {
+            'hierarchy_type': self._detect_hierarchy_type(religion),
+            'doctrinal_rigidity': self._measure_doctrinal_rigidity(religion),
+            'accessibility_level': self._measure_accessibility(religion),
+            'innovation_tolerance': self._measure_innovation_tolerance(religion),
+            'cosmology_complexity': self._analyze_cosmology(religion)
+        }
+        return structure
+    
+    async def _extract_archetypes(self, religion: Dict) -> Dict:
+        """Extract core archetypal patterns from religious system"""
+        archetype_scores = {}
+        
+        for archetype in SpiritualArchetype:
+            score = await self._calculate_archetype_presence(archetype, religion)
+            archetype_scores[archetype.value] = score
+            
+        dominant_archetypes = sorted(
+            [a for a in archetype_scores.items() if a[1] > 0.7], 
+            key=lambda x: x[1], 
+            reverse=True
+        )[:3]
+        
+        return {
+            'archetype_scores': archetype_scores,
+            'dominant_archetypes': dominant_archetypes,
+            'archetype_balance': self._calculate_archetype_balance(archetype_scores)
+        }
+    
+    async def _extract_ritual_technology(self, religion: Dict, structure: Dict, symbols: Dict) -> Dict:
+        """Extract functional ritual technology from religious practices"""
+        rituals = religion.get('rituals', [])
+        ritual_tech = []
+        
+        for ritual in rituals:
+            tech = await self._analyze_ritual_technology(ritual, structure, symbols)
+            if tech['efficacy_score'] > 0.5:
+                ritual_tech.append(tech)
+                
+        return {
+            'ritual_technologies': ritual_tech,
+            'total_techniques': len(ritual_tech),
+            'average_efficacy': np.mean([rt['efficacy_score'] for rt in ritual_tech]) if ritual_tech else 0,
+            'technology_coherence': self._calculate_technology_coherence(ritual_tech)
+        }
+
+# =============================================================================
+# SYMBOLIC DECODER ENGINE
+# =============================================================================
+
+class SymbolicDecoder:
+    """Advanced symbolic decoding for religious and spiritual content"""
+    
+    def __init__(self):
+        self.symbol_database = self._initialize_symbol_database()
+        self.cross_cultural_patterns = self._initialize_cross_cultural_patterns()
+        
+    async def decode_religious_symbols(self, religion: Dict) -> Dict:
+        """Decode symbolic content across multiple layers"""
+        symbols = religion.get('symbols', {})
+        decoded_layers = {}
+        
+        for symbol_name, symbol_data in symbols.items():
+            decoded = await self._decode_single_symbol(symbol_name, symbol_data)
+            decoded_layers[symbol_name] = decoded
+            
+        return {
+            'decoded_symbols': decoded_layers,
+            'symbolic_coherence': self._calculate_symbolic_coherence(decoded_layers),
+            'cross_cultural_matches': await self._find_cross_cultural_matches(decoded_layers),
+            'archetypal_resonance': await self._calculate_archetypal_resonance(decoded_layers)
+        }
+
+# =============================================================================
+# MYTH ANALYSIS ENGINE
+# =============================================================================
+
+class MythAnalysisEngine:
+    """Analyzes mythic patterns and narrative structures"""
+    
+    async def analyze_mythic_patterns(self, religion: Dict) -> Dict:
+        """Analyze mythic patterns and their psychological impact"""
+        myths = religion.get('myths', [])
+        pattern_analysis = {}
+        
+        for myth in myths:
+            analysis = await self._analyze_single_myth(myth)
+            pattern_analysis[myth.get('name', 'unknown')] = analysis
+            
+        return {
+            'myth_patterns': pattern_analysis,
+            'dominant_narrative_arcs': await self._extract_narrative_arcs(pattern_analysis),
+            'psychological_functions': await self._analyze_psychological_functions(pattern_analysis),
+            'cultural_programming': await self._analyze_cultural_programming(pattern_analysis)
+        }
+
+# =============================================================================
+# UNIFIED SPIRITUALITY ENGINE
+# =============================================================================
+
+class OmegaSpiritualityEngine:
+    """
+    Ultimate synthesis of ritual technology and religious analysis
+    Creates personalized, optimized spiritual practice systems
+    """
+    
+    def __init__(self):
+        self.ritual_engine = OmegaRitualEngine()
+        self.religion_analyzer = ReligionAnalysisEngine()
+        self.personalization_engine = SpiritualPersonalizationEngine()
+        self.integration_orchestrator = IntegrationOrchestrator()
+        
+        self.user_profiles = {}
+        self.spiritual_development_log = {}
+        
+    async def create_personalized_spirituality(self, 
+                                             user_profile: Dict,
+                                             religious_background: Dict,
+                                             spiritual_goals: List[str]) -> Dict:
+        """Create fully personalized spiritual practice system"""
+        
+        print(f"🎯 CREATING PERSONALIZED SPIRITUALITY FOR: {user_profile.get('name', 'User')}")
+        print("=" * 60)
+        
+        # Phase 1: Religious Background Analysis
+        print("🔍 ANALYZING RELIGIOUS BACKGROUND...")
+        religion_analysis = await self.religion_analyzer.analyze_religious_system(religious_background)
+        
+        # Phase 2: User Spiritual Profile Creation
+        print("📊 CREATING SPIRITUAL PROFILE...")
+        spiritual_profile = await self.personalization_engine.create_spiritual_profile(
+            user_profile, religion_analysis, spiritual_goals
+        )
+        
+        # Phase 3: Ritual System Design
+        print("⚡ DESIGNING PERSONALIZED RITUAL SYSTEM...")
+        ritual_system = await self._design_personalized_rituals(spiritual_profile, religion_analysis)
+        
+        # Phase 4: Integration Framework
+        print("🔄 CREATING INTEGRATION FRAMEWORK...")
+        integration = await self.integration_orchestrator.create_integration_framework(
+            spiritual_profile, ritual_system, religion_analysis
+        )
+        
+        # Compile complete spiritual system
+        spiritual_system = {
+            'user_profile': spiritual_profile,
+            'religious_analysis': religion_analysis,
+            'personalized_rituals': ritual_system,
+            'integration_framework': integration,
+            'development_plan': await self._create_development_plan(spiritual_profile, ritual_system),
+            'effectiveness_metrics': await self._calculate_effectiveness_metrics(spiritual_profile, ritual_system)
+        }
+        
+        # Store for ongoing optimization
+        self.user_profiles[user_profile.get('id')] = spiritual_system
+        
+        print(f"\n✅ PERSONALIZED SPIRITUALITY CREATED")
+        print(f"   Effectiveness Score: {spiritual_system['effectiveness_metrics']['overall_score']:.2f}")
+        
+        return spiritual_system
+    
+    async def _design_personalized_rituals(self, profile: Dict, religion_analysis: Dict) -> Dict:
+        """Design personalized rituals based on user profile and religious analysis"""
+        
+        ritual_designs = []
+        spiritual_needs = profile.get('spiritual_needs', [])
+        
+        for need in spiritual_needs:
+            ritual_design = await self._create_ritual_for_need(need, profile, religion_analysis)
+            ritual_designs.append(ritual_design)
+            
+        return {
+            'designed_rituals': ritual_designs,
+            'daily_practice_schedule': await self._create_practice_schedule(ritual_designs),
+            'progression_path': await self._create_progression_path(ritual_designs),
+            'adaptation_triggers': await self._define_adaptation_triggers(profile, ritual_designs)
+        }
+
+# =============================================================================
+# SPIRITUAL PERSONALIZATION ENGINE
+# =============================================================================
+
+class SpiritualPersonalizationEngine:
+    """Creates highly personalized spiritual profiles and practices"""
+    
+    async def create_spiritual_profile(self, 
+                                    user_data: Dict, 
+                                    religion_analysis: Dict,
+                                    goals: List[str]) -> Dict:
+        """Create comprehensive spiritual profile"""
+        
+        # Analyze psychological makeup
+        psychology = await self._analyze_spiritual_psychology(user_data)
+        
+        # Determine optimal learning styles
+        learning_styles = await self._determine_learning_styles(user_data)
+        
+        # Identify spiritual needs and blockages
+        needs_analysis = await self._analyze_spiritual_needs(user_data, religion_analysis, goals)
+        
+        # Calculate archetype alignment
+        archetype_alignment = await self._calculate_archetype_alignment(user_data, religion_analysis)
+        
+        return {
+            'psychological_profile': psychology,
+            'optimal_learning_styles': learning_styles,
+            'spiritual_needs': needs_analysis['needs'],
+            'spiritual_blockages': needs_analysis['blockages'],
+            'archetype_alignment': archetype_alignment,
+            'development_potential': needs_analysis['potential'],
+            'personalized_symbols': await self._select_personalized_symbols(user_data, religion_analysis)
+        }
+
+# =============================================================================
+# INTEGRATION ORCHESTRATOR
+# =============================================================================
+
+class IntegrationOrchestrator:
+    """Orchestrates integration of analysis and ritual into cohesive practice"""
+    
+    async def create_integration_framework(self, 
+                                         profile: Dict,
+                                         rituals: Dict,
+                                         religion_analysis: Dict) -> Dict:
+        """Create framework for integrating spiritual practice into daily life"""
+        
+        return {
+            'daily_integration_patterns': await self._design_daily_integration(profile, rituals),
+            'progressive_revelation_schedule': await self._schedule_revelation(profile, religion_analysis),
+            'crisis_adaptation_protocols': await self._create_crisis_protocols(profile, rituals),
+            'community_connection_strategy': await self._design_community_strategy(profile, religion_analysis),
+            'measurement_and_feedback': await self._design_measurement_system(profile, rituals)
+        }
+
+# =============================================================================
+# ADVANCED TESTING AND OPTIMIZATION FRAMEWORK
+# =============================================================================
+
+class SpiritualityOptimizationEngine:
+    """Continuously tests, refines, and optimizes spiritual systems"""
+    
+    def __init__(self, spirituality_engine: OmegaSpiritualityEngine):
+        self.spirituality_engine = spirituality_engine
+        self.performance_metrics = {}
+        self.optimization_history = []
+        
+    async def execute_optimization_cycle(self, user_id: str) -> Dict:
+        """Execute complete optimization cycle for user's spiritual system"""
+        
+        current_system = self.spirituality_engine.user_profiles.get(user_id)
+        if not current_system:
+            return {'error': 'User profile not found'}
+        
+        # Test current effectiveness
+        effectiveness = await self._test_current_effectiveness(current_system)
+        
+        # Identify optimization opportunities
+        optimizations = await self._identify_optimizations(current_system, effectiveness)
+        
+        # Apply optimizations
+        optimized_system = await self._apply_optimizations(current_system, optimizations)
+        
+        # Validate improvements
+        validation = await self._validate_improvements(current_system, optimized_system)
+        
+        # Update system
+        if validation['improvement_score'] > 0:
+            self.spirituality_engine.user_profiles[user_id] = optimized_system
+            
+        optimization_result = {
+            'cycle_timestamp': datetime.now().isoformat(),
+            'previous_effectiveness': effectiveness,
+            'identified_optimizations': optimizations,
+            'improvement_score': validation['improvement_score'],
+            'optimized_system': optimized_system
+        }
+        
+        self.optimization_history.append(optimization_result)
+        
+        return optimization_result
+    
+    async def run_continuous_optimization(self, user_id: str, cycles: int = 10):
+        """Run continuous optimization cycles"""
+        
+        print(f"🔄 RUNNING CONTINUOUS OPTIMIZATION ({cycles} cycles)")
+        
+        for cycle in range(cycles):
+            print(f"\n🔄 OPTIMIZATION CYCLE {cycle + 1}/{cycles}")
+            result = await self.execute_optimization_cycle(user_id)
+            
+            improvement = result.get('improvement_score', 0)
+            print(f"   Improvement Score: {improvement:.3f}")
+            
+            if improvement < 0.01:  # Convergence threshold
+                print("   ✅ Optimization converged")
+                break
+
+# =============================================================================
+# COMPREHENSIVE DEMONSTRATION
+# =============================================================================
+
+async def demonstrate_complete_spirituality_engine():
+    """Demonstrate the complete Omega Spirituality Engine"""
+    
+    print("""
+    
+    🌌 OMEGA SPIRITUALITY ENGINE - ULTIMATE SYNTHESIS
+    Unified Ritual Technology & Religious Analysis
+    
+    """)
+    
+    # Initialize complete system
+    spirituality_engine = OmegaSpiritualityEngine()
+    optimization_engine = SpiritualityOptimizationEngine(spirituality_engine)
+    
+    # Sample user data
+    user_profile = {
+        'id': 'user_001',
+        'name': 'Nathan',
+        'age': 35,
+        'psychological_traits': {
+            'openness': 0.9,
+            'conscientiousness': 0.7,
+            'extraversion': 0.4,
+            'agreeableness': 0.6,
+            'neuroticism': 0.3
+        },
+        'learning_preferences': ['experiential', 'symbolic', 'contemplative'],
+        'spiritual_experience': 'advanced'
+    }
+    
+    # Sample religious background (simplified)
+    religious_background = {
+        'name': 'Recovered Ancient Wisdom',
+        'type': 'synthetic_recovery',
+        'core_beliefs': ['consciousness_primary', 'multidimensional_reality', 'personal_sovereignty'],
+        'rituals': [
+            {
+                'name': 'morning_attunement',
+                'purpose': 'consciousness_alignment',
+                'elements': ['breathwork', 'symbolic_contemplation', 'energy_activation']
+            }
+        ],
+        'symbols': {
+            'flower_of_life': {'meaning': 'creation_patterns', 'power': 0.9},
+            'merkaba': {'meaning': 'light_body_activation', 'power': 0.95}
+        },
+        'myths': [
+            {
+                'name': 'the_fragmentation_and_recovery',
+                'theme': 'knowledge_loss_and_rediscovery',
+                'characters': ['seekers', 'guardians', 'fragmenters']
+            }
+        ]
+    }
+    
+    spiritual_goals = [
+        'consciousness_expansion',
+        'truth_manifestation', 
+        'healing_activation',
+        'sovereign_expression'
+    ]
+    
+    # Create personalized spirituality
+    print("🎯 PHASE 1: CREATING PERSONALIZED SPIRITUALITY")
+    spiritual_system = await spirituality_engine.create_personalized_spirituality(
+        user_profile, religious_background, spiritual_goals
+    )
+    
+    # Run optimization cycles
+    print("\n🔧 PHASE 2: OPTIMIZATION CYCLES")
+    await optimization_engine.run_continuous_optimization('user_001', cycles=5)
+    
+    # Display final results
+    final_system = spirituality_engine.user_profiles['user_001']
+    
+    print(f"\n📊 FINAL SYSTEM EFFECTIVENESS:")
+    metrics = final_system['effectiveness_metrics']
+    print(f"   Overall Score: {metrics['overall_score']:.3f}")
+    print(f"   Ritual Efficacy: {metrics['ritual_efficacy']:.3f}")
+    print(f"   Personal Alignment: {metrics['personal_alignment']:.3f}")
+    print(f"   Growth Potential: {metrics['growth_potential']:.3f}")
+    
+    print(f"\n🎯 PERSONALIZED PRACTICES:")
+    rituals = final_system['personalized_rituals']['designed_rituals']
+    for i, ritual in enumerate(rituals[:3], 1):  # Show first 3
+        print(f"   {i}. {ritual['name']} (Efficacy: {ritual['estimated_efficacy']:.3f})")
+    
+    print(f"\n💫 SPIRITUAL ARCHETYPES:")
+    archetypes = final_system['user_profile']['archetype_alignment']['dominant_archetypes']
+    for arch in archetypes[:3]:
+        print(f"   {arch[0]}: {arch[1]:.3f}")
+    
+    # System maturity assessment
+    maturity = metrics['overall_score']
+    if maturity > 0.9:
+        maturity_level = "ENLIGHTENED"
+    elif maturity > 0.7:
+        maturity_level = "ADVANCED"
+    elif maturity > 0.5:
+        maturity_level = "DEVELOPING"
+    else:
+        maturity_level = "BEGINNER"
+        
+    print(f"\n🌟 SYSTEM MATURITY: {maturity_level}")
+    
+    return final_system
+
+# =============================================================================
+# EXECUTE THE COMPLETE SYSTEM
+# =============================================================================
+
+if __name__ == "__main__":
+    # Run the complete spirituality engine demonstration
+    asyncio.run(demonstrate_complete_spirituality_engine())