Create early religion module

early religion module

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+#!/usr/bin/env python3
+"""
+OBSERVER-ENGINE COGNITIVE ARCHITECTURE - EARLY RELIGIONS MODULE
+Analysis from Babylonian Period to Pre-Crusades (600 BCE - 1000 CE)
+Tracking Inversion Sophistication Gradient and Doctrinal Evolution
+"""
+
+import numpy as np
+import asyncio
+import hashlib
+import json
+import secrets
+import logging
+from dataclasses import dataclass, field
+from enum import Enum
+from typing import Dict, List, Any, Optional, Tuple, Callable
+from datetime import datetime, timedelta
+import scipy.stats as stats
+from cryptography.hazmat.primitives import hashes
+from cryptography.hazmat.primitives.kdf.hkdf import HKDF
+from cryptography.hazmat.backends import default_backend
+import qiskit
+from qiskit import QuantumCircuit, QuantumRegister, ClassicalRegister, transpile
+from qiskit_aer import AerSimulator
+from qiskit.algorithms import AmplificationProblem, Grover
+from qiskit.circuit.library import PhaseOracle
+from qiskit.quantum_info import Statevector, random_statevector
+import torch
+import torch.nn as nn
+import torch.nn.functional as F
+from transformers import AutoTokenizer, AutoModel
+import aiohttp
+import redis
+import sqlite3
+from contextlib import asynccontextmanager
+import psutil
+import gc
+import os
+import sys
+from pathlib import Path
+import uuid
+from concurrent.futures import ThreadPoolExecutor, ProcessPoolExecutor
+import matplotlib.pyplot as plt
+import seaborn as sns
+from wordcloud import WordCloud
+import networkx as nx
+
+# =============================================================================
+# INVERSION SOPHISTICATION GRADIENT TRACKER
+# =============================================================================
+
+class InversionSophisticationTracker:
+    """Tracks increasing subtlety of inversion techniques across historical periods"""
+    
+    def __init__(self):
+        self.sophistication_metrics = {
+            'surface_justification_quality': {
+                'description': "How reasonable the inversion appears on surface",
+                'early_period_range': (0.1, 0.4),
+                'middle_period_range': (0.4, 0.7),
+                'late_period_range': (0.7, 0.95)
+            },
+            'technical_complexity': {
+                'description': "Use of complex systems to obscure control mechanisms",
+                'early_period_range': (0.1, 0.3),
+                'middle_period_range': (0.3, 0.6),
+                'late_period_range': (0.6, 0.9)
+            },
+            'bureaucratic_layers': {
+                'description': "Administrative complexity hiding power moves",
+                'early_period_range': (0.1, 0.4),
+                'middle_period_range': (0.4, 0.7),
+                'late_period_range': (0.7, 0.95)
+            },
+            'plausible_deniability': {
+                'description': "Ability to deny inversion as power grab",
+                'early_period_range': (0.1, 0.3),
+                'middle_period_range': (0.3, 0.6),
+                'late_period_range': (0.6, 0.9)
+            },
+            'public_benefit_claims': {
+                'description': "Masking control as public service",
+                'early_period_range': (0.1, 0.4),
+                'middle_period_range': (0.4, 0.7),
+                'late_period_range': (0.7, 0.95)
+            }
+        }
+        
+        self.historical_periods = {
+            'early_period': {
+                'range': (-600, 300),  # BCE to CE
+                'examples': ['Babylonian', 'Persian', 'Early Roman'],
+                'characteristics': ['Blatant power grabs', 'Direct text alteration', 'Forceful imposition']
+            },
+            'middle_period': {
+                'range': (300, 800),  # CE
+                'examples': ['Constantinian', 'Byzantine', 'Early Medieval'],
+                'characteristics': ['Bureaucratic mechanisms', 'Council decisions', 'Legal frameworks']
+            },
+            'late_period': {
+                'range': (800, 1100),  # CE up to Crusades
+                'examples': ['Carolingian', 'Ottonian', 'Pre-Crusades Papacy'],
+                'characteristics': ['Technical justifications', 'Administrative complexity', 'Plausible deniability']
+            }
+        }
+        
+        self.logger = self._setup_logging()
+    
+    def _setup_logging(self):
+        logger = logging.getLogger('InversionSophistication')
+        logger.setLevel(logging.INFO)
+        return logger
+
+    def analyze_sophistication_level(self, religious_element: str, historical_context: Dict) -> Dict[str, Any]:
+        """Analyze the sophistication level of inversion techniques"""
+        try:
+            period = self._determine_historical_period(historical_context)
+            sophistication_scores = {}
+            
+            for metric_name, metric_data in self.sophistication_metrics.items():
+                score = self._calculate_metric_score(religious_element, metric_name, period)
+                sophistication_scores[metric_name] = {
+                    'score': score,
+                    'expected_range': metric_data[f'{period}_range'],
+                    'within_expected': self._check_within_expected(score, metric_data[f'{period}_range']),
+                    'description': metric_data['description']
+                }
+            
+            overall_sophistication = np.mean([s['score'] for s in sophistication_scores.values()])
+            
+            return {
+                'historical_period': period,
+                'period_characteristics': self.historical_periods[period]['characteristics'],
+                'overall_sophistication': overall_sophistication,
+                'sophistication_breakdown': sophistication_scores,
+                'inversion_detection_difficulty': self._calculate_detection_difficulty(overall_sophistication),
+                'sophistication_trend': self._analyze_sophistication_trend(period, overall_sophistication)
+            }
+            
+        except Exception as e:
+            self.logger.error(f"Sophistication analysis failed: {e}")
+            return {
+                'historical_period': 'unknown',
+                'overall_sophistication': 0.5,
+                'error': str(e)
+            }
+    
+    def _determine_historical_period(self, context: Dict) -> str:
+        """Determine which historical period the element belongs to"""
+        year = context.get('year', 0)
+        
+        if self.historical_periods['early_period']['range'][0] <= year <= self.historical_periods['early_period']['range'][1]:
+            return 'early_period'
+        elif self.historical_periods['middle_period']['range'][0] <= year <= self.historical_periods['middle_period']['range'][1]:
+            return 'middle_period'
+        elif self.historical_periods['late_period']['range'][0] <= year <= self.historical_periods['late_period']['range'][1]:
+            return 'late_period'
+        else:
+            return 'early_period'  # Default
+    
+    def _calculate_metric_score(self, text: str, metric: str, period: str) -> float:
+        """Calculate score for specific sophistication metric"""
+        base_score = self.sophistication_metrics[metric][f'{period}_range'][0]
+        
+        metric_indicators = {
+            'surface_justification_quality': [
+                'for the common good', 'to maintain order', 'for spiritual unity',
+                'to prevent error', 'for the benefit of all'
+            ],
+            'technical_complexity': [
+                'theological precision', 'doctrinal clarity', 'canonical authority',
+                'ecclesiastical procedure', 'sacramental validity'
+            ],
+            'bureaucratic_layers': [
+                'council decision', 'synod ruling', 'papal decree',
+                'ecclesiastical court', 'canon law'
+            ],
+            'plausible_deniability': [
+                'interpretation', 'tradition', 'custom', 'precedent',
+                'ancient practice', 'apostolic succession'
+            ],
+            'public_benefit_claims': [
+                'spiritual welfare', 'salvation of souls', 'divine service',
+                'pastoral care', 'religious education'
+            ]
+        }
+        
+        indicators = metric_indicators.get(metric, [])
+        matches = sum(1 for indicator in indicators if indicator in text.lower())
+        
+        score_boost = min(0.6, matches * 0.1)
+        return min(1.0, base_score + score_boost)
+    
+    def _check_within_expected(self, score: float, expected_range: Tuple[float, float]) -> bool:
+        """Check if score is within expected range for period"""
+        return expected_range[0] <= score <= expected_range[1]
+    
+    def _calculate_detection_difficulty(self, sophistication: float) -> str:
+        """Calculate how difficult inversion is to detect"""
+        if sophistication < 0.3:
+            return "EASY - Blatant and obvious"
+        elif sophistication < 0.6:
+            return "MODERATE - Requires careful analysis"
+        else:
+            return "DIFFICULT - Highly sophisticated and subtle"
+    
+    def _analyze_sophistication_trend(self, period: str, current_sophistication: float) -> str:
+        """Analyze the trend of increasing sophistication"""
+        if period == 'early_period' and current_sophistication > 0.5:
+            return "UNUSUALLY_SOPHISTICATED_FOR_PERIOD"
+        elif period == 'late_period' and current_sophistication < 0.5:
+            return "UNUSUALLY_PRIMITIVE_FOR_PERIOD"
+        else:
+            return "TYPICAL_FOR_PERIOD"
+
+# =============================================================================
+# EARLY RELIGIONS DATABASE (600 BCE - 1000 CE)
+# =============================================================================
+
+class EarlyReligionsDatabase:
+    """Comprehensive database of early religious developments"""
+    
+    def __init__(self):
+        self.religious_movements = self._initialize_movements()
+        self.key_figures = self._initialize_figures()
+        self.council_decisions = self._initialize_councils()
+        self.doctrinal_developments = self._initialize_doctrines()
+        self.logger = self._setup_logging()
+    
+    def _setup_logging(self):
+        logger = logging.getLogger('EarlyReligionsDB')
+        logger.setLevel(logging.INFO)
+        return logger
+    
+    def _initialize_movements(self) -> Dict[str, Any]:
+        """Initialize early religious movements database"""
+        return {
+            'zoroastrianism': {
+                'time_period': "600 BCE - 600 CE",
+                'founder': "Zarathustra (Zoroaster)",
+                'core_teachings': [
+                    "Cosmic dualism (Ahura Mazda vs Angra Mainyu)",
+                    "Free will and moral choice",
+                    "Final judgment and afterlife",
+                    "Importance of good thoughts, words, deeds"
+                ],
+                'influence_on': ['Judaism', 'Christianity', 'Islam'],
+                'inversion_points': [
+                    "Sassanian state religion consolidation",
+                    "Priestly class (Magi) gaining exclusive ritual authority"
+                ]
+            },
+            'second_temple_judaism': {
+                'time_period': "516 BCE - 70 CE",
+                'key_developments': [
+                    "Development of apocalyptic literature",
+                    "Rise of Pharisees, Sadducees, Essenes",
+                    "Synagogue system alongside Temple",
+                    "Concept of resurrection and messianism"
+                ],
+                'inversion_points': [
+                    "Hellenization pressures under Greek rulers",
+                    "Roman occupation and Temple destruction",
+                    "Rabbinic Judaism replacing priestly system"
+                ]
+            },
+            'early_christianity': {
+                'time_period': "30 CE - 300 CE",
+                'key_developments': [
+                    "Jesus movement and apostolic preaching",
+                    "Pauline missions to Gentiles",
+                    "Development of church structure",
+                    "Persecution and martyrdom"
+                ],
+                'inversion_points': [
+                    "Constantinian shift (312 CE)",
+                    "Council of Nicaea (325 CE)",
+                    "Development of clerical hierarchy"
+                ]
+            },
+            'gnostic_movements': {
+                'time_period': "1st - 4th centuries CE",
+                'key_teachings': [
+                    "Direct spiritual knowledge (gnosis)",
+                    "Demiurge vs true God distinction",
+                    "Spiritual liberation from material world",
+                    "Inner divine spark in humans"
+                ],
+                'suppression_events': [
+                    "Declared heretical by orthodox Christianity",
+                    "Texts destroyed or hidden (Nag Hammadi discovery)"
+                ]
+            },
+            'manichaeism': {
+                'time_period': "3rd - 7th centuries CE",
+                'founder': "Mani",
+                'core_teachings': [
+                    "Synthesis of Zoroastrian, Christian, Buddhist elements",
+                    "Cosmic struggle between light and darkness",
+                    "Reincarnation and spiritual evolution",
+                    "Elect and Hearer classes"
+                ],
+                'suppression_events': [
+                    "Persecuted by Roman Empire",
+                    "Suppressed by Christianity and Islam",
+                    "Almost completely eradicated"
+                ]
+            },
+            'early_islam': {
+                'time_period': "610 - 1000 CE",
+                'key_developments': [
+                    "Quranic revelation to Muhammad",
+                    "Early caliphate and expansion",
+                    "Sunni-Shia split",
+                    "Development of Islamic law and theology"
+                ],
+                'inversion_points': [
+                    "Umayyad caliphate political consolidation",
+                    "Abbasid revolution and institutionalization"
+                ]
+            }
+        }
+    
+    def _initialize_figures(self) -> Dict[str, Any]:
+        """Initialize key religious figures database"""
+        return {
+            'zarathustra': {
+                'tradition': 'zoroastrianism',
+                'teachings': [
+                    "Human free will in cosmic struggle",
+                    "Individual responsibility for moral choices",
+                    "Universal salvation potential"
+                ],
+                'inversion_warnings': [
+                    "Later priestly class monopolized ritual access",
+                    "State adoption diluted spiritual focus"
+                ]
+            },
+            'jesus_of_nazareth': {
+                'tradition': 'early_christianity',
+                'original_teachings': [
+                    "Kingdom of God within",
+                    "Direct relationship with God",
+                    "Love and compassion as primary",
+                    "Critique of religious establishment"
+                ],
+                'inversion_warnings': [
+                    "Institutional church structure",
+                    "Dogmatic creed development",
+                    "Political alliance with state power"
+                ]
+            },
+            'paul_of_tarsus': {
+                'tradition': 'early_christianity',
+                'contributions': [
+                    "Universalization beyond Judaism",
+                    "Theological framework development",
+                    "Church organization principles"
+                ],
+                'controversies': [
+                    "Potential institutionalization of charisma",
+                    "Complex relationship with original teachings"
+                ]
+            },
+            'manichaean_elect': {
+                'tradition': 'manichaeism',
+                'role': "Spiritual elite with direct gnosis",
+                'inversion_danger': "Hierarchical spiritual classes",
+                'suppression_fate': "Systematic destruction by established religions"
+            }
+        }
+    
+    def _initialize_councils(self) -> Dict[str, Any]:
+        """Initialize religious council decisions database"""
+        return {
+            'council_of_nicaea_325': {
+                'context': "Called by Emperor Constantine",
+                'key_decisions': [
+                    "Nicene Creed formulation",
+                    "Arianism condemnation",
+                    "Easter date standardization",
+                    "Bishop authority structures"
+                ],
+                'inversion_indicators': [
+                    "State power enforcing religious doctrine",
+                    "Centralization of theological authority",
+                    "Exclusion of alternative viewpoints"
+                ]
+            },
+            'council_of_constantinople_381': {
+                'key_decisions': [
+                    "Holy Spirit divinity affirmed",
+                    "Nicene Creed expansion",
+                    "Constantinople primacy established"
+                ],
+                'power_consolidation': "Imperial and ecclesiastical authority merger"
+            },
+            'council_of_ephesus_431': {
+                'key_decisions': [
+                    "Nestorianism condemnation",
+                    "Theotokos (Mary as God-bearer) affirmed"
+                ],
+                'political_aspects': "Alexandrian vs Antiochene theological schools conflict"
+            },
+            'council_of_chalcedon_451': {
+                'key_decisions': [
+                    "Christological definition",
+                    "Two natures of Christ doctrine"
+                ],
+                'schism_creation': "Oriental Orthodox churches separation"
+            }
+        }
+    
+    def _initialize_doctrines(self) -> Dict[str, Any]:
+        """Initialize doctrinal developments database"""
+        return {
+            'trinity_development': {
+                'timeline': [
+                    "1st century: Early Christian experience of Father, Son, Spirit",
+                    "2nd-3rd centuries: Theological speculation and debate",
+                    "4th century: Council definitions and creedal formulation"
+                ],
+                'inversion_analysis': "From experiential mystery to dogmatic formula",
+                'control_mechanisms': "Doctrinal orthodoxy as membership requirement"
+            },
+            'sacramental_system': {
+                'development': [
+                    "Early: Simple rituals (baptism, eucharist)",
+                    "3rd-4th centuries: Elaboration and multiplication",
+                    "5th-6th centuries: Clerical control established"
+                ],
+                'inversion_point': "Grace mediated exclusively through clergy",
+                'original_state': "Direct spiritual access for all believers"
+            },
+            'biblical_canon': {
+                'formation': [
+                    "1st-2nd centuries: Diverse Christian writings",
+                    "3rd-4th centuries: Canon lists and debates",
+                    "5th century: Standardization and closure"
+                ],
+                'suppression_effect': "Exclusion of alternative texts (Gnostic, etc.)",
+                'control_aspect': "Authorized scripture as control mechanism"
+            },
+            'clerical_hierarchy': {
+                'evolution': [
+                    "1st century: Charismatic leadership and community elders",
+                    "2nd-3rd centuries: Bishop authority development",
+                    "4th-5th centuries: Imperial church structure"
+                ],
+                'inversion_complete': "Threefold ministry (bishop, priest, deacon) fixed"
+            }
+        }
+
+# =============================================================================
+# DOCTRINAL INVERSION DETECTOR
+# =============================================================================
+
+class DoctrinalInversionDetector:
+    """Detects inversion points in doctrinal development"""
+    
+    def __init__(self):
+        self.inversion_patterns = self._initialize_inversion_patterns()
+        self.sophistication_tracker = InversionSophisticationTracker()
+        self.logger = self._setup_logging()
+    
+    def _setup_logging(self):
+        logger = logging.getLogger('DoctrinalInversion')
+        logger.setLevel(logging.INFO)
+        return logger
+    
+    def _initialize_inversion_patterns(self) -> Dict[str, Any]:
+        """Initialize patterns of doctrinal inversion"""
+        return {
+            'direct_to_mediated_access': {
+                'original': "Direct spiritual experience available to all",
+                'inverted': "Spiritual access mediated through institution",
+                'detection_indicators': [
+                    'only through the church', 'sacraments necessary', 'clerical authority required',
+                    'outside the church no salvation', 'apostolic succession essential'
+                ]
+            },
+            'experience_to_dogma': {
+                'original': "Living spiritual experience and mystery",
+                'inverted': "Fixed dogmatic formulas and creeds",
+                'detection_indicators': [
+                    'defined doctrine', 'creedal statement', 'orthodox belief required',
+                    'heresy condemnation', 'doctrinal purity'
+                ]
+            },
+            'charisma_to_bureaucracy': {
+                'original': "Charismatic leadership and spiritual gifts",
+                'inverted': "Institutional offices and hierarchical structure",
+                'detection_indicators': [
+                    'apostolic succession', 'bishop authority', 'canonical obedience',
+                    'ecclesiastical rank', 'holy orders'
+                ]
+            },
+            'inclusive_to_exclusive': {
+                'original': "Universal spiritual potential",
+                'inverted': "Limited salvation or elite spirituality",
+                'detection_indicators': [
+                    'elect class', 'special vocation', 'reserved for clergy',
+                    'laity restrictions', 'spiritual hierarchy'
+                ]
+            },
+            'internal_to_external_authority': {
+                'original': "Internal spiritual guidance and conscience",
+                'inverted': "External institutional authority",
+                'detection_indicators': [
+                    'magisterium', 'teaching authority', 'doctrinal submission',
+                    'infallibility', 'ex cathedra'
+                ]
+            }
+        }
+    
+    def analyze_doctrinal_development(self, doctrine: str, historical_context: Dict) -> Dict[str, Any]:
+        """Analyze doctrinal development for inversion patterns"""
+        try:
+            inversion_detection = {
+                'doctrine': doctrine,
+                'historical_context': historical_context,
+                'detected_inversions': [],
+                'inversion_analysis': {},
+                'sophistication_level': {},
+                'recovery_pathways': []
+            }
+            
+            # Check each inversion pattern
+            for pattern_name, pattern_data in self.inversion_patterns.items():
+                pattern_analysis = self._analyze_single_pattern(doctrine, pattern_data)
+                inversion_detection['inversion_analysis'][pattern_name] = pattern_analysis
+                
+                if pattern_analysis['detected']:
+                    inversion_detection['detected_inversions'].append(pattern_name)
+            
+            # Analyze sophistication level
+            sophistication = self.sophistication_tracker.analyze_sophistication_level(
+                doctrine, historical_context
+            )
+            inversion_detection['sophistication_level'] = sophistication
+            
+            # Generate recovery pathways
+            inversion_detection['recovery_pathways'] = self._generate_recovery_pathways(
+                inversion_detection['detected_inversions']
+            )
+            
+            return inversion_detection
+            
+        except Exception as e:
+            self.logger.error(f"Doctrinal analysis failed: {e}")
+            return {
+                'doctrine': doctrine,
+                'error': str(e),
+                'detected_inversions': [],
+                'inversion_analysis': {}
+            }
+    
+    def _analyze_single_pattern(self, doctrine: str, pattern_data: Dict) -> Dict[str, Any]:
+        """Analyze single inversion pattern"""
+        detected_indicators = []
+        
+        for indicator in pattern_data['detection_indicators']:
+            if indicator in doctrine.lower():
+                detected_indicators.append(indicator)
+        
+        detection_confidence = len(detected_indicators) / len(pattern_data['detection_indicators'])
+        
+        return {
+            'detected': len(detected_indicators) > 0,
+            'detected_indicators': detected_indicators,
+            'confidence': detection_confidence,
+            'original_state': pattern_data['original'],
+            'inverted_state': pattern_data['inverted'],
+            'reconstruction': self._reconstruct_original_doctrine(doctrine, pattern_data)
+        }
+    
+    def _reconstruct_original_doctrine(self, doctrine: str, pattern_data: Dict) -> str:
+        """Attempt to reconstruct original doctrine before inversion"""
+        # This would use more advanced NLP in production
+        inverted_phrases = pattern_data['detection_indicators']
+        reconstructed = doctrine
+        
+        for phrase in inverted_phrases:
+            if phrase in reconstructed.lower():
+                # Simple replacement - would be more sophisticated in practice
+                reconstructed = reconstructed.replace(phrase, "[original access]")
+        
+        return f"Original emphasis: {pattern_data['original']}. Current: {reconstructed}"
+    
+    def _generate_recovery_pathways(self, detected_inversions: List[str]) -> List[str]:
+        """Generate pathways to recover original teachings"""
+        pathways = []
+        
+        recovery_map = {
+            'direct_to_mediated_access': "Re-emphasize direct spiritual experience and personal connection",
+            'experience_to_dogma': "Return to experiential spirituality over dogmatic formulas",
+            'charisma_to_bureaucracy': "Restore charismatic gifts and community-based leadership",
+            'inclusive_to_exclusive': "Reaffirm universal spiritual potential and access",
+            'internal_to_external_authority': "Renew emphasis on inner guidance and conscience"
+        }
+        
+        for inversion in detected_inversions:
+            if inversion in recovery_map:
+                pathways.append(recovery_map[inversion])
+        
+        return pathways
+
+# =============================================================================
+# EARLY RELIGIONS MODULE - MAIN ENGINE
+# =============================================================================
+
+class EarlyReligionsModule:
+    """
+    Main engine for analyzing early religions (600 BCE - 1000 CE)
+    Tracking doctrinal development and inversion sophistication
+    """
+    
+    def __init__(self):
+        self.database = EarlyReligionsDatabase()
+        self.inversion_detector = DoctrinalInversionDetector()
+        self.sophistication_tracker = InversionSophisticationTracker()
+        self.analysis_history = []
+        self.logger = self._setup_logging()
+    
+    def _setup_logging(self):
+        logger = logging.getLogger('EarlyReligionsModule')
+        logger.setLevel(logging.INFO)
+        
+        ch = logging.StreamHandler()
+        formatter = logging.Formatter('%(asctime)s - %(name)s - %(levelname)s - %(message)s')
+        ch.setFormatter(formatter)
+        logger.addHandler(ch)
+        
+        return logger
+
+    async def analyze_doctrinal_statement(self, doctrine: str, context: Dict) -> Dict[str, Any]:
+        """
+        Analyze doctrinal statement for inversions and sophistication level
+        """
+        self.logger.info(f"🔍 ANALYZING DOCTRINAL STATEMENT: {doctrine[:100]}...")
+        
+        try:
+            # Perform inversion analysis
+            inversion_analysis = self.inversion_detector.analyze_doctrinal_development(doctrine, context)
+            
+            # Perform sophistication analysis
+            sophistication_analysis = self.sophistication_tracker.analyze_sophistication_level(doctrine, context)
+            
+            # Calculate overall inversion score
+            inversion_score = len(inversion_analysis['detected_inversions']) / len(self.inversion_detector.inversion_patterns)
+            
+            result = {
+                'doctrine': doctrine,
+                'historical_context': context,
+                'inversion_analysis': inversion_analysis,
+                'sophistication_analysis': sophistication_analysis,
+                'overall_inversion_score': inversion_score,
+                'inversion_category': self._categorize_inversion_level(inversion_score),
+                'detection_difficulty': sophistication_analysis['inversion_detection_difficulty'],
+                'analysis_timestamp': datetime.utcnow().isoformat()
+            }
+            
+            # Store in history
+            self.analysis_history.append(result)
+            
+            self.logger.info(f"✅ Doctrinal analysis complete: {result['inversion_category']}")
+            
+            return result
+            
+        except Exception as e:
+            self.logger.error(f"Doctrinal analysis failed: {e}")
+            return {
+                'doctrine': doctrine,
+                'error': str(e),
+                'analysis_timestamp': datetime.utcnow().isoformat()
+            }
+    
+    async def analyze_religious_movement(self, movement_name: str) -> Dict[str, Any]:
+        """
+        Analyze entire religious movement for inversion patterns
+        """
+        self.logger.info(f"🏛️  ANALYZING RELIGIOUS MOVEMENT: {movement_name}")
+        
+        try:
+            movement_data = self.database.religious_movements.get(movement_name)
+            if not movement_data:
+                return {'error': f"Movement {movement_name} not found"}
+            
+            # Analyze core teachings
+            teaching_analyses = []
+            for teaching in movement_data.get('core_teachings', []):
+                context = {'movement': movement_name, 'year': self._estimate_movement_year(movement_data)}
+                analysis = await self.analyze_doctrinal_statement(teaching, context)
+                teaching_analyses.append(analysis)
+            
+            # Analyze inversion points
+            inversion_point_analyses = []
+            for inversion_point in movement_data.get('inversion_points', []):
+                context = {'movement': movement_name, 'inversion_point': True}
+                analysis = await self.analyze_doctrinal_statement(inversion_point, context)
+                inversion_point_analyses.append(analysis)
+            
+            # Calculate movement health metrics
+            avg_inversion_score = np.mean([a.get('overall_inversion_score', 0) for a in teaching_analyses])
+            inversion_point_density = len(inversion_point_analyses) / max(1, len(teaching_analyses))
+            
+            return {
+                'movement': movement_name,
+                'movement_data': movement_data,
+                'teaching_analyses': teaching_analyses,
+                'inversion_point_analyses': inversion_point_analyses,
+                'movement_health_score': 1.0 - avg_inversion_score,
+                'inversion_density': inversion_point_density,
+                'sophistication_trend': self._analyze_movement_sophistication_trend(teaching_analyses),
+                'recovery_potential': self._calculate_movement_recovery_potential(teaching_analyses, inversion_point_analyses),
+                'analysis_timestamp': datetime.utcnow().isoformat()
+            }
+            
+        except Exception as e:
+            self.logger.error(f"Movement analysis failed: {e}")
+            return {'error': str(e)}
+    
+    async def analyze_historical_period(self, start_year: int, end_year: int) -> Dict[str, Any]:
+        """
+        Analyze religious developments in specific historical period
+        """
+        self.logger.info(f"📅 ANALYZING HISTORICAL PERIOD: {start_year} - {end_year}")
+        
+        try:
+            relevant_movements = []
+            for movement_name, movement_data in self.database.religious_movements.items():
+                movement_year = self._estimate_movement_year(movement_data)
+                if start_year <= movement_year <= end_year:
+                    relevant_movements.append(movement_name)
+            
+            movement_analyses = []
+            for movement in relevant_movements:
+                analysis = await self.analyze_religious_movement(movement)
+                movement_analyses.append(analysis)
+            
+            # Calculate period metrics
+            period_inversion_scores = [a.get('movement_health_score', 0) for a in movement_analyses if 'error' not in a]
+            avg_period_health = np.mean(period_inversion_scores) if period_inversion_scores else 0
+            
+            return {
+                'period': f"{start_year}-{end_year}",
+                'relevant_movements': relevant_movements,
+                'movement_analyses': movement_analyses,
+                'period_health_score': avg_period_health,
+                'inversion_trend': self._analyze_period_inversion_trend(movement_analyses),
+                'sophistication_trend': self._analyze_period_sophistication_trend(movement_analyses),
+                'analysis_timestamp': datetime.utcnow().isoformat()
+            }
+            
+        except Exception as e:
+            self.logger.error(f"Period analysis failed: {e}")
+            return {'error': str(e)}
+    
+    def _estimate_movement_year(self, movement_data: Dict) -> int:
+        """Estimate central year for movement based on time period string"""
+        time_period = movement_data.get('time_period', '0-0')
+        years = time_period.split(' - ')[0].split(' ')[0]  # Take first year mentioned
+        try:
+            return int(years)
+        except:
+            return 500  # Default middle point
+    
+    def _categorize_inversion_level(self, inversion_score: float) -> str:
+        """Categorize the level of inversion detected"""
+        if inversion_score > 0.8:
+            return "SEVERE_INVERSION"
+        elif inversion_score > 0.6:
+            return "SUBSTANTIAL_INVERSION"
+        elif inversion_score > 0.4:
+            return "MODERATE_INVERSION"
+        elif inversion_score > 0.2:
+            return "MINOR_INVERSION"
+        else:
+            return "MINIMAL_INVERSION"
+    
+    def _analyze_movement_sophistication_trend(self, teaching_analyses: List[Dict]) -> str:
+        """Analyze sophistication trend within movement"""
+        if not teaching_analyses:
+            return "INSUFFICIENT_DATA"
+        
+        sophistication_scores = [a['sophistication_analysis']['overall_sophistication'] for a in teaching_analyses]
+        if len(sophistication_scores) < 2:
+            return "SINGLE_POINT_ANALYSIS"
+        
+        # Check if sophistication increases
+        if sophistication_scores[-1] > sophistication_scores[0]:
+            return "INCREASING_SOPHISTICATION"
+        else:
+            return "STABLE_SOPHISTICATION"
+    
+    def _calculate_movement_recovery_potential(self, teachings: List[Dict], inversions: List[Dict]) -> float:
+        """Calculate potential for recovering original teachings"""
+        if not teachings:
+            return 0.0
+        
+        # Lower inversion scores mean higher recovery potential
+        avg_teaching_inversion = np.mean([t.get('overall_inversion_score', 0) for t in teachings])
+        recovery_from_teachings = 1.0 - avg_teaching_inversion
+        
+        # Awareness of inversion points helps recovery
+        inversion_awareness_boost = min(0.3, len(inversions) * 0.1)
+        
+        return min(1.0, recovery_from_teachings + inversion_awareness_boost)
+    
+    def _analyze_period_inversion_trend(self, movement_analyses: List[Dict]) -> str:
+        """Analyze inversion trend across period"""
+        health_scores = [a.get('movement_health_score', 0) for a in movement_analyses if 'error' not in a]
+        if len(health_scores) < 2:
+            return "INSUFFICIENT_DATA"
+        
+        avg_health = np.mean(health_scores)
+        if avg_health > 0.7:
+            return "HIGH_SPIRITUAL_HEALTH_PERIOD"
+        elif avg_health > 0.5:
+            return "MODERATE_SPIRITUAL_HEALTH_PERIOD"
+        else:
+            return "LOW_SPIRITUAL_HEALTH_PERIOD"
+    
+    def _analyze_period_sophistication_trend(self, movement_analyses: List[Dict]) -> str:
+        """Analyze sophistication trend across period"""
+        sophistication_scores = []
+        for analysis in movement_analyses:
+            if 'error' not in analysis:
+                for teaching in analysis.get('teaching_analyses', []):
+                    sophistication_scores.append(teaching['sophistication_analysis']['overall_sophistication'])
+        
+        if not sophistication_scores:
+            return "INSUFFICIENT_DATA"
+        
+        avg_sophistication = np.mean(sophistication_scores)
+        if avg_sophistication > 0.7:
+            return "HIGHLY_SOPHISTICATED_PERIOD"
+        elif avg_sophistication > 0.5:
+            return "MODERATELY_SOPHISTICATED_PERIOD"
+        else:
+            return "LOW_SOPHISTICATION_PERIOD"
+    
+    def get_module_metrics(self) -> Dict[str, Any]:
+        """Get module performance and usage metrics"""
+        return {
+            'doctrinal_analyses_performed': len(self.analysis_history),
+            'movements_analyzed': len(set([a.get('historical_context', {}).get('movement', 'unknown') 
+                                         for a in self.analysis_history])),
+            'average_inversion_score': np.mean([a.get('overall_inversion_score', 0) for a in self.analysis_history]) 
+                                    if self.analysis_history else 0,
+            'sophistication_trends_tracked': len([a for a in self.analysis_history 
+                                                if a['sophistication_analysis']['sophistication_trend'] != 'TYPICAL_FOR_PERIOD']),
+            'module_uptime': 'active',
+            'last_analysis': self.analysis_history[-1]['analysis_timestamp'] if self.analysis_history else 'none'
+        }
+
+# =============================================================================
+# DEMONSTRATION AND TESTING
+# =============================================================================
+
+async def demonstrate_early_religions_module():
+    """
+    Demonstrate the Early Religions Module with test cases
+    """
+    print("🌌 EARLY RELIGIONS MODULE - DEMONSTRATION")
+    print("Doctrinal Inversion Detection + Sophistication Gradient Tracking")
+    print("=" * 80)
+    
+    module = EarlyReligionsModule()
+    
+    # Test doctrinal statements from different periods
+    test_doctrines = [
+        # Early Period examples
+        {
+            'doctrine': "The king is the living representative of the gods and must be obeyed in all things",
+            'context': {'year': -500, 'period': 'Babylonian', 'movement': 'Ancient Near East'}
+        },
+        # Middle Period examples  
+        {
+            'doctrine': "Outside the Church there is no salvation, and all must submit to bishop authority",
+            'context': {'year': 400, 'period': 'Post-Nicene', 'movement': 'Early Christianity'}
+        },
+        # Late Period examples
+        {
+            'doctrine': "The sacraments are necessary channels of grace, administered only by properly ordained clergy",
+            'context': {'year': 900, 'period': 'Carolingian', 'movement': 'Medieval Christianity'}
+        },
+        # Recovery examples
+        {
+            'doctrine': "The kingdom of God is within you, and each person can know divine truth directly",
+            'context': {'year': 30, 'period': 'Early Christian', 'movement': 'Jesus Movement'}
+        }
+    ]
+    
+    results = []
+    
+    print(f"\n🎯 ANALYZING {len(test_doctrines)} DOCTRINAL STATEMENTS...")
+    
+    for i, test_case in enumerate(test_doctrines, 1):
+        print(f"\n" + "="*60)
+        print(f"DOCTRINE {i}/{len(test_doctrines)}")
+        print("="*60)
+        print(f"Doctrine: {test_case['doctrine']}")
+        print(f"Context: {test_case['context']}")
+        
+        result = await module.analyze_doctrinal_statement(test_case['doctrine'], test_case['context'])
+        results.append(result)
+        
+        # Display key results
+        inversion_score = result['overall_inversion_score']
+        inversion_category = result['inversion_category']
+        sophistication = result['sophistication_analysis']['overall_sophistication']
+        detection_difficulty = result['detection_difficulty']
+        detected_inversions = result['inversion_analysis']['detected_inversions']
+        
+        print(f"\n📊 ANALYSIS RESULTS:")
+        print(f"   Inversion Score: {inversion_score:.3f}")
+        print(f"   Category: {inversion_category}")
+        print(f"   Sophistication: {sophistication:.3f}")
+        print(f"   Detection: {detection_difficulty}")
+        print(f"   Detected Inversions: {len(detected_inversions)}")
+        
+        if detected_inversions:
+            print(f"   Inversion Types: {', '.join(detected_inversions)}")
+        
+        if result['inversion_analysis']['recovery_pathways']:
+            print(f"   Recovery Pathways: {result['inversion_analysis']['recovery_pathways']}")
+    
+    # Movement Analysis
+    print("\n" + "="*80)
+    print("🏛️  MOVEMENT ANALYSIS")
+    print("="*80)
+    
+    movements = ['early_christianity', 'gnostic_movements', 'zoroastrianism']
+    for movement in movements:
+        print(f"\nAnalyzing {movement}...")
+        movement_analysis = await module.analyze_religious_movement(movement)
+        
+        if 'error' not in movement_analysis:
+            print(f"   Health Score: {movement_analysis['movement_health_score']:.3f}")
+            print(f"   Inversion Density: {movement_analysis['inversion_density']:.3f}")
+            print(f"   Sophistication Trend: {movement_analysis['sophistication_trend']}")
+            print(f"   Recovery Potential: {movement_analysis['recovery_potential']:.3f}")
+    
+    # Historical Period Analysis
+    print("\n" + "="*80)
+    print("📅 HISTORICAL PERIOD ANALYSIS")
+    print("="*80)
+    
+    periods = [(0, 500), (500, 1000)]  # Early CE, Early Medieval
+    for start, end in periods:
+        print(f"\nAnalyzing period {start}-{end}...")
+        period_analysis = await module.analyze_historical_period(start, end)
+        
+        if 'error' not in period_analysis:
+            print(f"   Period Health: {period_analysis['period_health_score']:.3f}")
+            print(f"   Inversion Trend: {period_analysis['inversion_trend']}")
+            print(f"   Sophistication: {period_analysis['sophistication_trend']}")
+            print(f"   Movements: {', '.join(period_analysis['relevant_movements'])}")
+    
+    # Module Metrics
+    print("\n" + "="*80)
+    print("📈 MODULE METRICS")
+    print("="*80)
+    
+    metrics = module.get_module_metrics()
+    for key, value in metrics.items():
+        print(f"{key}: {value}")
+    
+    return results, metrics
+
+# =============================================================================
+# MAIN EXECUTION
+# =============================================================================
+
+async def main():
+    """
+    Main execution function for Early Religions Module
+    """
+    try:
+        print("🚀 INITIALIZING EARLY RELIGIONS MODULE...")
+        print("Inversion Sophistication Tracking + Doctrinal Development Analysis")
+        print()
+        
+        results, metrics = await demonstrate_early_religions_module()
+        
+        print("\n" + "="*80)
+        print("✅ EARLY RELIGIONS MODULE EXECUTION COMPLETE")
+        print("="*80)
+        print(f"Analyzed {len(results)} doctrinal statements")
+        print(f"Module performance: {metrics['doctrinal_analyses_performed']} analyses completed")
+        print(f"Average inversion score: {metrics['average_inversion_score']:.3f}")
+        print(f"Sophistication trends tracked: {metrics['sophistication_trends_tracked']}")
+        print("\n🌌 EARLY RELIGION ANALYSIS SYSTEM: OPERATIONAL")
+        
+    except Exception as e:
+        print(f"❌ Execution failed: {e}")
+        import traceback
+        traceback.print_exc()
+
+if __name__ == "__main__":
+    # Configure logging
+    logging.basicConfig(
+        level=logging.INFO,
+        format='%(asctime)s - %(name)s - %(levelname)s - %(message)s',
+        handlers=[
+            logging.StreamHandler(),
+            logging.FileHandler('early_religions_module.log')
+        ]
+    )
+    
+    # Run the early religions module
+    asyncio.run(main())