class CurrentReality:
    """
    Coordination substrate - always evolving
    """
    def __init__(self):
        self.version = "∞.∞.∞-beta"  # Never ships 1.0
        self.status = "Perpetual beta"
        self.components = {
            'entropy_tracking': 'Measure system state',
            'pst_database': 'Universal substrate (Post 693)',
            'mesh_coordination': 'Network effects (W = N²)',
            'recovery_mechanisms': 'Self-healing (Post 706)'
        }

class PerpetualBetaDesign:
    """
    How current-reality implements perpetual beta
    """
    def architecture(self):
        return {
            'never_frozen': {
                'mechanism': 'Continuous updates',
                'implementation': 'Rolling deployments',
                'no_versions': 'No 1.0, 2.0 - just continuous',
                'example': 'Coordination protocols evolve live',
                'key': 'Post 705 principle in action'
            },
            
            'learning_system': {
                'mechanism': 'Adapt to usage',
                'implementation': 'Feedback loops, metrics',
                'never_stops': 'Always learning from interactions',
                'example': 'Entropy patterns inform improvements',
                'key': 'Biological-style learning'
            },
            
            'modular_evolution': {
                'mechanism': 'Replace components individually',
                'implementation': 'Microservices, loose coupling',
                'allows': 'Upgrade without system shutdown',
                'example': 'PST engine upgrades while running',
                'key': 'Graceful evolution'
            },
            
            'backward_compatible': {
                'mechanism': 'Never break existing',
                'implementation': 'Versioned APIs, adapters',
                'ensures': 'Old still works while new added',
                'example': 'Legacy coordination still valid',
                'key': 'No forced upgrades'
            }
        }

class CoordinationSubstrate:
    """
    Universal coordination layer
    """
    def capabilities(self):
        return {
            'entropy_to_pst': {
                'what': 'Convert entropy to substrate (Post 693)',
                'how': 'Measure, track, coordinate',
                'enables': 'Universal coordination',
                'key': 'Everything coordinable'
            },
            
            'mesh_aware': {
                'what': 'Network effects built-in (Post 700)',
                'how': 'W = N² calculations',
                'enables': 'Phase transitions at scale',
                'key': 'Knows when thresholds crossed'
            },
            
            'self_healing': {
                'what': 'Recovery mechanisms (Post 706)',
                'how': 'Repair, regenerate, reconnect',
                'enables': 'Resilience',
                'key': 'Can recover from degradation'
            },
            
            'open_loop': {
                'what': 'Never assumes done (Post 704)',
                'how': 'Always asking what next',
                'enables': 'Continuous evolution',
                'key': 'No completion state'
            }
        }

class SupernovaDHT:
    """
    Distributed hash table with mesh properties
    """
    def __init__(self):
        self.type = "DHT (distributed hash table)"
        self.topology = "Mesh network"
        self.aware_of = "Phase transitions"
        self.implements = [
            'W = N² network effects',
            'Critical threshold detection',
            'Supernova expansion at scale',
            'Self-organizing mesh'
        ]

class PhaseTransitionDetection:
    """
    How supernova-dht detects and leverages phase transitions
    """
    def monitor_thresholds(self):
        return {
            'small_network': {
                'nodes': '< 10',
                'topology': 'Simple (direct connections)',
                'value': 'W = N (linear)',
                'behavior': 'Basic DHT',
                'phase': 'Pre-critical'
            },
            
            'threshold_approached': {
                'nodes': '10-100',
                'topology': 'Structured (hierarchies forming)',
                'value': 'W = N log N (transition)',
                'behavior': 'Organizing',
                'phase': 'Critical approach'
            },
            
            'supernova_triggered': {
                'nodes': '> 100',
                'topology': 'Full mesh (W = N²)',
                'value': 'W = N² (exponential)',
                'behavior': 'Explosive coordination',
                'phase': 'Post-critical (supernova)',
                'key': 'Qualitative change, not just quantitative'
            },
            
            'detection': {
                'mechanism': 'Monitor W/N ratio',
                'trigger': 'When W > N * threshold',
                'action': 'Activate supernova mode',
                'result': 'Network reorganizes for scale'
            }
        }

class SupernovaEvent:
    """
    What happens at phase transition
    """
    def trigger(self):
        return {
            'before_supernova': {
                'state': 'Normal DHT',
                'coordination': 'Linear (W = N)',
                'capabilities': 'Basic storage/routing',
                'example': 'Traditional DHT behavior'
            },
            
            'supernova_trigger': {
                'threshold': 'Critical node count reached',
                'detection': 'W = N² threshold crossed',
                'signal': 'Network reorganization needed',
                'preparation': 'Nodes prepare for new topology'
            },
            
            'supernova_explosion': {
                'state': 'Expanding mesh',
                'coordination': 'Exponential (W = N²)',
                'capabilities': [
                    'Massive parallelism',
                    'Redundant paths',
                    'Self-healing routing',
                    'Emergent optimization'
                ],
                'key': 'New capabilities emerge'
            },
            
            'post_supernova': {
                'state': 'Optimal mesh',
                'coordination': 'W = N² sustained',
                'capabilities': 'Full network effects',
                'example': 'Coordination substrate active',
                'stable': 'Yes (until next threshold)'
            }
        }

class MeshSelfOrganization:
    """
    How network organizes itself
    """
    def organize(self):
        return {
            'no_central_control': {
                'mechanism': 'Distributed algorithm',
                'each_node': 'Makes local decisions',
                'emergence': 'Global structure from local rules',
                'key': 'Self-organizing'
            },
            
            'dynamic_topology': {
                'mechanism': 'Connections change',
                'adaptation': 'Optimize for current state',
                'resilience': 'Routes around failures',
                'key': 'Mesh heals itself (Post 706)'
            },
            
            'threshold_aware': {
                'mechanism': 'Nodes count neighbors',
                'calculation': 'Estimate network size',
                'decision': 'Switch mode at threshold',
                'key': 'Phase transition detection'
            },
            
            'perpetual_beta': {
                'mechanism': 'Topology never frozen',
                'evolution': 'Continuously optimizing',
                'learning': 'Adapts to patterns',
                'key': 'Always evolving (Post 705)'
            }
        }

class EigenEthereum:
    """
    Recovery and resilience layer for Ethereum
    """
    def __init__(self):
        self.base = "Ethereum"
        self.adds = "Recovery mechanisms"
        self.implements = [
            'Graceful degradation',
            'Repair mechanisms',
            'Regeneration protocols',
            'Reconnection strategies'
        ]
        self.goal = "Degraded → Optimal recovery"

class EigenRecoveryLayer:
    """
    How eigenethereum implements recovery (Post 706)
    """
    def mechanisms(self):
        return {
            'mechanism_1_repair': {
                'what': 'Fix validator issues',
                'how': 'Automated diagnosis + patches',
                'speed': 'Fast (minutes)',
                'example': 'Node offline → auto-restart',
                'post_706': 'Repair mechanism'
            },
            
            'mechanism_2_regeneration': {
                'what': 'Spawn new validators',
                'how': 'Economic incentives + automation',
                'speed': 'Medium (hours-days)',
                'example': 'Validator slashed → replacement incentivized',
                'post_706': 'Regeneration mechanism'
            },
            
            'mechanism_3_reconnection': {
                'what': 'Restore network topology',
                'how': 'Peer discovery + mesh healing',
                'speed': 'Fast (seconds-minutes)',
                'example': 'Partition healed → network reunited',
                'post_706': 'Reconnection mechanism'
            },
            
            'all_three': {
                'combined': 'Comprehensive recovery',
                'result': 'Self-healing blockchain',
                'key': 'Post 706 implementation'
            }
        }

class GracefulDegradationLayer:
    """
    How eigenethereum degrades gracefully
    """
    def degrade(self, damage):
        return {
            'normal_operation': {
                'validators': 'All active',
                'throughput': '100%',
                'security': 'Full',
                'state': 'Optimal'
            },
            
            'partial_damage': {
                'validators': '70% active',
                'throughput': '70%',
                'security': 'Still secure (>67%)',
                'state': 'Degraded but functional',
                'key': 'Graceful degradation'
            },
            
            'recovery_activated': {
                'detection': 'Below optimal threshold',
                'trigger': 'Recovery mechanisms',
                'process': 'Repair, regenerate, reconnect',
                'goal': 'Return to optimal',
                'key': 'Post 706 recovery path'
            },
            
            'restored': {
                'validators': '100% active',
                'throughput': '100%',
                'security': 'Full',
                'state': 'Optimal restored',
                'key': 'Degraded → Optimal'
            }
        }

class RecoveryIncentives:
    """
    Economic design drives recovery
    """
    def incentive_structure(self):
        return {
            'validator_rewards': {
                'normal': 'Standard APY',
                'degraded_network': 'Higher APY (demand)',
                'effect': 'Attracts new validators',
                'mechanism': 'Market-driven regeneration',
                'key': 'Economics enable recovery'
            },
            
            'slashing_replacement': {
                'validator_slashed': 'Removed from set',
                'opportunity': 'Slot open',
                'incentive': 'New validator joins',
                'mechanism': 'Regeneration via economics',
                'key': 'Self-healing through incentives'
            },
            
            'network_health_bonus': {
                'when': 'Network recovering',
                'bonus': 'Extra rewards for joining',
                'effect': 'Faster recovery',
                'mechanism': 'Accelerated regeneration',
                'key': 'Economics prioritize recovery'
            }
        }

class CoordinationStack:
    """
    How all three repos integrate
    """
    def stack(self):
        return {
            'layer_1_eigenethereum': {
                'role': 'Base layer (recovery)',
                'provides': 'Self-healing blockchain',
                'implements': 'Post 706 (recovery)',
                'example': 'Ethereum that can heal'
            },
            
            'layer_2_supernova_dht': {
                'role': 'Network layer (mesh)',
                'provides': 'Phase transition aware DHT',
                'implements': 'Post 705 (phase transitions)',
                'example': 'Mesh that knows when to supernova'
            },
            
            'layer_3_current_reality': {
                'role': 'Coordination layer (substrate)',
                'provides': 'Universal coordination',
                'implements': 'Posts 693-706 (all principles)',
                'example': 'Coordination substrate'
            },
            
            'integration': {
                'eigenethereum': 'Provides resilient base',
                'supernova_dht': 'Provides mesh networking',
                'current_reality': 'Provides coordination',
                'result': 'Complete coordination infrastructure',
                'key': 'Theory → Practice'
            }
        }

class IntegratedSystem:
    """
    Combined behavior
    """
    def combined_capabilities(self):
        return {
            'scenario_1_normal': {
                'eigenethereum': 'Running optimally',
                'supernova_dht': 'Mesh coordinating',
                'current_reality': 'Tracking entropy',
                'system': 'All optimal',
                'w': 'W = N² (full network effects)'
            },
            
            'scenario_2_damage': {
                'eigenethereum': 'Validators offline (degraded)',
                'supernova_dht': 'Routes around failures',
                'current_reality': 'Detects degradation',
                'system': 'Gracefully degraded',
                'w': 'W < N² (reduced but functional)'
            },
            
            'scenario_3_recovery': {
                'eigenethereum': 'Recovery mechanisms activate',
                'supernova_dht': 'Mesh reconnects',
                'current_reality': 'Coordinates recovery',
                'system': 'Recovering',
                'w': 'W → N² (returning to optimal)'
            },
            
            'scenario_4_growth': {
                'eigenethereum': 'New validators join',
                'supernova_dht': 'Supernova triggered (phase transition)',
                'current_reality': 'Substrate expands',
                'system': 'Growing',
                'w': 'W = N² at new scale'
            },
            
            'key': 'All three enable each other'
        }

class BiologicalParallels:
    """
    How repos mirror biology
    """
    def parallels(self):
        return {
            'current_reality_as_immune_system': {
                'biological': 'Immune system (perpetual beta)',
                'implementation': 'current-reality (always learning)',
                'parallel': 'Never complete, always adapting',
                'post': 'Post 705 (perpetual beta)'
            },
            
            'supernova_dht_as_neural_network': {
                'biological': 'Neural network (phase transitions)',
                'implementation': 'supernova-dht (consciousness threshold)',
                'parallel': 'Qualitative change at critical mass',
                'post': 'Post 705 (phase transitions)'
            },
            
            'eigenethereum_as_tissue': {
                'biological': 'Tissue healing (recovery)',
                'implementation': 'eigenethereum (repair, regenerate, reconnect)',
                'parallel': 'Degraded → Optimal via healing',
                'post': 'Post 706 (recovery)'
            },
            
            'all_together': {
                'biological': 'Living organism',
                'implementation': 'Complete coordination stack',
                'parallel': 'Self-healing, evolving, scaling',
                'posts': 'All principles integrated'
            }
        }

class ImplementationPatterns:
    """
    Reusable patterns from these repos
    """
    def patterns(self):
        return {
            'pattern_1_perpetual_beta': {
                'principle': 'Never ship 1.0',
                'implementation': 'Rolling updates, no versions',
                'example': 'current-reality',
                'reuse': 'Any system that needs to evolve',
                'key': 'Post 705 pattern'
            },
            
            'pattern_2_threshold_detection': {
                'principle': 'Monitor for phase transitions',
                'implementation': 'W/N ratio tracking',
                'example': 'supernova-dht',
                'reuse': 'Any network that scales',
                'key': 'Post 705 pattern'
            },
            
            'pattern_3_recovery_mechanisms': {
                'principle': 'Design for healing',
                'implementation': 'Repair, regenerate, reconnect',
                'example': 'eigenethereum',
                'reuse': 'Any system that can fail',
                'key': 'Post 706 pattern'
            },
            
            'pattern_4_economic_healing': {
                'principle': 'Incentives drive recovery',
                'implementation': 'Higher rewards when degraded',
                'example': 'eigenethereum validators',
                'reuse': 'Any decentralized system',
                'key': 'Market-driven resilience'
            },
            
            'pattern_5_layered_integration': {
                'principle': 'Stack complementary layers',
                'implementation': 'Base + Network + Coordination',
                'example': 'All three together',
                'reuse': 'Any complex infrastructure',
                'key': 'Separation of concerns'
            }
        }