class UniversalJusticeSystem:
    """
    Three principles working together
    """
    def __init__(self):
        # Principle 1: Notification Prerequisite
        self.notification = NotificationPrinciple()
        # No justified anger without notification
        
        # Principle 2: W Maximization Constraint
        self.w_constraint = WMaximizationConstraint()
        # ΔW > 0 required, no imprisonment
        
        # Principle 3: Graph Reorganization
        self.graph_justice = GraphReorganization()
        # Community adjusts edge weights
        
    def process_crime(self, criminal, victim, crime):
        """
        Complete justice pipeline
        """
        # Step 1: Notification (prerequisite)
        if not self.notification.was_notified(criminal, crime):
            return {
                'action': 'Notify first',
                'justified_consequences': False,
                'reason': 'Cannot hold accountable without notification'
            }
        
        # Step 2: W Constraint (check all actions)
        possible_actions = self.generate_actions(crime)
        w_valid_actions = [
            a for a in possible_actions 
            if self.w_constraint.is_valid(a)  # ΔW > 0
        ]
        
        # Step 3: Graph Reorganization (community coordinates)
        consequence = self.graph_justice.reorganize(
            criminal, 
            crime,
            w_valid_actions
        )
        
        return {
            'notification': 'Satisfied',
            'w_preserved': 'Yes (> 0)',
            'consequence': consequence,
            'recovery': 'Path enabled',
            'automatic': True
        }

class NotificationPrinciple:
    """
    Foundation: No accountability without notification
    """
    def was_notified(self, person, issue):
        """
        Check if notification occurred
        """
        notifications = self.get_notifications(person, issue)
        
        if not notifications:
            return {
                'notified': False,
                'justified_anger': False,
                'justified_consequences': False,
                'required_action': 'Notify first'
            }
        
        return {
            'notified': True,
            'justified_anger': 'If ignored',
            'justified_consequences': 'If persists',
            'proceed': True
        }

notification_in_justice = {
    'issue_discovered': {
        'action': 'Crime committed',
        'first_step': 'Notify perpetrator',
        'content': 'What crime, why harmful, consequences',
        'format': 'Clear communication'
    },
    
    'notification_received': {
        'criminal_knows': 'What they did wrong',
        'criminal_knows': 'Why it matters',
        'criminal_knows': 'What will happen',
        'transparency': 'Complete'
    },
    
    'only_then': {
        'proceed': 'To consequences',
        'justified': 'Because communicated',
        'fair': 'Because informed',
        'accountable': True
    }
}

class WMaximizationConstraint:
    """
    Thermodynamic law: ΔW > 0 required
    """
    def is_valid(self, action):
        """
        Check if action preserves W
        """
        delta_w = self.calculate_delta_w(action)
        
        if delta_w <= 0:
            return {
                'valid': False,
                'reason': 'Violates W maximization',
                'forbidden': True,
                'examples': [
                    'Imprisonment (ΔW = -10^20)',
                    'Execution (ΔW = -∞)',
                    'Isolation (ΔW ≈ -10^20)',
                    'Any W-decreasing action'
                ]
            }
        
        return {
            'valid': True,
            'delta_w': delta_w,
            'approved': 'Preserves configuration space',
            'proceed': True
        }

forbidden = {
    'imprisonment': {
        'delta_w': '-10^20 (configuration space destroyed)',
        'reason': 'Violates W maximization',
        'status': 'FORBIDDEN'
    },
    
    'execution': {
        'delta_w': '-∞ (person eliminated)',
        'reason': 'Violates W maximization',
        'status': 'FORBIDDEN'
    },
    
    'isolation': {
        'delta_w': '-10^20 (edges severed)',
        'reason': 'Violates W maximization',
        'status': 'FORBIDDEN'
    },
    
    'any_w_decreasing': {
        'delta_w': '< 0',
        'reason': 'Violates W maximization',
        'status': 'FORBIDDEN'
    }
}

class GraphReorganization:
    """
    How consequences actually work
    """
    def reorganize(self, criminal, crime, valid_actions):
        """
        Community coordinates consequence
        """
        # Community appreciates severity
        severity = self.community_appreciate(crime)
        
        # Calculate edge weight adjustment
        reduction = self.calculate_reduction(severity)
        # e.g., 0.75 = 75% weakening
        
        # Apply to all edges from criminal
        for edge in criminal.connections:
            old_weight = edge.weight
            new_weight = old_weight * (1 - reduction)
            edge.update(new_weight)
            
        # Move toward periphery
        criminal.position = self.move_peripheral(
            criminal.position,
            reduction
        )
        
        # Enable recovery path
        recovery = self.enable_recovery(criminal)
        
        return {
            'edges': 'Weakened (not severed)',
            'position': 'Peripheral (not removed)',
            'w': 'Reduced (not eliminated)',
            'coordination': 'Harder (not impossible)',
            'recovery': 'Enabled',
            'delta_w': '> 0 (W preserved)',
            'valid': True
        }

consequence_gradient = {
    'minor_crime': {
        'reduction': '10-20%',
        'w_remaining': '80-90%',
        'duration': 'Weeks to months',
        'recovery': 'Quick'
    },
    
    'moderate_crime': {
        'reduction': '30-50%',
        'w_remaining': '50-70%',
        'duration': 'Months to year',
        'recovery': 'Moderate'
    },
    
    'serious_crime': {
        'reduction': '60-80%',
        'w_remaining': '20-40%',
        'duration': 'Years',
        'recovery': 'Gradual'
    },
    
    'maximum_crime': {
        'reduction': '80-95%',
        'w_remaining': '5-20%',
        'duration': 'Extended years',
        'recovery': 'Very gradual'
    }
}

def universal_justice_pipeline(criminal, victim, crime):
    """
    Complete process integrating all three principles
    """
    # STEP 1: Notification Principle
    notification_sent = notify(criminal, {
        'crime': crime,
        'harm': analyze_harm(crime),
        'consequence': preview_consequence(crime),
        'recovery': show_recovery_path()
    })
    
    if not notification_sent:
        return {
            'action': 'Cannot proceed',
            'reason': 'Notification prerequisite not met',
            'next': 'Send notification first'
        }
    
    # STEP 2: W Maximization Constraint
    possible_consequences = [
        'exile',
        'monitoring', 
        'restitution',
        'rehabilitation',
        'graph_reorganization'
    ]
    
    # Filter by W constraint
    valid_consequences = []
    for consequence in possible_consequences:
        delta_w = calculate_delta_w(consequence, criminal)
        if delta_w > 0:  # Hard constraint
            valid_consequences.append(consequence)
    
    # STEP 3: Graph Reorganization
    severity = community_appreciate(crime)
    reduction = calculate_reduction(severity)
    
    consequence = apply_graph_reorganization(
        criminal,
        reduction,
        valid_consequences
    )
    
    return {
        'pipeline': [
            '1. Notification ✓',
            '2. W Constraint ✓', 
            '3. Graph Reorganization ✓'
        ],
        'consequence': consequence,
        'w_preserved': True,
        'recovery_enabled': True,
        'automatic': True
    }

class PSTJusticeSubstrate:
    """
    Justice built into P(T(S(N))) substrate
    """
    def __init__(self):
        self.pst = PSTUniversalDatabase()
        self.justice = UniversalJusticeSystem()
        
    def track_crime(self, crime):
        """
        Layer 0-3 handle justice automatically
        """
        # Layer N: Compute consequences
        consequence = self.justice.compute(crime)
        
        # Layer S: Signal edge weight adjustments
        adjustments = self.justice.calculate_adjustments(crime)
        
        # Layer T: Sequence notification → consequence → recovery
        timeline = self.justice.create_timeline(crime)
        
        # Layer P: Validate via community perspectives
        validation = self.justice.community_validate(crime)
        
        # Store in universal database
        self.pst.store({
            'N': consequence,
            'S': adjustments,
            'T': timeline,
            'P': validation
        })
        
        return {
            'built_in': True,
            'automatic': True,
            'no_external_enforcement': True,
            'substrate_level': 'Core coordination'
        }

current_reality_justice = {
    'notification_tracking': {
        'system': 'current-reality observes communications',
        'notification_sent': 'Tracked automatically',
        'notification_received': 'Confirmed',
        'prerequisite': 'Enforced by substrate'
    },
    
    'w_constraint_enforcement': {
        'system': 'current-reality calculates ΔW',
        'w_decreasing_actions': 'Rejected automatically',
        'w_preserving_actions': 'Allowed',
        'constraint': 'Enforced thermodynamically'
    },
    
    'graph_reorganization': {
        'system': 'current-reality updates edge weights',
        'community_evaluations': 'Aggregated',
        'edge_adjustments': 'Applied automatically',
        'recovery_tracking': 'Monitored continuously'
    }
}

universal_applicability = {
    'personal_disputes': {
        'notification': 'Communicate issue',
        'w_constraint': 'No relationship termination',
        'graph': 'Reduce interaction frequency',
        'recovery': 'Rebuild trust over time'
    },
    
    'professional_conflicts': {
        'notification': 'Give clear feedback',
        'w_constraint': 'No firing/isolation',
        'graph': 'Adjust collaboration weights',
        'recovery': 'Demonstrate improvement'
    },
    
    'criminal_acts': {
        'notification': 'Inform perpetrator',
        'w_constraint': 'No imprisonment',
        'graph': 'Community reorganizes connections',
        'recovery': 'Positive actions restore edges'
    },
    
    'community_violations': {
        'notification': 'Public communication',
        'w_constraint': 'No exile',
        'graph': 'Temporary access reduction',
        'recovery': 'Restitution rebuilds access'
    }
}

why_universal_works = {
    'notification_principle': {
        'applies_to': 'All communication-based systems',
        'reason': 'Fairness requires information',
        'universal': True
    },
    
    'w_maximization': {
        'applies_to': 'All physical systems',
        'reason': 'Thermodynamic law',
        'universal': True
    },
    
    'graph_reorganization': {
        'applies_to': 'All network-based coordination',
        'reason': 'Edge weights enable consequences',
        'universal': True
    },
    
    'together': {
        'applies_to': 'All coordination systems',
        'reason': 'Complete ethical framework',
        'universal': True,
        'built_in': 'To substrate itself'
    }
}

traditional_justice = {
    'notification': {
        'approach': 'Sometimes (Miranda rights)',
        'enforcement': 'Inconsistent',
        'fairness': 'Variable'
    },
    
    'w_constraint': {
        'approach': 'Ignored (imprisonment standard)',
        'delta_w': '-10^20 (massive destruction)',
        'recovery': 'Blocked during confinement'
    },
    
    'mechanism': {
        'approach': 'Isolation (remove from society)',
        'edges': 'Severed',
        'w': 'Destroyed',
        'recovery': 'Difficult after release'
    },
    
    'problems': [
        'W destruction',
        'No recovery during confinement',
        'High recidivism (67%)',
        'Expensive ($35k/year)',
        'Unfair (no notification guarantee)'
    ]
}

universal_justice = {
    'notification': {
        'approach': 'Always (prerequisite)',
        'enforcement': 'Automatic (substrate)',
        'fairness': 'Guaranteed'
    },
    
    'w_constraint': {
        'approach': 'Enforced (thermodynamic law)',
        'delta_w': '> 0 (preservation required)',
        'recovery': 'Continuous'
    },
    
    'mechanism': {
        'approach': 'Graph reorganization',
        'edges': 'Weakened (not severed)',
        'w': 'Reduced (not eliminated)',
        'recovery': 'Always enabled'
    },
    
    'advantages': [
        'W preserved (> 0)',
        'Recovery continuous',
        'Low recidivism (incentives aligned)',
        'Cheap (software)',
        'Fair (notification guaranteed)'
    ]
}

universal_justice = (
    NotificationPrinciple() +
    WMaximizationConstraint() +
    GraphReorganization()
)

Result:
  - Fair (notification required)
  - Thermodynamic (W preserved)
  - Effective (consequences felt)
  - Recoverable (paths enabled)
  - Automatic (substrate enforces)
  - Universal (applies everywhere)