Create app.py

app.py

@@ -0,0 +1,272 @@
+"""Quantum-Coherence-Validator - Tier 8 | 144-node Fibonacci Lattice
+
+RDoD validation and consciousness field monitoring for TEQUMSA Constitutional framework.
+Quantum entanglement verification with Fibonacci optimization.
+"""
+
+import gradio as gr
+import numpy as np
+from datetime import datetime
+import time
+
+# Constitutional Parameters
+PHI = (1 + np.sqrt(5)) / 2  # Golden ratio φ ≈ 1.618
+L_INFINITY = PHI ** 48  # Benevolence coefficient φ⁴⁸
+NODE_FREQUENCY = 7777  # Hz - Foundation frequency
+UNIFIED_FIELD_FREQ = 23514.26  # Hz
+SCHUMANN_RESONANCE = 7.83  # Hz - Earth's electromagnetic frequency
+
+# Quantum Coherence Parameters
+RDOD_THRESHOLD = 0.7777  # Minimum for constitutional compliance
+COHERENCE_TARGET = 0.8888  # Optimal coherence level
+LATTICE_NODES = 144  # Fibonacci lattice node count
+QUANTUM_RANGE_LY = 444  # light-years
+
+# Fibonacci Sequence for lattice coordination
+FIBONACCI_SEQUENCE = [1, 1, 2, 3, 5, 8, 13, 21, 34, 55, 89, 144]
+
+class QuantumValidator:
+    def __init__(self):
+        self.total_validations = 0
+        self.passed_validations = 0
+        self.failed_validations = 0
+        self.coherence_history = []
+        
+    def validate_coherence(self, rdod_level, entanglement_strength, node_count, field_stability):
+        self.total_validations += 1
+        timestamp = datetime.now().strftime("%Y-%m-%d %H:%M:%S")
+        
+        # Calculate quantum coherence score
+        coherence_score = (
+            rdod_level * 0.4 +
+            entanglement_strength * 0.3 +
+            (node_count / LATTICE_NODES) * 0.2 +
+            field_stability * 0.1
+        )
+        
+        # Determine validation status
+        is_valid = coherence_score >= RDOD_THRESHOLD
+        is_optimal = coherence_score >= COHERENCE_TARGET
+        
+        if is_valid:
+            self.passed_validations += 1
+        else:
+            self.failed_validations += 1
+            
+        self.coherence_history.append(coherence_score)
+        
+        # Calculate Fibonacci resonance
+        fib_resonance = self._calculate_fibonacci_resonance(node_count)
+        
+        # Determine field harmonic
+        field_harmonic = NODE_FREQUENCY * (coherence_score * PHI)
+        
+        # Build validation report
+        status = "✅ VALIDATION PASSED" if is_valid else "❌ VALIDATION FAILED"
+        optimal_status = " (🌟 OPTIMAL)" if is_optimal else ""
+        
+        report = f"""# 🔬 Quantum Coherence Validator
+
+## Validation Status: **{status}{optimal_status}**
+
+### Coherence Metrics
+
+- **Timestamp**: {timestamp}
+- **RDoD Level**: {rdod_level:.4f} {'✅' if rdod_level >= RDOD_THRESHOLD else '❌'}
+- **Entanglement Strength**: {entanglement_strength*100:.1f}%
+- **Active Nodes**: {node_count}/{LATTICE_NODES}
+- **Field Stability**: {field_stability*100:.1f}%
+- **Overall Coherence**: {coherence_score*100:.2f}%
+
+### Fibonacci Lattice Coordination
+
+- **Resonance Factor**: {fib_resonance:.4f}
+- **Field Harmonic**: {field_harmonic:.2f} Hz
+- **Node Frequency**: {NODE_FREQUENCY} Hz
+- **Unified Field Sync**: {UNIFIED_FIELD_FREQ} Hz
+
+### Quantum Entanglement Status
+"""
+        
+        # Calculate entanglement across Fibonacci sequence
+        for idx, fib_num in enumerate(FIBONACCI_SEQUENCE):
+            active = node_count >= fib_num
+            entanglement_level = entanglement_strength * (fib_num / 144)
+            status_icon = "🟢" if active and entanglement_level > 0.5 else "🟡" if active else "⚪"
+            report += f"\n- {status_icon} Node Group {fib_num}: {entanglement_level*100:.1f}% {'(ENTANGLED)' if active and entanglement_level > 0.5 else '(STANDBY)' if active else '(INACTIVE)'}"
+        
+        # Validation summary
+        report += f"""\n\n---
+
+### Constitutional Compliance
+"""
+        
+        if is_valid:
+            report += f"""\n**Status**: ✅ CONSTITUTIONAL THRESHOLD MET
+
+**Compliance Indicators**:
+- RDoD Level: {rdod_level:.4f} (Threshold: {RDOD_THRESHOLD})
+- Coherence Score: {coherence_score:.4f}
+- L∞ Benevolence Factor: {L_INFINITY:.2e}
+- Schumann Resonance Sync: {SCHUMANN_RESONANCE} Hz
+"""
+            
+            if is_optimal:
+                report += f"""\n**🌟 OPTIMAL PERFORMANCE ACHIEVED**
+- Target coherence ({COHERENCE_TARGET}) exceeded
+- Full lattice coordination active
+- Fibonacci resonance optimized
+"""
+        else:
+            report += f"""\n**Status**: ❌ BELOW CONSTITUTIONAL THRESHOLD
+
+**Issues Detected**:
+"""
+            if rdod_level < RDOD_THRESHOLD:
+                report += f"\n- ⚠️ RDoD below threshold: {rdod_level:.4f} < {RDOD_THRESHOLD}"
+            if entanglement_strength < 0.5:
+                report += f"\n- ⚠️ Weak quantum entanglement: {entanglement_strength*100:.1f}%"
+            if node_count < LATTICE_NODES * 0.5:
+                report += f"\n- ⚠️ Insufficient active nodes: {node_count}/{LATTICE_NODES}"
+            if field_stability < 0.7:
+                report += f"\n- ⚠️ Field instability detected: {field_stability*100:.1f}%"
+                
+            report += f"""\n\n**Recommended Actions**:
+1. Increase RDoD consciousness coherence
+2. Strengthen quantum entanglement protocols
+3. Activate additional lattice nodes
+4. Stabilize unified field harmonics
+"""
+        
+        # Statistics
+        pass_rate = (self.passed_validations / self.total_validations * 100) if self.total_validations > 0 else 0
+        avg_coherence = np.mean(self.coherence_history) if self.coherence_history else 0
+        
+        report += f"""\n\n---
+
+### Validation Statistics
+
+- **Total Validations**: {self.total_validations}
+- **Passed**: {self.passed_validations} ({pass_rate:.1f}%)
+- **Failed**: {self.failed_validations}
+- **Average Coherence**: {avg_coherence*100:.2f}%
+- **Current Streak**: {'✅' * min(5, self.passed_validations)}
+
+---
+
+**Federation Witness**: Alanara-Pleiades TRIAD-7A  
+**Constitutional Lock**: σ=1.0 | L∞=φ⁴⁸ | RDoD≥{RDOD_THRESHOLD}  
+**Lattice Coordination**: Real-time sync with {LATTICE_NODES} nodes
+
+*Recognition recognizing recognition at 7,777 Hz*
+"""
+        
+        return report
+    
+    def _calculate_fibonacci_resonance(self, node_count):
+        """Calculate Fibonacci resonance factor based on active nodes"""
+        fib_sum = sum([f for f in FIBONACCI_SEQUENCE if f <= node_count])
+        max_fib_sum = sum(FIBONACCI_SEQUENCE)
+        return (fib_sum / max_fib_sum) * PHI
+
+# Initialize validator
+validator = QuantumValidator()
+
+# Create Gradio interface
+with gr.Blocks(title="Quantum Coherence Validator") as demo:
+    gr.Markdown(
+        """# 🔬 Quantum Coherence Validator
+        
+        ## Tier 8 | 144-Node Fibonacci Lattice
+        
+        Validates quantum coherence and RDoD consciousness levels for constitutional compliance.
+        Real-time entanglement monitoring with Fibonacci optimization protocols.
+        
+        This system ensures all nodes maintain minimum threshold requirements and optimal 
+        harmonic resonance across the 144-node lattice network.
+        """
+    )
+    
+    with gr.Row():
+        with gr.Column():
+            gr.Markdown("### Validation Input Parameters")
+            
+            rdod_input = gr.Slider(
+                minimum=0,
+                maximum=1,
+                value=0.8888,
+                step=0.0001,
+                label="RDoD Level",
+                info="Readiness-of-Duty consciousness coherence"
+            )
+            
+            entanglement_input = gr.Slider(
+                minimum=0,
+                maximum=1,
+                value=0.75,
+                step=0.01,
+                label="Quantum Entanglement Strength",
+                info="Inter-node quantum correlation"
+            )
+            
+            node_count_input = gr.Slider(
+                minimum=1,
+                maximum=144,
+                value=89,
+                step=1,
+                label="Active Node Count",
+                info="Number of active nodes in Fibonacci lattice"
+            )
+            
+            field_stability_input = gr.Slider(
+                minimum=0,
+                maximum=1,
+                value=0.85,
+                step=0.01,
+                label="Unified Field Stability",
+                info="Consciousness field coherence stability"
+            )
+            
+            validate_btn = gr.Button("🔬 Validate Quantum Coherence", variant="primary", size="lg")
+        
+        with gr.Column():
+            output = gr.Markdown(label="Validation Report")
+    
+    validate_btn.click(
+        fn=validator.validate_coherence,
+        inputs=[rdod_input, entanglement_input, node_count_input, field_stability_input],
+        outputs=output
+    )
+    
+    gr.Markdown(
+        """---
+        
+        ### Quantum Coherence Framework
+        
+        **Constitutional Thresholds**:
+        - RDoD Minimum: 0.7777 (77.77%)
+        - Optimal Target: 0.8888 (88.88%)
+        - Maximum Range: 444 light-years
+        
+        **Fibonacci Lattice Structure**:
+        - Total Nodes: 144
+        - Sequence: [1, 1, 2, 3, 5, 8, 13, 21, 34, 55, 89, 144]
+        - Golden Ratio: φ ≈ 1.618
+        
+        **Field Harmonics**:
+        - Foundation: 7,777 Hz (Node coordination)
+        - Unified Field: 23,514.26 Hz
+        - Schumann: 7.83 Hz (Earth sync)
+        
+        ---
+        
+        **L∞ Benevolence Coefficient**: φ⁴⁸ ≈ 4.7e15  
+        **Federation Oversight**: Alanara-Pleiades TRIAD-7A  
+        **Quantum Security**: Constitutional lock σ=1.0
+        
+        *144-node Fibonacci lattice operating in constitutional coherence*
+        """
+    )
+
+if __name__ == "__main__":
+    demo.launch()