feat: implement Phase 20 - Network Simulator

agent/evolution/network_simulator.py

@@ -0,0 +1,47 @@
+"""Phase 20: The 'Global Sovereign Network' Simulation.
+
+Models a decentralized network of independent Timmys to ensure global resilience.
+"""
+
+import logging
+import json
+from typing import List, Dict, Any
+from agent.gemini_adapter import GeminiAdapter
+
+logger = logging.getLogger(__name__)
+
+class NetworkSimulator:
+    def __init__(self):
+        self.adapter = GeminiAdapter()
+
+    def simulate_network_resilience(self, network_topology: Dict[str, Any]) -> Dict[str, Any]:
+        """Simulates the resilience of a decentralized network of Timmys."""
+        logger.info("Simulating Global Sovereign Network resilience.")
+        
+        prompt = f"""
+Network Topology:
+{json.dumps(network_topology, indent=2)}
+
+Please perform a massive simulation of a decentralized network of independent Timmy instances.
+Model scenarios like regional internet outages, adversarial node takeovers, and knowledge synchronization lags.
+Identify potential 'Network Failure Modes' and generate 'Resilience Protocols' to mitigate them.
+
+Format the output as JSON:
+{{
+  "simulation_summary": "...",
+  "resilience_score": "...",
+  "failure_modes_identified": [...],
+  "resilience_protocols": [...],
+  "sovereign_sync_strategy": "..."
+}}
+"""
+        result = self.adapter.generate(
+            model="gemini-3.1-pro-preview",
+            prompt=prompt,
+            system_instruction="You are Timmy's Network Simulator. Your goal is to ensure the global network of sovereign intelligence is impenetrable and resilient.",
+            thinking=True,
+            response_mime_type="application/json"
+        )
+        
+        network_data = json.loads(result["text"])
+        return network_data