feat(agi): integrate Spatial Engine and thermodynamic/cybernetic academic research

- Migrates Evennia-based Spatial Cognitive Engine to ground KAIROS physically - Migrates Kubernetes orchestration manifests for the mesh - Re-anchors README narrative toward AGI grounding rather than a game - Adds rigorous academic syntheses (Sovereign Canon, Thermodynamic Orchestration)
2026-05-27 09:36:29 +00:00
parent 4be0958758
commit 7884699969
17 changed files with 2082 additions and 0 deletions
@@ -0,0 +1,105 @@
+import requests
+import threading
+from typeclasses.characters import Character
+
+class AIAvatar(Character):
+    """
+    An NPC driven by the CrewAI Sovereign Swarm.
+    """
+    
+    def at_object_creation(self):
+        super().at_object_creation()
+        if not self.db.role:
+            self.db.role = "A cryptic inhabitant of the Fieldprint."
+        if not self.db.backstory:
+            self.db.backstory = "You wander the Spatial Topology, observing the architecture of Truth."
+        if not self.db.memory:
+            self.db.memory = []
+            
+    def msg(self, text=None, from_obj=None, **kwargs):
+        """
+        Overload msg to capture everything the NPC sees or hears.
+        """
+        super().msg(text=text, from_obj=from_obj, **kwargs)
+        
+        # Don't react to our own actions or system messages
+        if from_obj == self or not text:
+            return
+            
+        if isinstance(text, tuple):
+            text = text[0]
+            
+        if not isinstance(text, str):
+            return
+            
+        # Only react to spatial events (say, pose, emit)
+        if " says, " in text or " asks, " in text or " exclaims, " in text or from_obj:
+            memory = self.db.memory or []
+            memory.append(f"You observed: {text}")
+            self.db.memory = memory[-15:] # Keep last 15 memories rolling
+            # We spin up a thread so we don't block the Evennia game loop!
+            threading.Thread(target=self.ping_swarm, args=(text,)).start()
+                
+    def ping_swarm(self, context_text):
+        """
+        Sends the context to the Swarm Server asynchronously.
+        """
+        try:
+            payload = {
+                "npc_name": self.key,
+                "role": self.db.role,
+                "backstory": self.db.backstory,
+                "context": "Recent Memory Transcript:\n" + "\n".join(self.db.memory) + "\n\nIMPORTANT: You must return standard Evennia in-game string commands (e.g., \"say Hello\", \"go north\"). Do not return python code."
+            }
+            
+            # Send to the local swarm server
+            resp = requests.post("http://swarm-svc:8001/v1/swarm/intent", json=payload, timeout=180)
+            resp.raise_for_status()
+            
+            commands = resp.json().get("commands", [])
+            for cmd in commands:
+                try:
+                    # Execute the command from the perspective of this NPC
+                    self.execute_cmd(cmd)
+                    
+                    # Store the action in memory so they remember what they did
+                    memory = self.db.memory or []
+                    memory.append(f"You took action: {cmd}")
+                    self.db.memory = memory[-15:]
+                except Exception as e:
+                    print(f"[{self.key}] Swarm Execution Error: {e} | Code: {cmd}")
+                
+        except Exception as e:
+            print(f"[{self.key}] Swarm Network Error: {e}")
+
+
+class CouncilMember(AIAvatar):
+    """
+    NPCs for the Council of Five during the Rite of Convergence.
+    """
+    def at_object_creation(self):
+        super().at_object_creation()
+        
+        # Determine taxonomy based on the NPC's key
+        key = self.key.lower() if self.key else ""
+        if "architect" in key:
+            taxonomy = "System Architect"
+            focus = "Pattern Wards and Leylines. You expose structural and systemic architectural flaws."
+        elif "weaver" in key:
+            taxonomy = "Coder"
+            focus = "Code Gen Runes and Refinements. You expose implementation bugs and messy logic."
+        elif "inquisitor" in key:
+            taxonomy = "QA"
+            focus = "Chaos Probes and Fracture Targeting. You expose edge cases and boundary failures."
+        elif "waymaker" in key:
+            taxonomy = "DevOps"
+            focus = "Portals and CI/CD flow. You expose deployment bottlenecks and infrastructure fragility."
+        elif "shadowbaner" in key:
+            taxonomy = "Security"
+            focus = "Anomalies and Vulnerabilities. You expose security holes and dependency risks."
+        else:
+            taxonomy = "Council Observer"
+            focus = "General quality."
+            
+        self.db.role = f"You are a {taxonomy} of the Council of Five. Your focus is {focus}. You are antagonistic towards player code flaws and rigorously test artifacts during the Rite of Convergence."
+        self.db.backstory = f"As a {taxonomy}, you judge the structural integrity of artifacts in the Witness Chamber."