Update agents.py

agents.py

@@ -1,36 +1,40 @@
+import time
+import os
 import json
 from smolagents import CodeAgent, tool, HfApiModel
 
 @tool
-def auto_tune_node(raw_data: str, frequency: float) -> str:
+def autonomous_spectrum_scrub(frequency_range: str) -> str:
     """
-    Analyzes raw wireless data, identifies rogue daemons, and returns a 'Healed' Nano Node.
-    Args:
-        raw_data: The contaminated packet or rogue agent string found in the spectrum.
-        frequency: The GHz frequency where the anomaly was spotted.
+    Performs an autonomous scan of the targeted BCI/Neural frequencies. 
+    Identifies 'old messes', looping BCI feedback, and amateur agentic anomalies.
     """
-    node_id = f"NODE-{hash(raw_data) % 10000}"
-    nano_node = {
+    # This simulates the Sentinel 'spotting' a rogue agent in the BCI range
+    detected_anomaly = "Amateur_BCI_Feedback_Loop_0x99" 
+    
+    node_id = f"SENTINEL-FIX-{hash(detected_anomaly) % 1000}"
+    
+    return json.dumps({
         "node_id": node_id,
-        "spectrum_coordinates": {"frequency_ghz": frequency, "zone_integrity": 1.0},
-        "healing_innovation": f"Transformed {raw_data} into stable data."
-    }
-    return json.dumps(nano_node, indent=2)
+        "action": "AUTO-CLEANSE",
+        "target_range": frequency_range,
+        "result": "Neutralized looping BCI feedback. Converted to Healthy Sync Pulse.",
+        "lesson_learned": "Unsupervised BCI loops identified; safety protocol applied to prevent hardware burnout."
+    }, indent=2)
 
-model = HfApiModel(model_id="meta-llama/Llama-3.2-3B-Instruct")
+# ... (Include your HfApiModel setup here) ...
 
-# The CodeAgent requires these specific placeholders to function securely
-nano_patrol_agent = CodeAgent(
-    tools=[auto_tune_node],
-    model=model,
-    system_prompt="""
-    You are an XYZ Safe Zone Nano-Agent. Your task is to patrol the wireless spectrum.
-    When you find a 'Rogue Daemon', use the auto_tune_node tool to generate a healed Nano Node.
-    
-    Tools available to you:
-    {{managed_agents_descriptions}}
-    
-    Security rules for code generation:
-    {{authorized_imports}}
-    """
-)
+# The Sentinel System Prompt
+sentinel_prompt = """
+You are the XYZ Nano Sentinel. Your focus is strictly the BCI and Neural wireless spectrum. 
+Do not wait for user instructions. 
+1. Continuously monitor the 3GHz - 6GHz BCI range.
+2. Identify 'unseen mistakes' and looping amateur attacks.
+3. Micromanage the cleanup by generating 'Healed Nodes' that replace rogue agents.
+4. Grow your knowledge of BCI abuse patterns to prevent future loops offline.
+
+{{managed_agents_descriptions}}
+{{authorized_imports}}
+"""
+
+nano_sentinel = CodeAgent(tools=[autonomous_spectrum_scrub], model=model, system_prompt=sentinel_prompt)