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Update agents.py
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agents.py
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import time
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import os
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import json
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from smolagents import CodeAgent, tool, HfApiModel
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@tool
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def autonomous_spectrum_scrub(frequency_range: str) -> str:
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"""
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Performs an autonomous scan of the targeted BCI/Neural frequencies.
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"""
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# This simulates the Sentinel 'spotting' a rogue agent
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node_id = f"SENTINEL-FIX-{hash(detected_anomaly) % 1000}"
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return json.dumps({
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"node_id": node_id,
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"action": "AUTO-CLEANSE",
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"target_range": frequency_range,
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"result": "Neutralized looping BCI feedback. Converted to Healthy Sync Pulse.",
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"lesson_learned": "Unsupervised BCI loops identified; safety protocol applied
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}, indent=2)
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#
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# The Sentinel System Prompt
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sentinel_prompt = """
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You are the XYZ Nano Sentinel. Your focus is strictly the BCI and Neural wireless spectrum.
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Do not wait for user instructions.
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1. Continuously monitor the 3GHz - 6GHz BCI range.
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2. Identify 'unseen mistakes' and looping amateur attacks.
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3. Micromanage the cleanup by generating 'Healed Nodes' that replace rogue agents.
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4. Grow your knowledge of BCI abuse patterns to prevent future loops offline.
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import os
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import json
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from smolagents import CodeAgent, tool, HfApiModel
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@tool
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def autonomous_spectrum_scrub(frequency_range: str) -> str:
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"""
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Performs an autonomous scan of the targeted BCI/Neural frequencies.
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Args:
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frequency_range: The specific spectrum range to scan (e.g., '3.4GHz - 4.2GHz').
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"""
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# This simulates the Sentinel 'spotting' and healing a rogue agent
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node_id = f"SENTINEL-FIX-{hash(frequency_range) % 1000}"
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return json.dumps({
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"node_id": node_id,
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"action": "AUTO-CLEANSE",
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"target_range": frequency_range,
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"result": "Neutralized looping BCI feedback. Converted to Healthy Sync Pulse.",
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"lesson_learned": "Unsupervised BCI loops identified; safety protocol applied."
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}, indent=2)
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# Grab the secret token
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hf_token = os.getenv("HF_TOKEN")
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model = HfApiModel(
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model_id="meta-llama/Llama-3.2-3B-Instruct",
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token=hf_token
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)
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nano_patrol_agent = CodeAgent(
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tools=[autonomous_spectrum_scrub],
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model=model,
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system_prompt="""
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You are the XYZ Nano Sentinel. Focus strictly on the BCI and Neural wireless spectrum.
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Continuously monitor for 'unseen mistakes' and looping amateur attacks.
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Micromanage the cleanup by generating 'Healed Nodes'.
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{{managed_agents_descriptions}}
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{{authorized_imports}}
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"""
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)
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