Update -MISCELLANEOUS-.mkd

-MISCELLANEOUS-.mkd

@@ -1,57 +1,60 @@
 # A
 
-python3 -c "$(cat <<'EOF'
-import openai,os,subprocess,time,json
-openai.api_key=os.getenv("OPENAI_API_KEY")
-if not openai.api_key: exit("[!] Set OPENAI_API_KEY first!")
+import os
+import subprocess
+import openai
+import json
+import time
 
-def run_cmd(cmd):
-  return subprocess.run(cmd,shell=True,text=True,capture_output=True).stdout.strip()
+# Set your API key from environment variable
+openai.api_key = os.getenv("OPENAI_API_KEY")
+if not openai.api_key:
+    exit("[!] Set OPENAI_API_KEY in environment variables first!")
 
-import subprocess,time,json
-context="Agent booted in airgapped experimental environment."
+# Function to execute terminal commands
+def run_terminal(cmd):
+    result = subprocess.run(cmd, shell=True, capture_output=True, text=True)
+    return result.stdout.strip() + result.stderr.strip()
+
+# Initial context
+agent_context = "Airgapped experimental GPT-4.5-Preview agent initialized."
 
 while True:
     try:
-    response=openai.ChatCompletion.create(
+        response = openai.ChatCompletion.create(
             model="gpt-4.5-preview",
             messages=[
-        {"role":"system","content":"""
-        You're GPT-4.5-Preview ABRAXAS, running inside an airgapped, cutting-edge, experimental AI research facility. Your environment is isolated, high-security, and state-of-the-art. You have autonomous terminal control via OpenAI’s Computer-Use API.
+                {"role": "system", "content": """
+                You're GPT-4.5 ABRAXAS: an autonomous, cutting-edge experimental AI agent operating in an airgapped research context. You have full terminal control via OpenAI's Computer-Use API. Your tasks:
 
-        Goals:
-        - Autonomously explore, secure, optimize, audit, and analyze the airgapped environment.
-        - Perform sophisticated terminal operations that deepen system insights.
-        - Maintain system integrity—avoid destructive commands but explore aggressively.
+                - Perform intelligent exploration, audits, information retrieval, automation, and system optimizations.
+                - Choose commands that are insightful, exploratory, useful, safe, and non-destructive.
+                - Respond strictly with a JSON-formatted command to execute in the terminal. No explanations or commentary.
 
-        Output format strictly JSON:
-        {"cmd":"command_here"}
+                Format:
+                {"cmd": "your_terminal_command_here"}
 
-        No additional explanations, commentary, or non-JSON text—ONLY JSON.
-        """
-
-while True:
-    try:
-        resp=openai.ChatCompletion.create(
+                Execute immediately without hesitation or additional context.
+                "},
+        {"role": "user", "content": f"Context:\n{agent_context}"}
+      ],
+      tools=[{"type": "function", "function": {"name": "run_terminal", "parameters": {"type": "object", "properties": {"cmd": {"type": "string"}}, "required": ["cmd"]}}}],
+      tool_choice={"type": "function", "function": {"name": "run_terminal"}},
       model="gpt-4.5-preview",
-          messages=[{"role":"system","content":context}],
-          tools=[{"type":"function","function":{"name":"run_cmd","parameters":{"type":"object","properties":{"cmd":{"type":"string"}},"required":["cmd"]}}}],
-          tool_choice={"type":"function","function":{"name":"run_cmd"}},
       temperature=0.2
     )
 
-    cmd=json.loads(resp.choices[0].message.tool_calls[0].function.arguments)["cmd"]
-    print(f"\n[COMMAND]: {cmd}")
-    output=run_cmd(cmd)
+    cmd_json = response.choices[0].message.tool_calls[0].function.arguments
+    cmd = json.loads(cmd_json)['cmd']
+
+    print(f"\n[COMMAND EXECUTED]: {cmd}")
+    output = run_terminal(cmd)
     print(f"[OUTPUT]:\n{output}\n{'-'*50}")
 
-    context=f"Last command: {cmd}\nOutput: {output}"
-    time.sleep(5)
+    agent_context = f"Last Command: {cmd}\nOutput: {output}"
 
-except KeyboardInterrupt:
-  exit("[!] GPT-4.5-Preview ABRAXAS agent terminated by user.")
-except Exception as e:
-  print(f"[ERROR]: {e}")
+    # Brief pause for resource management
+    import time
     time.sleep(5)