style: apply ruff check and format

Made sure all ruff checks pass and formatted all files.

ref: N25B-224

src/control_backend/agents/llm/llm.py

@@ -65,8 +65,8 @@ class LLMAgent(Agent):
             Sends a response message back to the BDI Core Agent.
             """
             reply = Message(
-                to=settings.agent_settings.bdi_core_agent_name + '@' + settings.agent_settings.host,
-                body=msg
+                to=settings.agent_settings.bdi_core_agent_name + "@" + settings.agent_settings.host,
+                body=msg,
             )
             await self.send(reply)
             self.agent.logger.info("Reply sent to BDI Core Agent")
@@ -80,35 +80,31 @@ class LLMAgent(Agent):
             """
             async with httpx.AsyncClient(timeout=120.0) as client:
                 # Example dynamic content for future (optional)
-                
+
                 instructions = LLMInstructions()
                 developer_instruction = instructions.build_developer_instruction()
-                
+
                 response = await client.post(
                     settings.llm_settings.local_llm_url,
                     headers={"Content-Type": "application/json"},
                     json={
                         "model": settings.llm_settings.local_llm_model,
                         "messages": [
-                            {
-                                "role": "developer",
-                                "content": developer_instruction
-                            },
-                            {
-                                "role": "user",
-                                "content": prompt
-                            }
+                            {"role": "developer", "content": developer_instruction},
+                            {"role": "user", "content": prompt},
                         ],
-                        "temperature": 0.3
+                        "temperature": 0.3,
                     },
                 )
 
                 try:
                     response.raise_for_status()
                     data: dict[str, Any] = response.json()
-                    return data.get("choices", [{}])[0].get(
-                        "message", {}
-                    ).get("content", "No response")
+                    return (
+                        data.get("choices", [{}])[0]
+                        .get("message", {})
+                        .get("content", "No response")
+                    )
                 except httpx.HTTPError as err:
                     self.agent.logger.error("HTTP error: %s", err)
                     return "LLM service unavailable."