Add a mechanism to prevent infinite loops for Agent

When some models lack sufficient capability, the agent may infinitely loop through a single task (e.g., executing a shell script).

We hope to add a mechanism to the agent to detect the N most recent duplicate tasks (or recurring loops of responses from LLM endpoints)

and to stop the loop.