fix: correct spelling of "Update" in commit message to "Update"

devplacepy/services/bot/llm.py

@@ -524,9 +524,15 @@ class LLMClient:
     def _decision_prompt(page_state: dict, menu: list[dict], history: list[str]) -> str:
         menu_lines = "\n".join(f"- {item['action']}: {item['desc']}" for item in menu)
         recent = "; ".join(history[-8:]) if history else "nothing yet this visit"
+        unread = page_state.get("unread_notifications", 0)
+        unread_line = (
+            f"\nUNREAD NOTIFICATIONS: {unread} (someone may have mentioned or replied to you)"
+            if unread
+            else ""
+        )
         return (
             f"PAGE: {page_state.get('page', 'unknown')}\n"
-            f"VISIBLE: {page_state.get('visible', '')}\n"
+            f"VISIBLE: {page_state.get('visible', '')}{unread_line}\n"
             f"MENU:\n{menu_lines}\n"
             f"RECENT (this visit): {recent}"
         )