diff --git a/astrbot/core/astr_agent_run_util.py b/astrbot/core/astr_agent_run_util.py
index c6f05b867..dd65f92e6 100644
--- a/astrbot/core/astr_agent_run_util.py
+++ b/astrbot/core/astr_agent_run_util.py
@@ -245,8 +245,9 @@ async def run_agent(
                 err_msg = custom_error_message
             else:
                 err_msg = (
-                    f"\n\nAstrBot 请求失败。\n错误类型: {type(e).__name__}\n错误信息: "
-                    f"{e!s}\n\n请在平台日志查看和分享错误详情。\n"
+                    f"Error occurred during AI execution.\n"
+                    f"Error Type: {type(e).__name__}\n"
+                    f"Error Message: {str(e)}"
                 )
 
             error_llm_response = LLMResponse(
diff --git a/astrbot/core/pipeline/process_stage/method/agent_sub_stages/third_party.py b/astrbot/core/pipeline/process_stage/method/agent_sub_stages/third_party.py
index 0b7ee1094..fcc574bc4 100644
--- a/astrbot/core/pipeline/process_stage/method/agent_sub_stages/third_party.py
+++ b/astrbot/core/pipeline/process_stage/method/agent_sub_stages/third_party.py
@@ -64,8 +64,9 @@ async def run_third_party_agent(
         err_msg = custom_error_message
         if not err_msg:
             err_msg = (
-                f"\nAstrBot 请求失败。\n错误类型: {type(e).__name__}\n"
-                f"错误信息: {e!s}\n\n请在平台日志查看和分享错误详情。\n"
+                f"Error occurred during AI execution.\n"
+                f"Error Type: {type(e).__name__} (3rd party)\n"
+                f"Error Message: {str(e)}"
             )
         yield MessageChain().message(err_msg)