diff --git a/metagpt/actions/di/execute_nb_code.py b/metagpt/actions/di/execute_nb_code.py
index f9330884d..873c11106 100644
--- a/metagpt/actions/di/execute_nb_code.py
+++ b/metagpt/actions/di/execute_nb_code.py
@@ -25,7 +25,7 @@ from rich.syntax import Syntax
 
 from metagpt.actions import Action
 from metagpt.const import DEFAULT_WORKSPACE_ROOT
-from metagpt.logs import logger
+from metagpt.logs import ToolLogItem, log_tool_output, logger
 
 
 class ExecuteNbCode(Action):
@@ -208,6 +208,10 @@ class ExecuteNbCode(Action):
             if "!pip" in code:
                 success = False
 
+            file_path = DEFAULT_WORKSPACE_ROOT / "code.ipynb"
+            nbformat.write(self.nb, file_path)
+            log_tool_output(ToolLogItem(name="file_path", value=file_path), tool_name="ExecuteNbCode")
+
             return outputs, success
 
         elif language == "markdown":