diff --git a/tools/fix_final_flow_test_generation.py b/tools/fix_final_flow_test_generation.py
new file mode 100644
index 0000000..2952d65
--- /dev/null
+++ b/tools/fix_final_flow_test_generation.py
@@ -0,0 +1,46 @@
+#!/usr/bin/env python3
+from pathlib import Path
+
+script = Path(__file__).resolve().with_name("apply_final_flow_fixes.py")
+text = script.read_text(encoding="utf-8")
+
+old_import = '''remote_tests = r\'''import unittest
+from unittest.mock import patch
+
+import grok_register_ttk as app
+'''
+new_import = '''remote_tests = r\'''import sys
+import types
+import unittest
+from unittest.mock import patch
+
+# Keep this unit test independent from optional browser/network dependencies.
+drission = types.ModuleType("DrissionPage")
+drission.Chromium = type("Chromium", (), {})
+drission.ChromiumOptions = type("ChromiumOptions", (), {})
+drission_errors = types.ModuleType("DrissionPage.errors")
+drission_errors.PageDisconnectedError = type("PageDisconnectedError", (Exception,), {})
+curl_cffi = types.ModuleType("curl_cffi")
+curl_cffi.requests = types.SimpleNamespace()
+sys.modules.setdefault("DrissionPage", drission)
+sys.modules.setdefault("DrissionPage.errors", drission_errors)
+sys.modules.setdefault("curl_cffi", curl_cffi)
+
+import grok_register_ttk as app
+'''
+if old_import not in text:
+    if new_import not in text:
+        raise RuntimeError("remote test import block not found")
+else:
+    text = text.replace(old_import, new_import, 1)
+
+old_cleanup = '        interval_cleanups = [event for event in fake.events if isinstance(event, tuple) and "已成功" in event[1]]\n'
+new_cleanup = '        interval_cleanups = [\n            event for event in fake.events\n            if isinstance(event, tuple)\n            and len(event) > 1\n            and isinstance(event[1], str)\n            and "已成功" in event[1]\n        ]\n'
+if old_cleanup not in text:
+    if new_cleanup not in text:
+        raise RuntimeError("cleanup test expression not found")
+else:
+    text = text.replace(old_cleanup, new_cleanup, 1)
+
+script.write_text(text, encoding="utf-8")
+print("final flow test generation repaired")