diff --git a/backend/README.md b/backend/README.md
index 56cc754b..a5c8c7bc 100644
--- a/backend/README.md
+++ b/backend/README.md
@@ -58,3 +58,21 @@
 5. Commit and push your changes
 
    Commit your changes, push your branch to GitHub, and create a pull request.
+
+## Scripts
+
+> [!WARNING]
+>
+> The following script may not apply to the Windows platform
+>
+> It is recommended to execute under the backend directory, and chmod authorization may be required
+
+- `pre_start.sh`: Perform automatic database migration and create database tables
+
+- `celery-start.sh`: For celery docker script, implementation is not recommended
+
+- `format.sh`: Perform ruff format check
+
+- `lint.sh`: Perform pre-commit formatting
+
+- `pdm_export.sh`: Execute pdm export dependency package
diff --git a/backend/alembic/env.py b/backend/alembic/env.py
index 7aee02d4..69d262da 100644
--- a/backend/alembic/env.py
+++ b/backend/alembic/env.py
@@ -1,4 +1,6 @@
+#!/usr/bin/env python3
 # -*- coding: utf-8 -*-
+# ruff: noqa: I001
 import asyncio
 import os
 import sys
diff --git a/backend/pre_start.sh b/backend/pre_start.sh
old mode 100644
new mode 100755
index de4ba74f..149de038
--- a/backend/pre_start.sh
+++ b/backend/pre_start.sh
@@ -1,5 +1,7 @@
 #!/usr/bin/env bash
 
+alembic revision --autogenerate
+
 alembic upgrade head
 
 python ./scripts/init_data.py
diff --git a/backend/pyproject.toml b/backend/pyproject.toml
index c5223b8e..9b09ebc2 100644
--- a/backend/pyproject.toml
+++ b/backend/pyproject.toml
@@ -61,7 +61,7 @@ deploy = [
 ]
 
 [tool.pdm]
-package-type = "application"
+distribution = false
 
 [tool.pdm.scripts]
 lint = "pre-commit run --all-files"
diff --git a/backend/scripts/init_data.py b/backend/scripts/init_data.py
index a6aa607f..841c7f1e 100644
--- a/backend/scripts/init_data.py
+++ b/backend/scripts/init_data.py
@@ -1,9 +1,13 @@
 #!/usr/bin/env python3
 # -*- coding: utf-8 -*-
+# ruff: noqa: I001
 import logging
+import sys
 
 from anyio import run
 
+sys.path.append('../')
+
 from backend.database.db_mysql import create_table
 
 logging.basicConfig(level=logging.INFO)