diff --git a/.github/workflows/code-format.yml b/.github/workflows/code-format.yml
index a183f1bb2..3de1bea55 100644
--- a/.github/workflows/code-format.yml
+++ b/.github/workflows/code-format.yml
@@ -17,7 +17,7 @@ jobs:
     - name: Set up Python
       uses: actions/setup-python@v6
       with:
-        python-version: '3.10'
+        python-version: '3.12'
         
     - name: Install UV
       run: pip install uv
diff --git a/astrbot/core/star/star_manager.py b/astrbot/core/star/star_manager.py
index c6b0f5ac4..51f50aedf 100644
--- a/astrbot/core/star/star_manager.py
+++ b/astrbot/core/star/star_manager.py
@@ -514,9 +514,7 @@ class PluginManager:
                     logger.info(metadata)
                     metadata.config = plugin_config
                     p_name = (metadata.name or "unknown").lower().replace("/", "_")
-                    p_author = (
-                        (metadata.author or "unknown").lower().replace("/", "_")
-                    )
+                    p_author = (metadata.author or "unknown").lower().replace("/", "_")
                     plugin_id = f"{p_author}/{p_name}"
 
                     # 在实例化前注入类属性，保证插件 __init__ 可读取这些值