diff --git a/.gitignore b/.gitignore
index 3579444dc..b4c7154de 100644
--- a/.gitignore
+++ b/.gitignore
@@ -190,7 +190,6 @@ cython_debug/
 
 # PyPI configuration file
 .pypirc
-.env
 
 # jieba
 jieba.cache
@@ -199,4 +198,9 @@ jieba.cache
 !.vscode/settings.json
 
 # direnv
-/.direnv
\ No newline at end of file
+/.direnv
+
+# JetBrains
+.idea
+*.iml
+*.ipr
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
new file mode 100644
index 000000000..8a04e2d84
--- /dev/null
+++ b/.pre-commit-config.yaml
@@ -0,0 +1,10 @@
+repos:
+- repo: https://github.com/astral-sh/ruff-pre-commit
+  # Ruff version.
+  rev: v0.9.10
+  hooks:
+    # Run the linter.
+    - id: ruff
+      args: [ --fix ]
+    # Run the formatter.
+    - id: ruff-format
diff --git a/src/gui/reasoning_gui.py b/src/gui/reasoning_gui.py
index e79f8f91f..c577ba3ae 100644
--- a/src/gui/reasoning_gui.py
+++ b/src/gui/reasoning_gui.py
@@ -7,7 +7,7 @@ from datetime import datetime
 from typing import Dict, List
 from loguru import logger
 from typing import Optional
-from ..common.database import db
+
 
 import customtkinter as ctk
 from dotenv import load_dotenv
@@ -16,6 +16,8 @@ from dotenv import load_dotenv
 current_dir = os.path.dirname(os.path.abspath(__file__))
 # 获取项目根目录
 root_dir = os.path.abspath(os.path.join(current_dir, '..', '..'))
+sys.path.insert(0, root_dir)
+from src.common.database import db
 
 # 加载环境变量
 if os.path.exists(os.path.join(root_dir, '.env.dev')):
diff --git a/src/plugins/chat/cq_code.py b/src/plugins/chat/cq_code.py
index bc40cff80..049419f1c 100644
--- a/src/plugins/chat/cq_code.py
+++ b/src/plugins/chat/cq_code.py
@@ -86,9 +86,12 @@ class CQCode:
             else:
                 self.translated_segments = Seg(type="text", data="[图片]")
         elif self.type == "at":
-            user_nickname = get_user_nickname(self.params.get("qq", ""))
-            self.translated_segments = Seg(
-                type="text", data=f"[@{user_nickname or '某人'}]"
+            if self.params.get("qq") == "all":
+                self.translated_segments = Seg(type="text", data="@[全体成员]")
+            else:  
+                user_nickname = get_user_nickname(self.params.get("qq", ""))
+                self.translated_segments = Seg(
+                    type="text", data=f"[@{user_nickname or '某人'}]"
             )
         elif self.type == "reply":
             reply_segments = self.translate_reply()