diff --git a/.github/workflows/code-format.yml b/.github/workflows/code-format.yml
new file mode 100644
index 000000000..e4bc932ce
--- /dev/null
+++ b/.github/workflows/code-format.yml
@@ -0,0 +1,34 @@
+name: Code Format Check
+
+on:
+  pull_request:
+    branches: [ master ]
+  push:
+    branches: [ master ]
+
+jobs:
+  format-check:
+    runs-on: ubuntu-latest
+    
+    steps:
+    - name: Checkout code
+      uses: actions/checkout@v4
+      
+    - name: Set up Python
+      uses: actions/setup-python@v5
+      with:
+        python-version: '3.10'
+        
+    - name: Install UV
+      run: pip install uv
+      
+    - name: Install dependencies
+      run: uv sync
+      
+    - name: Check code formatting with ruff
+      run: |
+        uv run ruff format --check .
+        
+    - name: Check code style with ruff
+      run: |
+        uv run ruff check .
\ No newline at end of file
diff --git a/.github/workflows/dashboard_ci.yml b/.github/workflows/dashboard_ci.yml
index 3c96297e8..9299dd6f5 100644
--- a/.github/workflows/dashboard_ci.yml
+++ b/.github/workflows/dashboard_ci.yml
@@ -37,6 +37,7 @@ jobs:
             !dist/**/*.md
 
       - name: Create GitHub Release
+        if: github.event_name == 'push'
         uses: ncipollo/release-action@v1
         with:
           tag: release-${{ github.sha }}
diff --git a/astrbot/cli/utils/plugin.py b/astrbot/cli/utils/plugin.py
index 5b9f14d32..cd1fcd97b 100644
--- a/astrbot/cli/utils/plugin.py
+++ b/astrbot/cli/utils/plugin.py
@@ -124,15 +124,17 @@ def build_plug_list(plugins_dir: Path) -> list:
             if metadata and all(
                 k in metadata for k in ["name", "desc", "version", "author", "repo"]
             ):
-                result.append({
-                    "name": str(metadata.get("name", "")),
-                    "desc": str(metadata.get("desc", "")),
-                    "version": str(metadata.get("version", "")),
-                    "author": str(metadata.get("author", "")),
-                    "repo": str(metadata.get("repo", "")),
-                    "status": PluginStatus.INSTALLED,
-                    "local_path": str(plugin_dir),
-                })
+                result.append(
+                    {
+                        "name": str(metadata.get("name", "")),
+                        "desc": str(metadata.get("desc", "")),
+                        "version": str(metadata.get("version", "")),
+                        "author": str(metadata.get("author", "")),
+                        "repo": str(metadata.get("repo", "")),
+                        "status": PluginStatus.INSTALLED,
+                        "local_path": str(plugin_dir),
+                    }
+                )
 
     # 获取在线插件列表
     online_plugins = []
@@ -142,15 +144,17 @@ def build_plug_list(plugins_dir: Path) -> list:
             resp.raise_for_status()
             data = resp.json()
             for plugin_id, plugin_info in data.items():
-                online_plugins.append({
-                    "name": str(plugin_id),
-                    "desc": str(plugin_info.get("desc", "")),
-                    "version": str(plugin_info.get("version", "")),
-                    "author": str(plugin_info.get("author", "")),
-                    "repo": str(plugin_info.get("repo", "")),
-                    "status": PluginStatus.NOT_INSTALLED,
-                    "local_path": None,
-                })
+                online_plugins.append(
+                    {
+                        "name": str(plugin_id),
+                        "desc": str(plugin_info.get("desc", "")),
+                        "version": str(plugin_info.get("version", "")),
+                        "author": str(plugin_info.get("author", "")),
+                        "repo": str(plugin_info.get("repo", "")),
+                        "status": PluginStatus.NOT_INSTALLED,
+                        "local_path": None,
+                    }
+                )
     except Exception as e:
         click.echo(f"获取在线插件列表失败: {e}", err=True)
 
diff --git a/astrbot/core/agent/response.py b/astrbot/core/agent/response.py
index 3f683a233..8eb1854f6 100644
--- a/astrbot/core/agent/response.py
+++ b/astrbot/core/agent/response.py
@@ -2,6 +2,7 @@ from dataclasses import dataclass
 import typing as T
 from astrbot.core.message.message_event_result import MessageChain
 
+
 class AgentResponseData(T.TypedDict):
     chain: MessageChain
 
diff --git a/astrbot/core/agent/run_context.py b/astrbot/core/agent/run_context.py
index 58ea2ca43..a0febf8c9 100644
--- a/astrbot/core/agent/run_context.py
+++ b/astrbot/core/agent/run_context.py
@@ -14,4 +14,5 @@ class ContextWrapper(Generic[TContext]):
     context: TContext
     event: AstrMessageEvent
 
+
 NoContext = ContextWrapper[None]
diff --git a/astrbot/core/db/migration/helper.py b/astrbot/core/db/migration/helper.py
index 796a7b336..901cdc4ed 100644
--- a/astrbot/core/db/migration/helper.py
+++ b/astrbot/core/db/migration/helper.py
@@ -53,7 +53,7 @@ async def do_migration_v4(
     await migration_webchat_data(db_helper, platform_id_map)
 
     # 执行偏好设置迁移
-    await migration_preferences(db_helper,platform_id_map)
+    await migration_preferences(db_helper, platform_id_map)
 
     # 执行平台统计表迁移
     await migration_platform_table(db_helper, platform_id_map)
diff --git a/astrbot/core/db/migration/shared_preferences_v3.py b/astrbot/core/db/migration/shared_preferences_v3.py
index dda2cbcaf..6a661bd3d 100644
--- a/astrbot/core/db/migration/shared_preferences_v3.py
+++ b/astrbot/core/db/migration/shared_preferences_v3.py
@@ -5,6 +5,7 @@ from astrbot.core.utils.astrbot_path import get_astrbot_data_path
 
 _VT = TypeVar("_VT")
 
+
 class SharedPreferences:
     def __init__(self, path=None):
         if path is None:
@@ -42,4 +43,5 @@ class SharedPreferences:
         self._data.clear()
         self._save_preferences()
 
+
 sp = SharedPreferences()
diff --git a/astrbot/core/db/migration/sqlite_v3.py b/astrbot/core/db/migration/sqlite_v3.py
index e7e734abd..ad86c51f3 100644
--- a/astrbot/core/db/migration/sqlite_v3.py
+++ b/astrbot/core/db/migration/sqlite_v3.py
@@ -4,6 +4,7 @@ from astrbot.core.db.po import Platform, Stats
 from typing import Tuple, List, Dict, Any
 from dataclasses import dataclass
 
+
 @dataclass
 class Conversation:
     """LLM 对话存储
@@ -76,7 +77,7 @@ PRAGMA encoding = 'UTF-8';
 """
 
 
-class SQLiteDatabase():
+class SQLiteDatabase:
     def __init__(self, db_path: str) -> None:
         super().__init__()
         self.db_path = db_path
diff --git a/astrbot/core/db/vec_db/faiss_impl/__init__.py b/astrbot/core/db/vec_db/faiss_impl/__init__.py
index 11fc79d60..41f60466c 100644
--- a/astrbot/core/db/vec_db/faiss_impl/__init__.py
+++ b/astrbot/core/db/vec_db/faiss_impl/__init__.py
@@ -1,3 +1,3 @@
 from .vec_db import FaissVecDB
 
-__all__ = ["FaissVecDB"]
\ No newline at end of file
+__all__ = ["FaissVecDB"]
diff --git a/astrbot/core/db/vec_db/faiss_impl/vec_db.py b/astrbot/core/db/vec_db/faiss_impl/vec_db.py
index bc23922ef..7c2ae1c01 100644
--- a/astrbot/core/db/vec_db/faiss_impl/vec_db.py
+++ b/astrbot/core/db/vec_db/faiss_impl/vec_db.py
@@ -113,7 +113,8 @@ class FaissVecDB(BaseVecDB):
                 reranked_results, key=lambda x: x.relevance_score, reverse=True
             )
             top_k_results = [
-                top_k_results[reranked_result.index] for reranked_result in reranked_results
+                top_k_results[reranked_result.index]
+                for reranked_result in reranked_results
             ]
 
         return top_k_results
diff --git a/astrbot/core/pipeline/context_utils.py b/astrbot/core/pipeline/context_utils.py
index 02e87e6d0..27b47cbe3 100644
--- a/astrbot/core/pipeline/context_utils.py
+++ b/astrbot/core/pipeline/context_utils.py
@@ -77,7 +77,7 @@ async def call_event_hook(
 
     Returns:
         bool: 如果事件被终止，返回 True
-    # """
+    #"""
     handlers = star_handlers_registry.get_handlers_by_event_type(
         hook_type, plugins_name=event.plugins_name
     )
diff --git a/astrbot/core/platform/astr_message_event.py b/astrbot/core/platform/astr_message_event.py
index 75ea317ad..c38dfddef 100644
--- a/astrbot/core/platform/astr_message_event.py
+++ b/astrbot/core/platform/astr_message_event.py
@@ -24,7 +24,7 @@ from astrbot.core.provider.entities import ProviderRequest
 from astrbot.core.utils.metrics import Metric
 from .astrbot_message import AstrBotMessage, Group
 from .platform_metadata import PlatformMetadata
-from .message_session import MessageSession, MessageSesion # noqa
+from .message_session import MessageSession, MessageSesion  # noqa
 
 
 class AstrMessageEvent(abc.ABC):
diff --git a/astrbot/core/platform/manager.py b/astrbot/core/platform/manager.py
index e1368cf0b..1308c482a 100644
--- a/astrbot/core/platform/manager.py
+++ b/astrbot/core/platform/manager.py
@@ -68,23 +68,23 @@ class PlatformManager:
                     )
                 case "lark":
                     from .sources.lark.lark_adapter import (
-                        LarkPlatformAdapter,
-                    )  # noqa: F401
+                        LarkPlatformAdapter,  # noqa: F401
+                    )
                 case "dingtalk":
                     from .sources.dingtalk.dingtalk_adapter import (
                         DingtalkPlatformAdapter,  # noqa: F401
                     )
                 case "telegram":
                     from .sources.telegram.tg_adapter import (
-                        TelegramPlatformAdapter,
-                    )  # noqa: F401
+                        TelegramPlatformAdapter,  # noqa: F401
+                    )
                 case "wecom":
                     from .sources.wecom.wecom_adapter import (
-                        WecomPlatformAdapter,
-                    )  # noqa: F401
+                        WecomPlatformAdapter,  # noqa: F401
+                    )
                 case "weixin_official_account":
                     from .sources.weixin_official_account.weixin_offacc_adapter import (
-                        WeixinOfficialAccountPlatformAdapter,  # noqa
+                        WeixinOfficialAccountPlatformAdapter,  # noqa: F401
                     )
                 case "discord":
                     from .sources.discord.discord_platform_adapter import (
@@ -94,8 +94,8 @@ class PlatformManager:
                     from .sources.slack.slack_adapter import SlackAdapter  # noqa: F401
                 case "satori":
                     from .sources.satori.satori_adapter import (
-                        SatoriPlatformAdapter,
-                    )  # noqa: F401
+                        SatoriPlatformAdapter,  # noqa: F401
+                    )
         except (ImportError, ModuleNotFoundError) as e:
             logger.error(
                 f"加载平台适配器 {platform_config['type']} 失败，原因：{e}。请检查依赖库是否安装。提示：可以在 管理面板->控制台->安装Pip库 中安装依赖库。"
diff --git a/astrbot/core/platform/sources/aiocqhttp/aiocqhttp_platform_adapter.py b/astrbot/core/platform/sources/aiocqhttp/aiocqhttp_platform_adapter.py
index 9265fff63..7d3702666 100644
--- a/astrbot/core/platform/sources/aiocqhttp/aiocqhttp_platform_adapter.py
+++ b/astrbot/core/platform/sources/aiocqhttp/aiocqhttp_platform_adapter.py
@@ -321,7 +321,9 @@ class AiocqhttpAdapter(Platform):
                                     user_id=int(m["data"]["qq"]),
                                     no_cache=False,
                                 )
-                                nickname = at_info.get("nick", "") or at_info.get("nickname", "")
+                                nickname = at_info.get("nick", "") or at_info.get(
+                                    "nickname", ""
+                                )
                             is_at_self = str(m["data"]["qq"]) in {abm.self_id, "all"}
 
                             abm.message.append(
diff --git a/astrbot/core/platform/sources/dingtalk/dingtalk_event.py b/astrbot/core/platform/sources/dingtalk/dingtalk_event.py
index bded9bfd0..1e6ddd49f 100644
--- a/astrbot/core/platform/sources/dingtalk/dingtalk_event.py
+++ b/astrbot/core/platform/sources/dingtalk/dingtalk_event.py
@@ -54,9 +54,9 @@ class DingtalkMessageEvent(AstrMessageEvent):
                     logger.debug(f"send image: {ret}")
 
                 except Exception as e:
-                    logger.error(f"钉钉图片处理失败: {e}")
-                    logger.warning(f"跳过图片发送: {image_path}")
+                    logger.warning(f"钉钉图片处理失败: {e}, 跳过图片发送")
                     continue
+
     async def send(self, message: MessageChain):
         await self.send_with_client(self.client, message)
         await super().send(message)
diff --git a/astrbot/core/platform/sources/discord/client.py b/astrbot/core/platform/sources/discord/client.py
index 2e3fd89b3..78894491f 100644
--- a/astrbot/core/platform/sources/discord/client.py
+++ b/astrbot/core/platform/sources/discord/client.py
@@ -41,7 +41,8 @@ class DiscordBotClient(discord.Bot):
                 await self.on_ready_once_callback()
             except Exception as e:
                 logger.error(
-                    f"[Discord] on_ready_once_callback 执行失败: {e}", exc_info=True)
+                    f"[Discord] on_ready_once_callback 执行失败: {e}", exc_info=True
+                )
 
     def _create_message_data(self, message: discord.Message) -> dict:
         """从 discord.Message 创建数据字典"""
@@ -90,7 +91,6 @@ class DiscordBotClient(discord.Bot):
             message_data = self._create_message_data(message)
             await self.on_message_received(message_data)
 
-
     def _extract_interaction_content(self, interaction: discord.Interaction) -> str:
         """从交互中提取内容"""
         interaction_type = interaction.type
diff --git a/astrbot/core/platform/sources/discord/components.py b/astrbot/core/platform/sources/discord/components.py
index dbeda38ad..07e712161 100644
--- a/astrbot/core/platform/sources/discord/components.py
+++ b/astrbot/core/platform/sources/discord/components.py
@@ -79,9 +79,12 @@ class DiscordButton(BaseMessageComponent):
         self.url = url
         self.disabled = disabled
 
+
 class DiscordReference(BaseMessageComponent):
     """Discord引用组件"""
+
     type: str = "discord_reference"
+
     def __init__(self, message_id: str, channel_id: str):
         self.message_id = message_id
         self.channel_id = channel_id
@@ -98,7 +101,6 @@ class DiscordView(BaseMessageComponent):
         self.components = components or []
         self.timeout = timeout
 
-
     def to_discord_view(self) -> discord.ui.View:
         """转换为Discord View对象"""
         view = discord.ui.View(timeout=self.timeout)
diff --git a/astrbot/core/platform/sources/discord/discord_platform_event.py b/astrbot/core/platform/sources/discord/discord_platform_event.py
index e61a12fcc..2c8d055fc 100644
--- a/astrbot/core/platform/sources/discord/discord_platform_event.py
+++ b/astrbot/core/platform/sources/discord/discord_platform_event.py
@@ -53,7 +53,13 @@ class DiscordPlatformEvent(AstrMessageEvent):
 
         # 解析消息链为 Discord 所需的对象
         try:
-            content, files, view, embeds, reference_message_id = await self._parse_to_discord(message)
+            (
+                content,
+                files,
+                view,
+                embeds,
+                reference_message_id,
+            ) = await self._parse_to_discord(message)
         except Exception as e:
             logger.error(f"[Discord] 解析消息链时失败: {e}", exc_info=True)
             return
@@ -206,8 +212,7 @@ class DiscordPlatformEvent(AstrMessageEvent):
                         if await asyncio.to_thread(path.exists):
                             file_bytes = await asyncio.to_thread(path.read_bytes)
                             files.append(
-                                discord.File(BytesIO(file_bytes),
-                                             filename=i.name)
+                                discord.File(BytesIO(file_bytes), filename=i.name)
                             )
                         else:
                             logger.warning(
diff --git a/astrbot/core/platform/sources/qqofficial/qqofficial_message_event.py b/astrbot/core/platform/sources/qqofficial/qqofficial_message_event.py
index f6284542c..2096237ce 100644
--- a/astrbot/core/platform/sources/qqofficial/qqofficial_message_event.py
+++ b/astrbot/core/platform/sources/qqofficial/qqofficial_message_event.py
@@ -94,10 +94,15 @@ class QQOfficialMessageEvent(AstrMessageEvent):
             plain_text,
             image_base64,
             image_path,
-            record_file_path
+            record_file_path,
         ) = await QQOfficialMessageEvent._parse_to_qqofficial(self.send_buffer)
 
-        if not plain_text and not image_base64 and not image_path and not record_file_path:
+        if (
+            not plain_text
+            and not image_base64
+            and not image_path
+            and not record_file_path
+        ):
             return
 
         payload = {
@@ -118,7 +123,7 @@ class QQOfficialMessageEvent(AstrMessageEvent):
                     )
                     payload["media"] = media
                     payload["msg_type"] = 7
-                if record_file_path: # group record msg
+                if record_file_path:  # group record msg
                     media = await self.upload_group_and_c2c_record(
                         record_file_path, 3, group_openid=source.group_openid
                     )
@@ -134,9 +139,9 @@ class QQOfficialMessageEvent(AstrMessageEvent):
                     )
                     payload["media"] = media
                     payload["msg_type"] = 7
-                if record_file_path: # c2c record
+                if record_file_path:  # c2c record
                     media = await self.upload_group_and_c2c_record(
-                        record_file_path, 3, openid = source.author.user_openid
+                        record_file_path, 3, openid=source.author.user_openid
                     )
                     payload["media"] = media
                     payload["msg_type"] = 7
@@ -190,58 +195,55 @@ class QQOfficialMessageEvent(AstrMessageEvent):
             return await self.bot.api._http.request(route, json=payload)
 
     async def upload_group_and_c2c_record(
-        self, 
-        file_source: str, 
-        file_type: int, 
-        srv_send_msg: bool = False,
-        **kwargs
+        self, file_source: str, file_type: int, srv_send_msg: bool = False, **kwargs
     ) -> Optional[Media]:
         """
         上传媒体文件
         """
         # 构建基础payload
-        payload = {
-            "file_type": file_type,
-            "srv_send_msg": srv_send_msg
-        }
-        
+        payload = {"file_type": file_type, "srv_send_msg": srv_send_msg}
+
         # 处理文件数据
         if os.path.exists(file_source):
             # 读取本地文件
-            async with aiofiles.open(file_source, 'rb') as f:
+            async with aiofiles.open(file_source, "rb") as f:
                 file_content = await f.read()
                 # use base64 encode
-                payload["file_data"] = base64.b64encode(file_content).decode('utf-8')
+                payload["file_data"] = base64.b64encode(file_content).decode("utf-8")
         else:
             # 使用URL
             payload["url"] = file_source
-        
+
         # 添加接收者信息和确定路由
         if "openid" in kwargs:
             payload["openid"] = kwargs["openid"]
             route = Route("POST", "/v2/users/{openid}/files", openid=kwargs["openid"])
         elif "group_openid" in kwargs:
-            payload["group_openid"] =kwargs["group_openid"]
-            route = Route("POST", "/v2/groups/{group_openid}/files", group_openid=kwargs["group_openid"])
+            payload["group_openid"] = kwargs["group_openid"]
+            route = Route(
+                "POST",
+                "/v2/groups/{group_openid}/files",
+                group_openid=kwargs["group_openid"],
+            )
         else:
             return None
-        
+
         try:
             # 使用底层HTTP请求
             result = await self.bot.api._http.request(route, json=payload)
-            
+
             if result:
                 return Media(
                     file_uuid=result.get("file_uuid"),
                     file_info=result.get("file_info"),
                     ttl=result.get("ttl", 0),
-                    file_id=result.get("id", "")
+                    file_id=result.get("id", ""),
                 )
         except Exception as e:
             logger.error(f"上传请求错误: {e}")
-        
+
         return None
-    
+
     async def post_c2c_message(
         self,
         openid: str,
@@ -286,19 +288,23 @@ class QQOfficialMessageEvent(AstrMessageEvent):
                 image_base64 = image_base64.removeprefix("base64://")
             elif isinstance(i, Record):
                 if i.file:
-                    record_wav_path = await i.convert_to_file_path() # wav 路径
+                    record_wav_path = await i.convert_to_file_path()  # wav 路径
                     temp_dir = os.path.join(get_astrbot_data_path(), "temp")
-                    record_tecent_silk_path = os.path.join(temp_dir, f"{uuid.uuid4()}.silk")
+                    record_tecent_silk_path = os.path.join(
+                        temp_dir, f"{uuid.uuid4()}.silk"
+                    )
                     try:
-                        duration = await wav_to_tencent_silk(record_wav_path, record_tecent_silk_path)
+                        duration = await wav_to_tencent_silk(
+                            record_wav_path, record_tecent_silk_path
+                        )
                         if duration > 0:
                             record_file_path = record_tecent_silk_path
                         else:
-                            record_file_path = None                                 
+                            record_file_path = None
                             logger.error("转换音频格式时出错：音频时长不大于0")
                     except Exception as e:
                         logger.error(f"处理语音时出错: {e}")
-                        record_file_path = None                                     
+                        record_file_path = None
             else:
                 logger.debug(f"qq_official 忽略 {i.type}")
         return plain_text, image_base64, image_file_path, record_file_path
diff --git a/astrbot/core/platform/sources/slack/slack_adapter.py b/astrbot/core/platform/sources/slack/slack_adapter.py
index 07dc1011b..7e75f3c20 100644
--- a/astrbot/core/platform/sources/slack/slack_adapter.py
+++ b/astrbot/core/platform/sources/slack/slack_adapter.py
@@ -308,7 +308,9 @@ class SlackAdapter(Platform):
                     base64_content = base64.b64encode(content).decode("utf-8")
                     return base64_content
                 else:
-                    logger.error(f"Failed to download slack file: {resp.status} {await resp.text()}")
+                    logger.error(
+                        f"Failed to download slack file: {resp.status} {await resp.text()}"
+                    )
                     raise Exception(f"下载文件失败: {resp.status}")
 
     async def run(self) -> Awaitable[Any]:
diff --git a/astrbot/core/platform/sources/slack/slack_event.py b/astrbot/core/platform/sources/slack/slack_event.py
index 9acd61c85..86f9f9764 100644
--- a/astrbot/core/platform/sources/slack/slack_event.py
+++ b/astrbot/core/platform/sources/slack/slack_event.py
@@ -75,7 +75,13 @@ class SlackMessageEvent(AstrMessageEvent):
                     "text": {"type": "mrkdwn", "text": "文件上传失败"},
                 }
             file_url = response["files"][0]["permalink"]
-            return {"type": "section", "text": {"type": "mrkdwn", "text": f"文件: <{file_url}|{segment.name or '文件'}>"}}
+            return {
+                "type": "section",
+                "text": {
+                    "type": "mrkdwn",
+                    "text": f"文件: <{file_url}|{segment.name or '文件'}>",
+                },
+            }
         else:
             return {"type": "section", "text": {"type": "mrkdwn", "text": str(segment)}}
 
diff --git a/astrbot/core/platform/sources/telegram/tg_event.py b/astrbot/core/platform/sources/telegram/tg_event.py
index 5b3a1d916..62e1998f7 100644
--- a/astrbot/core/platform/sources/telegram/tg_event.py
+++ b/astrbot/core/platform/sources/telegram/tg_event.py
@@ -66,7 +66,9 @@ class TelegramPlatformEvent(AstrMessageEvent):
         return chunks
 
     @classmethod
-    async def send_with_client(cls, client: ExtBot, message: MessageChain, user_name: str):
+    async def send_with_client(
+        cls, client: ExtBot, message: MessageChain, user_name: str
+    ):
         image_path = None
 
         has_reply = False
diff --git a/astrbot/core/platform/sources/webchat/webchat_queue_mgr.py b/astrbot/core/platform/sources/webchat/webchat_queue_mgr.py
index 96e172212..6c365cb3a 100644
--- a/astrbot/core/platform/sources/webchat/webchat_queue_mgr.py
+++ b/astrbot/core/platform/sources/webchat/webchat_queue_mgr.py
@@ -1,5 +1,6 @@
 import asyncio
 
+
 class WebChatQueueMgr:
     def __init__(self) -> None:
         self.queues = {}
@@ -30,4 +31,5 @@ class WebChatQueueMgr:
         """Check if a queue exists for the given conversation ID"""
         return conversation_id in self.queues
 
+
 webchat_queue_mgr = WebChatQueueMgr()
diff --git a/astrbot/core/platform/sources/wechatpadpro/wechatpadpro_adapter.py b/astrbot/core/platform/sources/wechatpadpro/wechatpadpro_adapter.py
index 7d5984416..6b835ecb5 100644
--- a/astrbot/core/platform/sources/wechatpadpro/wechatpadpro_adapter.py
+++ b/astrbot/core/platform/sources/wechatpadpro/wechatpadpro_adapter.py
@@ -213,10 +213,10 @@ class WeChatPadProAdapter(Platform):
     def _extract_auth_key(self, data):
         """Helper method to extract auth_key from response data."""
         if isinstance(data, dict):
-            auth_keys = data.get("authKeys") # 新接口
+            auth_keys = data.get("authKeys")  # 新接口
             if isinstance(auth_keys, list) and auth_keys:
                 return auth_keys[0]
-        elif isinstance(data, list) and data: # 旧接口
+        elif isinstance(data, list) and data:  # 旧接口
             return data[0]
         return None
 
@@ -234,7 +234,9 @@ class WeChatPadProAdapter(Platform):
             try:
                 async with session.post(url, params=params, json=payload) as response:
                     if response.status != 200:
-                        logger.error(f"生成授权码失败: {response.status}, {await response.text()}")
+                        logger.error(
+                            f"生成授权码失败: {response.status}, {await response.text()}"
+                        )
                         return
 
                     response_data = await response.json()
@@ -245,7 +247,9 @@ class WeChatPadProAdapter(Platform):
                         if self.auth_key:
                             logger.info("成功获取授权码")
                         else:
-                            logger.error(f"生成授权码成功但未找到授权码: {response_data}")
+                            logger.error(
+                                f"生成授权码成功但未找到授权码: {response_data}"
+                            )
                     else:
                         logger.error(f"生成授权码失败: {response_data}")
             except aiohttp.ClientConnectorError as e:
diff --git a/astrbot/core/platform/sources/wecom/wecom_kf.py b/astrbot/core/platform/sources/wecom/wecom_kf.py
index 316f6da33..118667975 100644
--- a/astrbot/core/platform/sources/wecom/wecom_kf.py
+++ b/astrbot/core/platform/sources/wecom/wecom_kf.py
@@ -48,7 +48,12 @@ class WeChatKF(BaseWeChatAPI):
         注意：可能会出现返回条数少于limit的情况，需结合返回的has_more字段判断是否继续请求。
         :return: 接口调用结果
         """
-        data = {"token": token, "cursor": cursor, "limit": limit, "open_kfid": open_kfid}
+        data = {
+            "token": token,
+            "cursor": cursor,
+            "limit": limit,
+            "open_kfid": open_kfid,
+        }
         return self._post("kf/sync_msg", data=data)
 
     def get_service_state(self, open_kfid, external_userid):
@@ -72,7 +77,9 @@ class WeChatKF(BaseWeChatAPI):
         }
         return self._post("kf/service_state/get", data=data)
 
-    def trans_service_state(self, open_kfid, external_userid, service_state, servicer_userid=""):
+    def trans_service_state(
+        self, open_kfid, external_userid, service_state, servicer_userid=""
+    ):
         """
         变更会话状态
 
@@ -180,7 +187,9 @@ class WeChatKF(BaseWeChatAPI):
         """
         return self._get("kf/customer/get_upgrade_service_config")
 
-    def upgrade_service(self, open_kfid, external_userid, service_type, member=None, groupchat=None):
+    def upgrade_service(
+        self, open_kfid, external_userid, service_type, member=None, groupchat=None
+    ):
         """
         为客户升级为专员或客户群服务
 
@@ -246,7 +255,9 @@ class WeChatKF(BaseWeChatAPI):
         data = {"open_kfid": open_kfid, "start_time": start_time, "end_time": end_time}
         return self._post("kf/get_corp_statistic", data=data)
 
-    def get_servicer_statistic(self, start_time, end_time, open_kfid=None, servicer_userid=None):
+    def get_servicer_statistic(
+        self, start_time, end_time, open_kfid=None, servicer_userid=None
+    ):
         """
         获取「客户数据统计」接待人员明细数据
 
diff --git a/astrbot/core/platform/sources/wecom/wecom_kf_message.py b/astrbot/core/platform/sources/wecom/wecom_kf_message.py
index 493d0405c..42fc20d65 100644
--- a/astrbot/core/platform/sources/wecom/wecom_kf_message.py
+++ b/astrbot/core/platform/sources/wecom/wecom_kf_message.py
@@ -26,6 +26,7 @@ from optionaldict import optionaldict
 
 from wechatpy.client.api.base import BaseWeChatAPI
 
+
 class WeChatKFMessage(BaseWeChatAPI):
     """
     发送微信客服消息
@@ -125,35 +126,55 @@ class WeChatKFMessage(BaseWeChatAPI):
             msg={"msgtype": "news", "link": {"link": articles_data}},
         )
 
-    def send_msgmenu(self, user_id, open_kfid, head_content, menu_list, tail_content, msgid=""):
+    def send_msgmenu(
+        self, user_id, open_kfid, head_content, menu_list, tail_content, msgid=""
+    ):
         return self.send(
             user_id,
             open_kfid,
             msgid,
             msg={
                 "msgtype": "msgmenu",
-                "msgmenu": {"head_content": head_content, "list": menu_list, "tail_content": tail_content},
+                "msgmenu": {
+                    "head_content": head_content,
+                    "list": menu_list,
+                    "tail_content": tail_content,
+                },
             },
         )
 
-    def send_location(self, user_id, open_kfid, name, address, latitude, longitude, msgid=""):
+    def send_location(
+        self, user_id, open_kfid, name, address, latitude, longitude, msgid=""
+    ):
         return self.send(
             user_id,
             open_kfid,
             msgid,
             msg={
                 "msgtype": "location",
-                "msgmenu": {"name": name, "address": address, "latitude": latitude, "longitude": longitude},
+                "msgmenu": {
+                    "name": name,
+                    "address": address,
+                    "latitude": latitude,
+                    "longitude": longitude,
+                },
             },
         )
 
-    def send_miniprogram(self, user_id, open_kfid, appid, title, thumb_media_id, pagepath, msgid=""):
+    def send_miniprogram(
+        self, user_id, open_kfid, appid, title, thumb_media_id, pagepath, msgid=""
+    ):
         return self.send(
             user_id,
             open_kfid,
             msgid,
             msg={
                 "msgtype": "miniprogram",
-                "msgmenu": {"appid": appid, "title": title, "thumb_media_id": thumb_media_id, "pagepath": pagepath},
+                "msgmenu": {
+                    "appid": appid,
+                    "title": title,
+                    "thumb_media_id": thumb_media_id,
+                    "pagepath": pagepath,
+                },
             },
         )
diff --git a/astrbot/core/platform/sources/weixin_official_account/weixin_offacc_adapter.py b/astrbot/core/platform/sources/weixin_official_account/weixin_offacc_adapter.py
index 04186ff9d..9ea1e5332 100644
--- a/astrbot/core/platform/sources/weixin_official_account/weixin_offacc_adapter.py
+++ b/astrbot/core/platform/sources/weixin_official_account/weixin_offacc_adapter.py
@@ -160,7 +160,9 @@ class WeixinOfficialAccountPlatformAdapter(Platform):
                         self.wexin_event_workers[msg.id] = future
                         await self.convert_message(msg, future)
                     # I love shield so much!
-                    result = await asyncio.wait_for(asyncio.shield(future), 60)  # wait for 60s
+                    result = await asyncio.wait_for(
+                        asyncio.shield(future), 60
+                    )  # wait for 60s
                     logger.debug(f"Got future result: {result}")
                     self.wexin_event_workers.pop(msg.id, None)
                     return result  # xml. see weixin_offacc_event.py
diff --git a/astrbot/core/platform/sources/weixin_official_account/weixin_offacc_event.py b/astrbot/core/platform/sources/weixin_official_account/weixin_offacc_event.py
index 102812705..4077cc1ab 100644
--- a/astrbot/core/platform/sources/weixin_official_account/weixin_offacc_event.py
+++ b/astrbot/core/platform/sources/weixin_official_account/weixin_offacc_event.py
@@ -150,7 +150,6 @@ class WeixinOfficialAccountPlatformEvent(AstrMessageEvent):
                         return
                     logger.info(f"微信公众平台上传语音返回: {response}")
 
-
                     if active_send_mode:
                         self.client.message.send_voice(
                             message_obj.sender.user_id,
diff --git a/astrbot/core/provider/entities.py b/astrbot/core/provider/entities.py
index aac03e7a8..8ece29a2b 100644
--- a/astrbot/core/provider/entities.py
+++ b/astrbot/core/provider/entities.py
@@ -297,6 +297,7 @@ class LLMResponse:
             )
         return ret
 
+
 @dataclass
 class RerankResult:
     index: int
diff --git a/astrbot/core/provider/manager.py b/astrbot/core/provider/manager.py
index 19f62edfa..bbf526d4e 100644
--- a/astrbot/core/provider/manager.py
+++ b/astrbot/core/provider/manager.py
@@ -366,7 +366,10 @@ class ProviderManager:
                 if not self.curr_provider_inst:
                     self.curr_provider_inst = inst
 
-            elif provider_metadata.provider_type in [ProviderType.EMBEDDING, ProviderType.RERANK]:
+            elif provider_metadata.provider_type in [
+                ProviderType.EMBEDDING,
+                ProviderType.RERANK,
+            ]:
                 inst = provider_metadata.cls_type(
                     provider_config, self.provider_settings
                 )
diff --git a/astrbot/core/provider/sources/fishaudio_tts_api_source.py b/astrbot/core/provider/sources/fishaudio_tts_api_source.py
index 893f27463..49c78239e 100644
--- a/astrbot/core/provider/sources/fishaudio_tts_api_source.py
+++ b/astrbot/core/provider/sources/fishaudio_tts_api_source.py
@@ -98,7 +98,7 @@ class ProviderFishAudioTTSAPI(TTSProvider):
 
         # FishAudio的reference_id通常是32位十六进制字符串
         # 例如: 626bb6d3f3364c9cbc3aa6a67300a664
-        pattern = r'^[a-fA-F0-9]{32}$'
+        pattern = r"^[a-fA-F0-9]{32}$"
         return bool(re.match(pattern, reference_id.strip()))
 
     async def _generate_request(self, text: str) -> dict:
diff --git a/astrbot/core/star/filter/command.py b/astrbot/core/star/filter/command.py
index 9db43896c..e5400a757 100755
--- a/astrbot/core/star/filter/command.py
+++ b/astrbot/core/star/filter/command.py
@@ -7,6 +7,7 @@ from astrbot.core.config import AstrBotConfig
 from .custom_filter import CustomFilter
 from ..star_handler import StarHandlerMetadata
 
+
 class GreedyStr(str):
     """标记指令完成其他参数接收后的所有剩余文本。"""
 
@@ -159,7 +160,7 @@ class CommandFilter(HandlerFilter):
                     break
                 elif message_str.startswith(_full):
                     # 命令名后面无论是空格还是直接连参数都可以
-                    message_str = message_str[len(_full):].lstrip()
+                    message_str = message_str[len(_full) :].lstrip()
                     ok = True
                     break
 
diff --git a/astrbot/core/star/filter/command_group.py b/astrbot/core/star/filter/command_group.py
index 67d253636..88d8ae64d 100755
--- a/astrbot/core/star/filter/command_group.py
+++ b/astrbot/core/star/filter/command_group.py
@@ -113,8 +113,7 @@ class CommandGroupFilter(HandlerFilter):
                 + self.print_cmd_tree(self.sub_command_filters, event=event, cfg=cfg)
             )
             raise ValueError(
-                f"参数不足。{self.group_name} 指令组下有如下指令，请参考：\n"
-                + tree
+                f"参数不足。{self.group_name} 指令组下有如下指令，请参考：\n" + tree
             )
 
         # complete_command_names = [name + " " for name in complete_command_names]
diff --git a/astrbot/core/star/session_plugin_manager.py b/astrbot/core/star/session_plugin_manager.py
index 5c7303e8d..d1fdf77c8 100644
--- a/astrbot/core/star/session_plugin_manager.py
+++ b/astrbot/core/star/session_plugin_manager.py
@@ -84,7 +84,10 @@ class SessionPluginManager:
         session_config["disabled_plugins"] = disabled_plugins
         session_plugin_config[session_id] = session_config
         sp.put(
-            "session_plugin_config", session_plugin_config, scope="umo", scope_id=session_id
+            "session_plugin_config",
+            session_plugin_config,
+            scope="umo",
+            scope_id=session_id,
         )
 
         logger.info(
diff --git a/astrbot/core/star/star_manager.py b/astrbot/core/star/star_manager.py
index 5fb1b1dfa..91e7ef0d7 100644
--- a/astrbot/core/star/star_manager.py
+++ b/astrbot/core/star/star_manager.py
@@ -791,11 +791,11 @@ class PluginManager:
         if star_metadata.star_cls is None:
             return
 
-        if '__del__' in star_metadata.star_cls_type.__dict__:
+        if "__del__" in star_metadata.star_cls_type.__dict__:
             asyncio.get_event_loop().run_in_executor(
                 None, star_metadata.star_cls.__del__
             )
-        elif 'terminate' in star_metadata.star_cls_type.__dict__:
+        elif "terminate" in star_metadata.star_cls_type.__dict__:
             await star_metadata.star_cls.terminate()
 
     async def turn_on_plugin(self, plugin_name: str):
diff --git a/astrbot/core/star/star_tools.py b/astrbot/core/star/star_tools.py
index 42ed168ff..14bd1ac9b 100644
--- a/astrbot/core/star/star_tools.py
+++ b/astrbot/core/star/star_tools.py
@@ -30,8 +30,13 @@ from astrbot.core.platform.astr_message_event import MessageSesion
 from astrbot.core.star.context import Context
 from astrbot.core.star.star import star_map
 from astrbot.core.utils.astrbot_path import get_astrbot_data_path
-from astrbot.core.platform.sources.aiocqhttp.aiocqhttp_message_event import AiocqhttpMessageEvent
-from astrbot.core.platform.sources.aiocqhttp.aiocqhttp_platform_adapter import AiocqhttpAdapter
+from astrbot.core.platform.sources.aiocqhttp.aiocqhttp_message_event import (
+    AiocqhttpMessageEvent,
+)
+from astrbot.core.platform.sources.aiocqhttp.aiocqhttp_platform_adapter import (
+    AiocqhttpAdapter,
+)
+
 
 class StarTools:
     """
@@ -77,7 +82,11 @@ class StarTools:
 
     @classmethod
     async def send_message_by_id(
-        cls, type: str, id: str, message_chain: MessageChain, platform: str = "aiocqhttp"
+        cls,
+        type: str,
+        id: str,
+        message_chain: MessageChain,
+        platform: str = "aiocqhttp",
     ):
         """
         根据 id(例如qq号, 群号等) 直接, 主动地发送消息
@@ -92,7 +101,9 @@ class StarTools:
             raise ValueError("StarTools not initialized")
         platforms = cls._context.platform_manager.get_insts()
         if platform == "aiocqhttp":
-            adapter = next((p for p in platforms if isinstance(p, AiocqhttpAdapter)), None)
+            adapter = next(
+                (p for p in platforms if isinstance(p, AiocqhttpAdapter)), None
+            )
             if adapter is None:
                 raise ValueError("未找到适配器: AiocqhttpAdapter")
             await AiocqhttpMessageEvent.send_message(
@@ -115,7 +126,7 @@ class StarTools:
         message_str: str,
         message_id: str = "",
         raw_message: object = None,
-        group_id: str = ""
+        group_id: str = "",
     ) -> AstrBotMessage:
         """
         创建一个AstrBot消息对象
@@ -152,7 +163,6 @@ class StarTools:
     @classmethod
     async def create_event(
         cls, abm: AstrBotMessage, platform: str = "aiocqhttp", is_wake: bool = True
-
     ) -> None:
         """
         创建并提交事件到指定平台
@@ -167,7 +177,9 @@ class StarTools:
             raise ValueError("StarTools not initialized")
         platforms = cls._context.platform_manager.get_insts()
         if platform == "aiocqhttp":
-            adapter = next((p for p in platforms if isinstance(p, AiocqhttpAdapter)), None)
+            adapter = next(
+                (p for p in platforms if isinstance(p, AiocqhttpAdapter)), None
+            )
             if adapter is None:
                 raise ValueError("未找到适配器: AiocqhttpAdapter")
             event = AiocqhttpMessageEvent(
@@ -277,7 +289,9 @@ class StarTools:
         if not plugin_name:
             raise ValueError("无法获取插件名称")
 
-        data_dir = Path(os.path.join(get_astrbot_data_path(), "plugin_data", plugin_name))
+        data_dir = Path(
+            os.path.join(get_astrbot_data_path(), "plugin_data", plugin_name)
+        )
 
         try:
             data_dir.mkdir(parents=True, exist_ok=True)
diff --git a/astrbot/dashboard/routes/config.py b/astrbot/dashboard/routes/config.py
index 23daeab6b..0983cf8d5 100644
--- a/astrbot/dashboard/routes/config.py
+++ b/astrbot/dashboard/routes/config.py
@@ -1,7 +1,6 @@
 import typing
 import traceback
 import os
-import copy
 from .route import Route, Response, RouteContext
 from astrbot.core.provider.entities import ProviderType
 from quart import request
diff --git a/astrbot/dashboard/routes/log.py b/astrbot/dashboard/routes/log.py
index 5ae98cc21..e47f9d77c 100644
--- a/astrbot/dashboard/routes/log.py
+++ b/astrbot/dashboard/routes/log.py
@@ -10,7 +10,9 @@ class LogRoute(Route):
         super().__init__(context)
         self.log_broker = log_broker
         self.app.add_url_rule("/api/live-log", view_func=self.log, methods=["GET"])
-        self.app.add_url_rule("/api/log-history", view_func=self.log_history, methods=["GET"])
+        self.app.add_url_rule(
+            "/api/log-history", view_func=self.log_history, methods=["GET"]
+        )
 
     async def log(self):
         async def stream():
@@ -48,9 +50,15 @@ class LogRoute(Route):
         """获取日志历史"""
         try:
             logs = list(self.log_broker.log_cache)
-            return Response().ok(data={
-                "logs": logs,
-            }).__dict__
+            return (
+                Response()
+                .ok(
+                    data={
+                        "logs": logs,
+                    }
+                )
+                .__dict__
+            )
         except BaseException as e:
             logger.error(f"获取日志历史失败: {e}")
             return Response().error(f"获取日志历史失败: {e}").__dict__
diff --git a/astrbot/dashboard/routes/route.py b/astrbot/dashboard/routes/route.py
index de3ba7c90..ec455ce3d 100644
--- a/astrbot/dashboard/routes/route.py
+++ b/astrbot/dashboard/routes/route.py
@@ -1,4 +1,3 @@
-from astrbot.core import logger
 from astrbot.core.config.astrbot_config import AstrBotConfig
 from dataclasses import dataclass
 from quart import Quart
diff --git a/astrbot/dashboard/routes/tools.py b/astrbot/dashboard/routes/tools.py
index 79a601b25..1f33136ed 100644
--- a/astrbot/dashboard/routes/tools.py
+++ b/astrbot/dashboard/routes/tools.py
@@ -1,6 +1,5 @@
 import traceback
 
-import aiohttp
 from quart import request
 
 from astrbot.core import logger
diff --git a/packages/astrbot/long_term_memory.py b/packages/astrbot/long_term_memory.py
index aca0c42cd..f1d13fa69 100644
--- a/packages/astrbot/long_term_memory.py
+++ b/packages/astrbot/long_term_memory.py
@@ -35,7 +35,9 @@ class LongTermMemory:
             else False
         )
         image_caption_prompt = cfg["provider_settings"]["image_caption_prompt"]
-        image_caption_provider_id = cfg["provider_settings"]["default_image_caption_provider_id"]
+        image_caption_provider_id = cfg["provider_settings"][
+            "default_image_caption_provider_id"
+        ]
         active_reply = cfg["provider_ltm_settings"]["active_reply"]
         enable_active_reply = active_reply.get("enable", False)
         ar_method = active_reply["method"]
diff --git a/packages/web_searcher/main.py b/packages/web_searcher/main.py
index 015d8e403..c9ce6908c 100644
--- a/packages/web_searcher/main.py
+++ b/packages/web_searcher/main.py
@@ -5,7 +5,7 @@ import astrbot.api.star as star
 import astrbot.api.event.filter as filter
 from astrbot.api.event import AstrMessageEvent, MessageEventResult
 from astrbot.api.provider import ProviderRequest
-from astrbot.api import llm_tool, agent, logger, AstrBotConfig
+from astrbot.api import llm_tool, logger, AstrBotConfig
 from astrbot.core.provider.func_tool_manager import FunctionToolManager
 from .engines import SearchResult
 from .engines.bing import Bing
@@ -35,7 +35,9 @@ class Main(star.Star):
         if provider_settings:
             tavily_key = provider_settings.get("websearch_tavily_key")
             if isinstance(tavily_key, str):
-                logger.info("检测到旧版 websearch_tavily_key (字符串格式)，自动迁移为列表格式并保存。")
+                logger.info(
+                    "检测到旧版 websearch_tavily_key (字符串格式)，自动迁移为列表格式并保存。"
+                )
                 if tavily_key:
                     provider_settings["websearch_tavily_key"] = [tavily_key]
                 else: