diff --git a/astrbot/__main__.py b/astrbot/__main__.py
index 5404ed11f..854d3901a 100644
--- a/astrbot/__main__.py
+++ b/astrbot/__main__.py
@@ -46,11 +46,6 @@ logo_tmpl = r"""
 def check_env() -> None:
     # Python version check: require 3.12 or 3.13
     if not (sys.version_info.major == 3 and sys.version_info.minor in (12, 13)):
-        print(
-            f"❌ Python 版本错误: 当前使用 Python {sys.version_info.major}.{sys.version_info.minor}\n"
-            "请使用 uv tool install -e . --force -p 3.12 重新安装",
-            file=sys.stderr,
-        )
         sys.exit(1)
 
     astrbot_root = get_astrbot_root()
diff --git a/astrbot/cli/commands/cmd_run.py b/astrbot/cli/commands/cmd_run.py
index b4d9e1632..f0180396b 100644
--- a/astrbot/cli/commands/cmd_run.py
+++ b/astrbot/cli/commands/cmd_run.py
@@ -59,11 +59,6 @@ from astrbot.runtime_bootstrap import initialize_runtime_bootstrap
 
 # Python version check: require 3.12 or 3.13
 if not (sys.version_info.major == 3 and sys.version_info.minor in (12, 13)):
-    print(
-        f"❌ Python 版本错误: 当前使用 Python {sys.version_info.major}.{sys.version_info.minor}\n"
-        "请使用 uv tool install -e . --force -p 3.12 重新安装",
-        file=sys.stderr,
-    )
     sys.exit(1)
 
 initialize_runtime_bootstrap()
diff --git a/astrbot/core/agent/context/compressor.py b/astrbot/core/agent/context/compressor.py
index bff40a4de..fa8fff925 100644
--- a/astrbot/core/agent/context/compressor.py
+++ b/astrbot/core/agent/context/compressor.py
@@ -212,7 +212,7 @@ class LLMSummaryCompressor:
 
         # build payload
         instruction_message = Message(role="user", content=self.instruction_text)
-        llm_payload = messages_to_summarize + [instruction_message]
+        llm_payload = [*messages_to_summarize, instruction_message]
 
         # generate summary
         try:
diff --git a/astrbot/core/agent/runners/coze/coze_api_client.py b/astrbot/core/agent/runners/coze/coze_api_client.py
index ce1de24d4..dbdb6d532 100644
--- a/astrbot/core/agent/runners/coze/coze_api_client.py
+++ b/astrbot/core/agent/runners/coze/coze_api_client.py
@@ -299,7 +299,6 @@ if __name__ == "__main__":
             async with await anyio.open_file("README.md", "rb") as f:
                 file_data = await f.read()
             file_id = await client.upload_file(file_data)
-            print(f"Uploaded file_id: {file_id}")
             async for event in client.chat_messages(
                 bot_id=bot_id,
                 user_id="test_user",
@@ -318,7 +317,7 @@ if __name__ == "__main__":
                 ],
                 stream=True,
             ):
-                print(f"Event: {event}")
+                pass
 
         finally:
             await client.close()
diff --git a/astrbot/core/agent/runners/deerflow/deerflow_api_client.py b/astrbot/core/agent/runners/deerflow/deerflow_api_client.py
index 37a23f243..e63eab3b2 100644
--- a/astrbot/core/agent/runners/deerflow/deerflow_api_client.py
+++ b/astrbot/core/agent/runners/deerflow/deerflow_api_client.py
@@ -4,6 +4,7 @@ from collections.abc import AsyncGenerator
 from typing import Any
 
 from aiohttp import ClientResponse, ClientSession, ClientTimeout
+from typing_extensions import Self
 
 from astrbot.core import logger
 
@@ -128,7 +129,7 @@ class DeerFlowAPIClient:
             self._session = ClientSession(trust_env=True)
         return self._session
 
-    async def __aenter__(self) -> "DeerFlowAPIClient":
+    async def __aenter__(self) -> Self:
         return self
 
     async def __aexit__(
diff --git a/astrbot/core/agent/tool_image_cache.py b/astrbot/core/agent/tool_image_cache.py
index 72e22dd52..f494beafb 100644
--- a/astrbot/core/agent/tool_image_cache.py
+++ b/astrbot/core/agent/tool_image_cache.py
@@ -9,6 +9,8 @@ import time
 from dataclasses import dataclass, field
 from typing import ClassVar
 
+from typing_extensions import Self
+
 from astrbot import logger
 from astrbot.core.utils.astrbot_path import get_astrbot_temp_path
 
@@ -40,7 +42,7 @@ class ToolImageCache:
     # Cache expiry time in seconds (1 hour)
     CACHE_EXPIRY: ClassVar[int] = 3600
 
-    def __new__(cls) -> "ToolImageCache":
+    def __new__(cls) -> Self:
         if cls._instance is None:
             cls._instance = super().__new__(cls)
             cls._instance._initialized = False
diff --git a/astrbot/core/astr_agent_tool_exec.py b/astrbot/core/astr_agent_tool_exec.py
index 3021a495e..e43b9447b 100644
--- a/astrbot/core/astr_agent_tool_exec.py
+++ b/astrbot/core/astr_agent_tool_exec.py
@@ -3,7 +3,8 @@ import inspect
 import json
 import traceback
 import uuid
-from collections.abc import AsyncGenerator, Awaitable, Callable, Sequence, Set
+from collections.abc import AsyncGenerator, Awaitable, Callable, Sequence
+from collections.abc import Set as AbstractSet
 from typing import Any
 
 import mcp
@@ -47,7 +48,7 @@ class FunctionToolExecutor(BaseFunctionToolExecutor[AstrAgentContext]):
         if isinstance(image_urls_raw, str):
             return [image_urls_raw]
 
-        if isinstance(image_urls_raw, (Sequence, Set)) and not isinstance(
+        if isinstance(image_urls_raw, (Sequence, AbstractSet)) and not isinstance(
             image_urls_raw, (str, bytes, bytearray)
         ):
             return [item for item in image_urls_raw if isinstance(item, str)]
diff --git a/astrbot/core/astr_main_agent_resources.py b/astrbot/core/astr_main_agent_resources.py
index 3ea3ba3a5..20a960e42 100644
--- a/astrbot/core/astr_main_agent_resources.py
+++ b/astrbot/core/astr_main_agent_resources.py
@@ -246,7 +246,7 @@ class SendMessageToUserTool(FunctionTool[AstrAgentContext]):
                     if path:
                         (
                             local_path,
-                            file_from_sandbox,
+                            _file_from_sandbox,
                         ) = await self._resolve_path_from_sandbox(context, path)
                         components.append(Comp.File(name=name, file=local_path))
                     elif url:
diff --git a/astrbot/core/db/migration/sqlite_v3.py b/astrbot/core/db/migration/sqlite_v3.py
index eb4b9f486..ba9abf990 100644
--- a/astrbot/core/db/migration/sqlite_v3.py
+++ b/astrbot/core/db/migration/sqlite_v3.py
@@ -467,7 +467,7 @@ class SQLiteDatabase:
                 ORDER BY updated_at DESC
                 LIMIT ? OFFSET ?
             """
-            query_params = params + [page_size, offset]
+            query_params = [*params, page_size, offset]
 
             # 获取分页数据
             c.execute(data_sql, query_params)
diff --git a/astrbot/core/platform/sources/dingtalk/dingtalk_adapter.py b/astrbot/core/platform/sources/dingtalk/dingtalk_adapter.py
index 4f9e5c58b..3ec1a6851 100644
--- a/astrbot/core/platform/sources/dingtalk/dingtalk_adapter.py
+++ b/astrbot/core/platform/sources/dingtalk/dingtalk_adapter.py
@@ -37,13 +37,6 @@ from .dingtalk_event import DingtalkMessageEvent
 
 class MyEventHandler(dingtalk_stream.EventHandler):
     async def process(self, event: dingtalk_stream.EventMessage):
-        print(
-            "2",
-            event.headers.event_type,
-            event.headers.event_id,
-            event.headers.event_born_time,
-            event.data,
-        )
         return AckMessage.STATUS_OK, "OK"
 
 
diff --git a/astrbot/core/platform/sources/misskey/misskey_adapter.py b/astrbot/core/platform/sources/misskey/misskey_adapter.py
index 0adc967e9..b482777e1 100644
--- a/astrbot/core/platform/sources/misskey/misskey_adapter.py
+++ b/astrbot/core/platform/sources/misskey/misskey_adapter.py
@@ -655,7 +655,7 @@ class MisskeyPlatformAdapter(Platform):
         raw_text = raw_data.get("text", "")
 
         if raw_text:
-            text_parts, processed_text = process_at_mention(
+            text_parts, _processed_text = process_at_mention(
                 message,
                 raw_text,
                 self._bot_username,
@@ -735,7 +735,7 @@ class MisskeyPlatformAdapter(Platform):
 
         if raw_text:
             if self._bot_username and f"@{self._bot_username}" in raw_text:
-                text_parts, processed_text = process_at_mention(
+                text_parts, _processed_text = process_at_mention(
                     message,
                     raw_text,
                     self._bot_username,
diff --git a/astrbot/core/platform/sources/qqofficial_webhook/qo_webhook_server.py b/astrbot/core/platform/sources/qqofficial_webhook/qo_webhook_server.py
index ced55b5da..5009c854b 100644
--- a/astrbot/core/platform/sources/qqofficial_webhook/qo_webhook_server.py
+++ b/astrbot/core/platform/sources/qqofficial_webhook/qo_webhook_server.py
@@ -107,7 +107,6 @@ class QQOfficialWebhook:
         if opcode == 13:
             # validation
             signed = await self.webhook_validation(cast(dict, data))
-            print(signed)
             return signed
 
         event_id = msg.get("id")
diff --git a/astrbot/core/platform/sources/wecom_ai_bot/WXBizJsonMsgCrypt.py b/astrbot/core/platform/sources/wecom_ai_bot/WXBizJsonMsgCrypt.py
index d4e7a063c..b48fecb48 100644
--- a/astrbot/core/platform/sources/wecom_ai_bot/WXBizJsonMsgCrypt.py
+++ b/astrbot/core/platform/sources/wecom_ai_bot/WXBizJsonMsgCrypt.py
@@ -58,8 +58,7 @@ class SHA1:
             sha.update("".join(sortlist).encode("utf-8"))
             return ierror.WXBizMsgCrypt_OK, sha.hexdigest()
 
-        except Exception as e:
-            print(e)
+        except Exception:
             return ierror.WXBizMsgCrypt_ComputeSignature_Error, None
 
 
@@ -82,8 +81,7 @@ class JsonParse:
         try:
             json_dict = json.loads(jsontext)
             return ierror.WXBizMsgCrypt_OK, json_dict["encrypt"]
-        except Exception as e:
-            print(e)
+        except Exception:
             return ierror.WXBizMsgCrypt_ParseJson_Error, None
 
     def generate(self, encrypt, signature, timestamp, nonce):
@@ -189,8 +187,7 @@ class Prpcrypt:
             cryptor = AES.new(self.key, self.mode, self.key[:16])
             # 使用BASE64对密文进行解码,然后AES-CBC解密
             plain_text = cryptor.decrypt(base64.b64decode(text))
-        except Exception as e:
-            print(e)
+        except Exception:
             return ierror.WXBizMsgCrypt_DecryptAES_Error, None
         try:
             pad = plain_text[-1]
@@ -202,11 +199,9 @@ class Prpcrypt:
             json_len = socket.ntohl(struct.unpack("I", content[:4])[0])
             json_content = content[4 : json_len + 4].decode("utf-8")
             from_receiveid = content[json_len + 4 :].decode("utf-8")
-        except Exception as e:
-            print(e)
+        except Exception:
             return ierror.WXBizMsgCrypt_IllegalBuffer, None
         if from_receiveid != receiveid:
-            print("receiveid not match", receiveid, from_receiveid)
             return ierror.WXBizMsgCrypt_ValidateCorpid_Error, None
         return 0, json_content
 
@@ -290,8 +285,6 @@ class WXBizJsonMsgCrypt:
         if ret != 0:
             return ret, None
         if not signature == sMsgSignature:
-            print("signature not match")
-            print(signature)
             return ierror.WXBizMsgCrypt_ValidateSignature_Error, None
         pc = Prpcrypt(self.key)
         ret, json_content = pc.decrypt(encrypt, self.m_sReceiveId)
diff --git a/astrbot/core/provider/manager.py b/astrbot/core/provider/manager.py
index 51a307185..87205e437 100644
--- a/astrbot/core/provider/manager.py
+++ b/astrbot/core/provider/manager.py
@@ -8,9 +8,9 @@ from typing import Protocol, runtime_checkable
 from astrbot.core import astrbot_config, logger, sp
 from astrbot.core.astrbot_config_mgr import AstrBotConfigManager
 from astrbot.core.db import BaseDatabase
+from astrbot.core.persona_mgr import PersonaManager
 from astrbot.core.utils.error_redaction import safe_error
 
-from ..persona_mgr import PersonaManager
 from .entities import ProviderType
 from .provider import (
     EmbeddingProvider,
diff --git a/astrbot/core/star/star_handler.py b/astrbot/core/star/star_handler.py
index 2265ba8b5..593159dc6 100644
--- a/astrbot/core/star/star_handler.py
+++ b/astrbot/core/star/star_handler.py
@@ -27,7 +27,7 @@ class StarHandlerRegistry(Generic[T]):
 
     def _print_handlers(self) -> None:
         for handler in self._handlers:
-            print(handler.handler_full_name)
+            pass
 
     @overload
     def get_handlers_by_event_type(