diff --git a/include/MaaFramework/MaaDef.h b/include/MaaFramework/MaaDef.h
index 64e65342d..effb8b22f 100644
--- a/include/MaaFramework/MaaDef.h
+++ b/include/MaaFramework/MaaDef.h
@@ -223,9 +223,9 @@ typedef struct MaaRect
 /*
  * See MaaMsg.h
  */
-typedef void (MAA_CALL *MaaNotificationCallback)(const char* message, const char* details_json, void* notify_trans_arg);
+typedef void(MAA_CALL* MaaNotificationCallback)(const char* message, const char* details_json, void* notify_trans_arg);
 
-typedef MaaBool (MAA_CALL *MaaCustomRecognitionCallback)(
+typedef MaaBool(MAA_CALL* MaaCustomRecognitionCallback)(
     MaaContext* context,
     MaaTaskId task_id,
     const char* current_task_name,
@@ -237,7 +237,7 @@ typedef MaaBool (MAA_CALL *MaaCustomRecognitionCallback)(
     /* out */ MaaRect* out_box,
     /* out */ MaaStringBuffer* out_detail);
 
-typedef MaaBool (MAA_CALL *MaaCustomActionCallback)(
+typedef MaaBool(MAA_CALL* MaaCustomActionCallback)(
     MaaContext* context,
     MaaTaskId task_id,
     const char* current_task_name,
diff --git a/include/MaaFramework/MaaMsg.h b/include/MaaFramework/MaaMsg.h
index d8aaf4866..10772bad6 100644
--- a/include/MaaFramework/MaaMsg.h
+++ b/include/MaaFramework/MaaMsg.h
@@ -94,7 +94,6 @@
 #define MaaMsg_Task_Recognition_Failed ("Task.Recognition.Failed")
 /// @}
 
-
 /**
  * @{
  * @brief Message for the task action.
diff --git a/include/MaaFramework/Utility/MaaUtility.h b/include/MaaFramework/Utility/MaaUtility.h
index 361e3c710..f32ea0c3b 100644
--- a/include/MaaFramework/Utility/MaaUtility.h
+++ b/include/MaaFramework/Utility/MaaUtility.h
@@ -24,7 +24,8 @@ extern "C"
     /**
      * @param[in] value
      */
-    MAA_FRAMEWORK_API MaaBool MaaSetGlobalOption(MaaGlobalOption key, MaaOptionValue value /**< byte array, int*, char*, bool* */, MaaOptionValueSize val_size);
+    MAA_FRAMEWORK_API MaaBool
+        MaaSetGlobalOption(MaaGlobalOption key, MaaOptionValue value /**< byte array, int*, char*, bool* */, MaaOptionValueSize val_size);
 
 #ifdef __cplusplus
 }
diff --git a/include/MaaToolkit/ProjectInterface/MaaToolkitProjectInterface.h b/include/MaaToolkit/ProjectInterface/MaaToolkitProjectInterface.h
index 5ed2b6e5c..0cb8528b7 100644
--- a/include/MaaToolkit/ProjectInterface/MaaToolkitProjectInterface.h
+++ b/include/MaaToolkit/ProjectInterface/MaaToolkitProjectInterface.h
@@ -9,12 +9,16 @@ extern "C"
 {
 #endif
 
+    MAA_TOOLKIT_API void MaaToolkitProjectInterfaceRegisterCustomRecognition(
+        uint64_t inst_id,
+        const char* name,
+        MaaCustomRecognitionCallback recognition,
+        void* trans_arg);
     MAA_TOOLKIT_API void
-        MaaToolkitProjectInterfaceRegisterCustomRecognition(uint64_t inst_id, const char* name, MaaCustomRecognitionCallback recognition, void* trans_arg);
-    MAA_TOOLKIT_API void MaaToolkitProjectInterfaceRegisterCustomAction(uint64_t inst_id, const char* name, MaaCustomActionCallback action, void* trans_arg);
+        MaaToolkitProjectInterfaceRegisterCustomAction(uint64_t inst_id, const char* name, MaaCustomActionCallback action, void* trans_arg);
 
     MAA_TOOLKIT_API MaaBool MaaToolkitProjectInterfaceRunCli(
-        uint64_t inst_id, 
+        uint64_t inst_id,
         const char* resource_path,
         const char* user_path,
         MaaBool directly,
diff --git a/source/MaaFramework/API/MaaController.cpp b/source/MaaFramework/API/MaaController.cpp
index fc28f3720..8be98df97 100644
--- a/source/MaaFramework/API/MaaController.cpp
+++ b/source/MaaFramework/API/MaaController.cpp
@@ -65,8 +65,11 @@ MaaController* MaaWin32ControllerCreate(
 #endif
 }
 
-MaaController*
-    MaaCustomControllerCreate(MaaCustomControllerCallbacks* controller, void* controller_arg, MaaNotificationCallback notify, void* notify_trans_arg)
+MaaController* MaaCustomControllerCreate(
+    MaaCustomControllerCallbacks* controller,
+    void* controller_arg,
+    MaaNotificationCallback notify,
+    void* notify_trans_arg)
 {
     LogFunc << VAR(controller) << VAR(controller_arg) << VAR_VOIDP(notify) << VAR_VOIDP(notify_trans_arg);
 
diff --git a/source/MaaFramework/Controller/CustomControllerAgent.cpp b/source/MaaFramework/Controller/CustomControllerAgent.cpp
index f1b4ac036..71ab8f85f 100644
--- a/source/MaaFramework/Controller/CustomControllerAgent.cpp
+++ b/source/MaaFramework/Controller/CustomControllerAgent.cpp
@@ -17,9 +17,10 @@ CustomControllerAgent::CustomControllerAgent(
     , controller_(controller)
     , controller_arg_(controller_arg)
 {
-    LogDebug << VAR_VOIDP(controller_) << VAR_VOIDP(controller_arg_) << VAR_VOIDP(controller->connect) << VAR_VOIDP(controller->request_uuid)
-             << VAR_VOIDP(controller->start_app) << VAR_VOIDP(controller->stop_app) << VAR_VOIDP(controller->screencap) << VAR_VOIDP(controller->click)
-             << VAR_VOIDP(controller->swipe) << VAR_VOIDP(controller->touch_down) << VAR_VOIDP(controller->touch_move) << VAR_VOIDP(controller->touch_up)
+    LogDebug << VAR_VOIDP(controller_) << VAR_VOIDP(controller_arg_) << VAR_VOIDP(controller->connect)
+             << VAR_VOIDP(controller->request_uuid) << VAR_VOIDP(controller->start_app) << VAR_VOIDP(controller->stop_app)
+             << VAR_VOIDP(controller->screencap) << VAR_VOIDP(controller->click) << VAR_VOIDP(controller->swipe)
+             << VAR_VOIDP(controller->touch_down) << VAR_VOIDP(controller->touch_move) << VAR_VOIDP(controller->touch_up)
              << VAR_VOIDP(controller->press_key) << VAR_VOIDP(controller->input_text);
 }
 
diff --git a/source/MaaFramework/Controller/CustomControllerAgent.h b/source/MaaFramework/Controller/CustomControllerAgent.h
index c79b13a36..5d49b5a7a 100644
--- a/source/MaaFramework/Controller/CustomControllerAgent.h
+++ b/source/MaaFramework/Controller/CustomControllerAgent.h
@@ -8,7 +8,11 @@ MAA_CTRL_NS_BEGIN
 class CustomControllerAgent : public ControllerAgent
 {
 public:
-    CustomControllerAgent(MaaCustomControllerCallbacks* controller, void* controller_arg, MaaNotificationCallback notify, void* notify_trans_arg);
+    CustomControllerAgent(
+        MaaCustomControllerCallbacks* controller,
+        void* controller_arg,
+        MaaNotificationCallback notify,
+        void* notify_trans_arg);
     virtual ~CustomControllerAgent() override = default;
 
 protected:
diff --git a/source/MaaFramework/Resource/PipelineResMgr.cpp b/source/MaaFramework/Resource/PipelineResMgr.cpp
index 6f79b96c3..75734d3c0 100644
--- a/source/MaaFramework/Resource/PipelineResMgr.cpp
+++ b/source/MaaFramework/Resource/PipelineResMgr.cpp
@@ -1328,7 +1328,7 @@ bool PipelineResMgr::parse_wait_freezes_param(
             return false;
         }
         output.rate_limit = std::chrono::milliseconds(rate_limit);
-        
+
         auto timeout = default_value.timeout.count();
         if (!get_and_check_value(field, "timeout", timeout, timeout)) {
             LogError << "failed to parse_wait_freezes_param timeout" << VAR(field);
diff --git a/source/MaaFramework/Resource/PipelineResMgr.h b/source/MaaFramework/Resource/PipelineResMgr.h
index a57e9d762..40958e0fd 100644
--- a/source/MaaFramework/Resource/PipelineResMgr.h
+++ b/source/MaaFramework/Resource/PipelineResMgr.h
@@ -107,7 +107,7 @@ class PipelineResMgr : public NonCopyable
     static bool parse_target_offset(const json::value& input_target, Action::Target& output);
     static bool
         parse_action_target(const json::value& input, const std::string& key, Action::Target& output, const Action::Target& default_value);
-    
+
     static bool check_all_next_list(const PipelineDataMap& data_map);
 
 private:
@@ -117,6 +117,7 @@ class PipelineResMgr : public NonCopyable
     bool parse_config(const json::value& input, std::set<std::string>& existing_keys, const DefaultPipelineMgr& default_mg);
 
     static bool check_next_list(const PipelineData::NextList& next_list, const PipelineDataMap& data_map);
+
 private:
     std::vector<std::filesystem::path> paths_;
     PipelineDataMap pipeline_data_map_;
diff --git a/source/MaaFramework/Task/Component/CustomAction.cpp b/source/MaaFramework/Task/Component/CustomAction.cpp
index fc167315c..d0de028e7 100644
--- a/source/MaaFramework/Task/Component/CustomAction.cpp
+++ b/source/MaaFramework/Task/Component/CustomAction.cpp
@@ -9,11 +9,11 @@ bool CustomAction::run(
     std::string task_name,
     MAA_RES_NS::CustomActionSession session,
     const MAA_RES_NS::Action::CustomParam& param,
-            MaaRecoId reco_id,
+    MaaRecoId reco_id,
     const cv::Rect& rect)
 {
     LogFunc << VAR(context.task_id()) << VAR(task_name) << VAR_VOIDP(session.action) << VAR_VOIDP(session.trans_arg)
-            << VAR(param.custom_param)<< VAR(reco_id) << VAR(rect) ;
+            << VAR(param.custom_param) << VAR(reco_id) << VAR(rect);
 
     if (!session.action) {
         LogError << "Action is null" << VAR(task_name) << VAR(param.name);
diff --git a/source/MaaFramework/Task/TaskBase.cpp b/source/MaaFramework/Task/TaskBase.cpp
index 05aca2586..74217a01c 100644
--- a/source/MaaFramework/Task/TaskBase.cpp
+++ b/source/MaaFramework/Task/TaskBase.cpp
@@ -156,7 +156,6 @@ NodeDetail TaskBase::run_action(const RecoResult& reco)
         };
         notify(MaaMsg_Task_Action_Starting, cb_detail);
     }
-    
 
     Actuator actuator(tasker_, *context_);
     bool ret = actuator.run(*reco.box, reco.reco_id, pipeline_data);
diff --git a/source/MaaFramework/Task/TaskBase.h b/source/MaaFramework/Task/TaskBase.h
index 407f380f1..35574b4b7 100644
--- a/source/MaaFramework/Task/TaskBase.h
+++ b/source/MaaFramework/Task/TaskBase.h
@@ -56,7 +56,7 @@ class TaskBase
     std::string cur_task_;
 
     std::shared_ptr<Context> context_ = nullptr;
-    
+
 private:
     void init();
     bool debug_mode() const;
diff --git a/source/MaaToolkit/ProjectInterface/ProjectInterfaceMgr.h b/source/MaaToolkit/ProjectInterface/ProjectInterfaceMgr.h
index 463f40f8e..a3d4081c4 100644
--- a/source/MaaToolkit/ProjectInterface/ProjectInterfaceMgr.h
+++ b/source/MaaToolkit/ProjectInterface/ProjectInterfaceMgr.h
@@ -16,8 +16,10 @@ class ProjectInterfaceMgr : public SingletonHolder<ProjectInterfaceMgr>
     friend class SingletonHolder<ProjectInterfaceMgr>;
 
 public:
-    void
-        register_custom_recognition(uint64_t inst_id, const std::string& name, MAA_PROJECT_INTERFACE_NS::CustomRecognitionSession recognition);
+    void register_custom_recognition(
+        uint64_t inst_id,
+        const std::string& name,
+        MAA_PROJECT_INTERFACE_NS::CustomRecognitionSession recognition);
     void register_custom_action(uint64_t inst_id, const std::string& name, MAA_PROJECT_INTERFACE_NS::CustomActionSession action);
 
     bool run_cli(
diff --git a/source/MaaUtils/Codec/Codec.cpp b/source/MaaUtils/Codec/Codec.cpp
index 92cbd5127..5b54f1261 100644
--- a/source/MaaUtils/Codec/Codec.cpp
+++ b/source/MaaUtils/Codec/Codec.cpp
@@ -28,8 +28,7 @@ static constexpr inline void char32_to_utf8(std::string& out, char32_t ch)
     }
 }
 
-static constexpr inline bool
-    utf8_to_char32(std::string_view::iterator& cur, std::string_view::iterator end, char32_t& ch)
+static constexpr inline bool utf8_to_char32(std::string_view::iterator& cur, std::string_view::iterator end, char32_t& ch)
 {
     char leading = *cur++;
     if ((leading & 0b10000000) == 0) {
@@ -57,8 +56,7 @@ static constexpr inline bool
         char next1 = *cur++;
         char next2 = *cur++;
         char next3 = *cur++;
-        ch = ((leading & 0b00001111) << 18) | ((next1 & 0b00111111) << 12)
-             | ((next2 & 0b00111111) << 6) | (next3 & 0b00111111);
+        ch = ((leading & 0b00001111) << 18) | ((next1 & 0b00111111) << 12) | ((next2 & 0b00111111) << 6) | (next3 & 0b00111111);
     }
     else {
         // mainly for 0b10xxxxxx, skip corrupted data
@@ -84,8 +82,7 @@ static constexpr inline void char32_to_wchar(std::wstring& out, char32_t ch)
     }
 }
 
-static constexpr inline bool
-    wchar_to_char32(std::wstring_view::iterator& cur, std::wstring_view::iterator end, char32_t& ch)
+static constexpr inline bool wchar_to_char32(std::wstring_view::iterator& cur, std::wstring_view::iterator end, char32_t& ch)
 {
     if constexpr (sizeof(wchar_t) == 2) {
         auto leading = static_cast<uint32_t>(static_cast<uint16_t>(*cur++));
@@ -97,9 +94,7 @@ static constexpr inline bool
             if ((next & 0b1111'1100'0000'0000) != 0xDC00) {
                 return false;
             }
-            ch = static_cast<char32_t>(
-                (((leading & 0b0000'0011'1111'1111) << 10) | (next & 0b0000'0011'1111'1111))
-                + 0x10000);
+            ch = static_cast<char32_t>((((leading & 0b0000'0011'1111'1111) << 10) | (next & 0b0000'0011'1111'1111)) + 0x10000);
         }
         else if ((leading & 0b1111'1100'0000'0000) == 0xDC00) {
             return false;
diff --git a/source/include/Utils/JsonExt.hpp b/source/include/Utils/JsonExt.hpp
index ccf6e99fe..6cfb60a9e 100644
--- a/source/include/Utils/JsonExt.hpp
+++ b/source/include/Utils/JsonExt.hpp
@@ -12,7 +12,6 @@
 
 namespace json::ext
 {
-
 template <>
 class jsonization<std::filesystem::path>
 {
@@ -58,5 +57,4 @@ class jsonization<cv::Rect>
         return true;
     }
 };
-
 } // namespace json::ext
diff --git a/source/include/Utils/Time.hpp b/source/include/Utils/Time.hpp
index d2296dd56..253eff4f4 100644
--- a/source/include/Utils/Time.hpp
+++ b/source/include/Utils/Time.hpp
@@ -23,8 +23,9 @@ MAA_NS_BEGIN
 inline std::string format_now()
 {
 #ifndef MAA_USE_POSIX_TIME
-    return std::format("{}", std::chrono::current_zone()->to_local(
-                                     std::chrono::floor<std::chrono::milliseconds>(std::chrono::system_clock::now())));
+    return std::format(
+        "{}",
+        std::chrono::current_zone()->to_local(std::chrono::floor<std::chrono::milliseconds>(std::chrono::system_clock::now())));
 #else
     timeval tv = {};
     gettimeofday(&tv, nullptr);
@@ -45,8 +46,7 @@ inline std::string format_now()
 inline std::string format_now_for_filename()
 {
 #ifndef MAA_USE_POSIX_TIME
-    return std::format("{:%Y.%m.%d-%H.%M.%S}",
-                           std::chrono::current_zone()->to_local(std::chrono::system_clock::now()));
+    return std::format("{:%Y.%m.%d-%H.%M.%S}", std::chrono::current_zone()->to_local(std::chrono::system_clock::now()));
 #else
     timeval tv = {};
     gettimeofday(&tv, nullptr);
@@ -70,4 +70,4 @@ inline duration_t duration_since(const std::chrono::steady_clock::time_point& st
     return std::chrono::duration_cast<duration_t>(std::chrono::steady_clock::now() - start_time);
 }
 
-MAA_NS_END
\ No newline at end of file
+MAA_NS_END
diff --git a/test/pipeline/main.cpp b/test/pipeline/main.cpp
index a956c5d99..5d5717796 100644
--- a/test/pipeline/main.cpp
+++ b/test/pipeline/main.cpp
@@ -14,10 +14,7 @@ int main([[maybe_unused]] int argc, char** argv)
     }
 
     std::string logging_dir = (cur_dir / "debug").string();
-    MaaSetGlobalOption(
-        MaaGlobalOption_LogDir,
-        static_cast<void*>(logging_dir.data()),
-        logging_dir.size());
+    MaaSetGlobalOption(MaaGlobalOption_LogDir, static_cast<void*>(logging_dir.data()), logging_dir.size());
     bool on = true;
     MaaSetGlobalOption(MaaGlobalOption_SaveDraw, &on, sizeof(on));
     MaaLoggingLevel lv = MaaLoggingLevel_Info;
@@ -31,4 +28,4 @@ int main([[maybe_unused]] int argc, char** argv)
     }
 
     return 0;
-}
\ No newline at end of file
+}