diff --git a/excore/config/model.py b/excore/config/model.py
index d5618ed..55b4751 100644
--- a/excore/config/model.py
+++ b/excore/config/model.py
@@ -175,15 +175,12 @@ def __call__(self):
         return self.cls
 
 
-@dataclass
-class ChainedInvocationWrapper:
-    node: ModuleNode
-    attrs: Sequence[str]
-
-    def __getattr__(self, __name):
-        return getattr(self.node, __name)
+class ChainedInvocationWrapper(ConfigArgumentHook):
+    def __init__(self, node: ModuleNode, attrs: Sequence[str]) -> None:
+        super().__init__(node)
+        self.attrs = attrs
 
-    def __call__(self, **kwargs):
+    def hook(self, **kwargs):
         target = self.node(**kwargs)
         if isinstance(target, ModuleNode):
             raise ModuleBuildError(f"Do not support `{DO_NOT_CALL_KEY}`")
@@ -221,7 +218,7 @@ def __init__(
         if modules is None:
             return
         self.is_dict = is_dict
-        if isinstance(modules, (ModuleNode, ConfigArgumentHook, ChainedInvocationWrapper)):
+        if isinstance(modules, (ModuleNode, ConfigArgumentHook)):
             self[modules.name] = modules
         elif isinstance(modules, dict):
             for k, m in modules.items():
diff --git a/excore/config/parse.py b/excore/config/parse.py
index 2c8ea22..bef133c 100644
--- a/excore/config/parse.py
+++ b/excore/config/parse.py
@@ -240,7 +240,11 @@ def _get_name_and_field(self, name, ori_name):
             )
         return list(modules.keys())[0], base
 
-    def _apply_hooks(self, node, hooks):
+    def _apply_hooks(self, node, hooks, attrs):
+        if attrs:
+            node = ChainedInvocationWrapper(node, attrs)
+        if not hooks:
+            return node
         for hook in hooks:
             if hook not in self:
                 raise CoreConfigParseError(f"Unregistered hook {hook}")
@@ -277,13 +281,7 @@ def _parse_single_param(self, name, ori_name, field, target_type, attrs, hooks):
                 f"Error when parsing param `{ori_name}`, "
                 f"target_type is `{target_type}`, but got `{ori_type}`"
             )
-        name = node.name  # for ModuleWrapper
-        if attrs:
-            node = ChainedInvocationWrapper(node, attrs)
-            node.name = name
-        if hooks:
-            node = self._apply_hooks(node, hooks)
-            node.name = name
+        node = self._apply_hooks(node, hooks, attrs)
         return node
 
     def _parse_param(self, ori_name, module_type):
diff --git a/excore/engine/hook.py b/excore/engine/hook.py
index e57a23b..b147b1c 100644
--- a/excore/engine/hook.py
+++ b/excore/engine/hook.py
@@ -218,17 +218,18 @@ def __init__(
     ):
         self.node = node
         self.enabled = enabled
+        self.name = node.name
         self._is_initialized = True
 
-    def hook(self):
+    def hook(self, **kwargs):
         raise NotImplementedError(f"`{self.__class__.__name__}` do not implement `hook` method.")
 
     @final
-    def __call__(self):
+    def __call__(self, **kwargs):
         if not getattr(self, "_is_initialized", False):
             raise CoreConfigSupportError(
                 f"Call super().__init__() in class `{self.__class__.__name__}`"
             )
         if self.enabled:
-            return self.hook()
-        return self.node()
+            return self.hook(**kwargs)
+        return self.node(**kwargs)