diff --git a/src/bilifm/season.py b/src/bilifm/season.py
index cd2ad5b..5e45ab1 100644
--- a/src/bilifm/season.py
+++ b/src/bilifm/season.py
@@ -2,7 +2,7 @@
 
 import typer
 
-from .util import request
+from .util import request, Retry
 
 headers: dict[str, str] = {
     "User-Agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/119.0.0.0 Safari/537.36",
@@ -32,16 +32,12 @@ def get_videos(self):
             "page_size": self.page_size,
         }
 
+        @Retry(self.__response_succeed, self.__handle_error_response)
         def wrapped_request():
             """wrap request with retry"""
-            for _ in range(self.retry):
-                res = request(
-                    method="get", url=self.season_url, params=params, headers=headers
-                ).json()
-                if self.__response_succeed(res):
-                    return res
-            self.__handle_error_response(res)
-            return None
+            return request(
+                method="get", url=self.season_url, params=params, headers=headers
+            ).json()
 
         res = wrapped_request()
         if res is None:
diff --git a/src/bilifm/series.py b/src/bilifm/series.py
index 2b27cc0..e58e300 100644
--- a/src/bilifm/series.py
+++ b/src/bilifm/series.py
@@ -2,12 +2,7 @@
 
 import typer
 
-from .util import request
-
-headers: dict[str, str] = {
-    "User-Agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/119.0.0.0 Safari/537.36",
-    "Referer": "https://www.bilibili.com",
-}
+from .util import Retry, request
 
 
 class Series:
@@ -30,16 +25,10 @@ def get_videos(self):
             "current_id": self.uid,
         }
 
+        @Retry(self.__response_succeed, self.__handle_error_response)
         def wrapped_request():
             """wrap request with retry"""
-            for _ in range(self.retry):
-                res = request(
-                    method="get", url=self.series_url, params=params, headers=headers
-                ).json()
-                if self.__response_succeed(res):
-                    return res
-            self.__handle_error_response(res)
-            return None
+            return request(method="get", url=self.series_url, params=params).json()
 
         res = wrapped_request()
         if res is None:
diff --git a/src/bilifm/util.py b/src/bilifm/util.py
index d42b3fe..7f4d6dd 100644
--- a/src/bilifm/util.py
+++ b/src/bilifm/util.py
@@ -4,6 +4,7 @@
 import urllib.parse
 from functools import reduce
 from hashlib import md5
+from typing import Callable
 
 import requests
 import typer
@@ -192,3 +193,24 @@ def check_path(path: str):
 
 Directory = Annotated[str, typer.Option("-o", "--directory", callback=change_directory)]
 Path = typer.Argument(callback=check_path)
+
+
+class Retry:
+    """Retry decorator"""
+
+    def __init__(self, response_succeed, handle_error_response, total=3) -> None:
+        self.total = total
+        self.__response_succeed = response_succeed
+        self.__handle_error_response = handle_error_response
+        pass
+
+    def __call__(self, request_func: Callable) -> Callable:
+        def wrapped_request(*args, **kwargs):
+            for _ in range(self.total):
+                res = request_func(*args, **kwargs)
+                if self.__response_succeed(res):
+                    return res
+            self.__handle_error_response(res)
+            return None
+
+        return wrapped_request