diff --git a/app/api/endpoints/site.py b/app/api/endpoints/site.py
index 9351fc11..d3e1840f 100644
--- a/app/api/endpoints/site.py
+++ b/app/api/endpoints/site.py
@@ -6,8 +6,8 @@ from starlette.background import BackgroundTasks
 
 from app import schemas
 from app.chain.cookiecloud import CookieCloudChain
-from app.chain.search import SearchChain
 from app.chain.site import SiteChain
+from app.chain.torrents import TorrentsChain
 from app.core.event import EventManager
 from app.core.security import verify_token
 from app.db import get_db
@@ -191,7 +191,7 @@ def site_icon(site_id: int,
 
 
 @router.get("/resource/{site_id}", summary="站点资源", response_model=List[schemas.TorrentInfo])
-def site_resource(site_id: int, keyword: str = None,
+def site_resource(site_id: int,
                   db: Session = Depends(get_db),
                   _: schemas.TokenPayload = Depends(verify_token)) -> Any:
     """
@@ -203,7 +203,7 @@ def site_resource(site_id: int, keyword: str = None,
             status_code=404,
             detail=f"站点 {site_id} 不存在",
         )
-    torrents = SearchChain(db).browse(site.domain, keyword)
+    torrents = TorrentsChain(db).browse(domain=site.domain)
     if not torrents:
         return []
     return [torrent.to_dict() for torrent in torrents]
diff --git a/app/chain/__init__.py b/app/chain/__init__.py
index afdfee64..d5591509 100644
--- a/app/chain/__init__.py
+++ b/app/chain/__init__.py
@@ -197,7 +197,7 @@ class ChainBase(metaclass=ABCMeta):
         return self.run_module("search_medias", meta=meta)
 
     def search_torrents(self, site: CommentedMap,
-                        mediainfo: Optional[MediaInfo] = None,
+                        mediainfo: MediaInfo,
                         keyword: str = None,
                         page: int = 0,
                         area: str = "title") -> List[TorrentInfo]:
diff --git a/app/chain/search.py b/app/chain/search.py
index 027894d2..b84c3d68 100644
--- a/app/chain/search.py
+++ b/app/chain/search.py
@@ -76,22 +76,6 @@ class SearchChain(ChainBase):
             print(str(e))
             return []
 
-    def browse(self, domain: str, keyword: str = None) -> List[TorrentInfo]:
-        """
-        浏览站点首页内容
-        :param domain: 站点域名
-        :param keyword: 关键词，有值时为搜索
-        """
-        if not keyword:
-            logger.info(f'开始浏览站点首页内容，站点：{domain} ...')
-        else:
-            logger.info(f'开始搜索资源，关键词：{keyword}，站点：{domain} ...')
-        site = self.siteshelper.get_indexer(domain)
-        if not site:
-            logger.error(f'站点 {domain} 不存在！')
-            return []
-        return self.search_torrents(site=site, keyword=keyword)
-
     def process(self, mediainfo: MediaInfo,
                 keyword: str = None,
                 no_exists: Dict[int, Dict[int, NotExistMediaInfo]] = None,
diff --git a/app/chain/subscribe.py b/app/chain/subscribe.py
index cfe2615a..2c7fe576 100644
--- a/app/chain/subscribe.py
+++ b/app/chain/subscribe.py
@@ -375,14 +375,14 @@ class SubscribeChain(ChainBase):
 
     def refresh(self):
         """
-        刷新订阅
+        订阅刷新
         """
         # 查询所有订阅
         subscribes = self.subscribeoper.list('R')
         if not subscribes:
             # 没有订阅不运行
             return
-        # 刷新站点资源，从缓存中匹配订阅
+        # 触发刷新站点资源，从缓存中匹配订阅
         self.match(
             self.torrentschain.refresh()
         )
diff --git a/app/chain/torrents.py b/app/chain/torrents.py
index 11885a02..cc8eb0d4 100644
--- a/app/chain/torrents.py
+++ b/app/chain/torrents.py
@@ -1,6 +1,6 @@
-from datetime import datetime
 from typing import Dict, List, Union
 
+from cachetools import cached, TTLCache
 from requests import Session
 
 from app.chain import ChainBase
@@ -12,17 +12,16 @@ from app.helper.sites import SitesHelper
 from app.log import logger
 from app.schemas import Notification
 from app.schemas.types import SystemConfigKey, MessageChannel
+from app.utils.singleton import Singleton
 from app.utils.string import StringUtils
-from app.utils.timer import TimerUtils
 
 
-class TorrentsChain(ChainBase):
+class TorrentsChain(ChainBase, metaclass=Singleton):
     """
-    种子刷新处理链
+    站点首页种子处理链，服务于订阅、刷流等
     """
 
     _cache_file = "__torrents_cache__"
-    _last_refresh_time = None
 
     def __init__(self, db: Session = None):
         super().__init__(db)
@@ -46,17 +45,23 @@ class TorrentsChain(ChainBase):
         # 读取缓存
         return self.load_cache(self._cache_file) or {}
 
+    @cached(cache=TTLCache(maxsize=128, ttl=600))
+    def browse(self, domain: str) -> List[TorrentInfo]:
+        """
+        浏览站点首页内容，返回种子清单，TTL缓存10分钟
+        :param domain: 站点域名
+        """
+        logger.info(f'开始获取站点 {domain} 最新种子 ...')
+        site = self.siteshelper.get_indexer(domain)
+        if not site:
+            logger.error(f'站点 {domain} 不存在！')
+            return []
+        return self.refresh_torrents(site=site)
+
     def refresh(self) -> Dict[str, List[Context]]:
         """
-        刷新站点最新资源
+        刷新站点最新资源，识别并缓存起来
         """
-        # 控制刷新频率不能小于10分钟
-        if self._last_refresh_time and TimerUtils.diff_minutes(self._last_refresh_time) < 10:
-            logger.warn(f'种子刷新频率过快，跳过本次刷新')
-            return self.get_torrents()
-
-        # 记录刷新时间
-        self._last_refresh_time = datetime.now()
 
         # 读取缓存
         torrents_cache = self.get_torrents()
@@ -70,9 +75,8 @@ class TorrentsChain(ChainBase):
             # 未开启的站点不搜索
             if config_indexers and str(indexer.get("id")) not in config_indexers:
                 continue
-            logger.info(f'开始刷新 {indexer.get("name")} 最新种子 ...')
             domain = StringUtils.get_url_domain(indexer.get("domain"))
-            torrents: List[TorrentInfo] = self.refresh_torrents(site=indexer)
+            torrents: List[TorrentInfo] = self.browse(domain=domain)
             # 按pubdate降序排列
             torrents.sort(key=lambda x: x.pubdate or '', reverse=True)
             # 取前N条
diff --git a/app/plugins/brushflow/__init__.py b/app/plugins/brushflow/__init__.py
index 2fe0e419..a6f1d721 100644
--- a/app/plugins/brushflow/__init__.py
+++ b/app/plugins/brushflow/__init__.py
@@ -9,7 +9,6 @@ import pytz
 from apscheduler.schedulers.background import BackgroundScheduler
 
 from app import schemas
-from app.chain.search import SearchChain
 from app.chain.torrents import TorrentsChain
 from app.core.config import settings
 from app.db.site_oper import SiteOper
@@ -50,7 +49,6 @@ class BrushFlow(_PluginBase):
     siteshelper = None
     siteoper = None
     torrents = None
-    searchchain = None
     qb = None
     tr = None
     # 添加种子定时
@@ -90,7 +88,6 @@ class BrushFlow(_PluginBase):
         self.siteshelper = SitesHelper()
         self.siteoper = SiteOper()
         self.torrents = TorrentsChain()
-        self.searchchain = SearchChain()
         if config:
             self._enabled = config.get("enabled")
             self._notify = config.get("notify")
@@ -1254,7 +1251,7 @@ class BrushFlow(_PluginBase):
                     logger.warn(f"站点不存在：{siteid}")
                     continue
                 logger.info(f"开始获取站点 {siteinfo.name} 的新种子 ...")
-                torrents = self.searchchain.browse(domain=siteinfo.domain)
+                torrents = self.torrents.browse(domain=siteinfo.domain)
                 if not torrents:
                     logger.info(f"站点 {siteinfo.name} 没有获取到种子")
                     continue
diff --git a/requirements.txt b/requirements.txt
index a4fdedfa..d9b989e6 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -50,4 +50,5 @@ cacheout~=0.14.1
 click~=8.1.6
 requests_cache~=0.5.2
 parse~=1.19.0
-docker~=6.1.3
\ No newline at end of file
+docker~=6.1.3
+cachetools~=5.3.1
\ No newline at end of file