diff --git a/app/core/config.py b/app/core/config.py
index 6ef7ee39..a39b1d41 100644
--- a/app/core/config.py
+++ b/app/core/config.py
@@ -63,7 +63,7 @@ class Settings(BaseSettings):
     # 超级管理员
     SUPERUSER: str = "admin"
     # 辅助认证，允许通过媒体服务器认证并创建用户
-    AUXILIARY_AUTH_ENABLE: bool = True
+    AUXILIARY_AUTH_ENABLE: bool = False
     # API密钥，需要更换
     API_TOKEN: Optional[str] = None
     # 网络代理 IP:PORT
@@ -280,46 +280,6 @@ class Settings(BaseSettings):
             }
         return None
 
-    @property
-    def PROXY_URLPARSE(self):
-        """
-        解析地址组成
-        """
-        if self.PROXY_HOST:
-            parsed_url = urlparse(self.PROXY_HOST)
-            protocol = parsed_url.scheme or ""  # 协议
-            username = parsed_url.username or ""  # 用户名
-            password = parsed_url.password or ""  # 密码
-            host = parsed_url.hostname or ""  # 主机
-            port = parsed_url.port or ""  # 端口
-            path = parsed_url.path or ""  # 路径
-            netloc = parsed_url.netloc or ""  # 用户名:密码@主机:端口
-            query = parsed_url.query or ""  # 查询参数: ?key=value
-            params = parsed_url.params or ""  # 使用;分割的参数
-            fragment = parsed_url.fragment or ""  # 片段: #fragment
-
-            if not port:
-                if protocol == "https":
-                    port = 443
-                elif protocol == "http":
-                    port = 80
-                elif protocol in {"socks5", "socks5h", "socks4", "socks4a"}:
-                    port = 1080
-
-            return {
-                "protocol": protocol,
-                "username": username,
-                "password": password,
-                "host": host,
-                "port": port,
-                "path": path,
-                "netloc": netloc,
-                "query": query,
-                "params": params,
-                "fragment": fragment
-            }
-        return None
-
     @property
     def PROXY_SERVER(self):
         if self.PROXY_HOST:
@@ -338,28 +298,6 @@ class Settings(BaseSettings):
             }
         return {}
 
-    @property
-    def PIP_OPTIONS(self):
-        """
-        pip调用附加参数
-        """
-        protocol = host = port = ""
-        parsed_url = self.PROXY_URLPARSE
-        if parsed_url:
-            protocol = parsed_url.get("scheme", "").lower()
-            host = parsed_url.get("host", "").lower()
-            port = parsed_url.get("port", "")
-        # 优先级：镜像站 > 全局 > 不代理
-        if settings.PIP_PROXY:
-            PIP_OPTIONS = f" -i {settings.PIP_PROXY} "
-        # 全局代理地址
-        elif protocol in {"http", "https", "socks4", "socks4a", "socks5", "socks5h"} and host and port:
-            PIP_OPTIONS = f" --proxy={settings.PROXY_HOST} "
-        # 不使用代理
-        else:
-            PIP_OPTIONS = ""
-        return PIP_OPTIONS
-
     def REPO_GITHUB_HEADERS(self, repo: str = None):
         """
         Github指定的仓库请求头
diff --git a/app/helper/plugin.py b/app/helper/plugin.py
index f973219e..9a000660 100644
--- a/app/helper/plugin.py
+++ b/app/helper/plugin.py
@@ -2,7 +2,7 @@ import json
 import shutil
 import traceback
 from pathlib import Path
-from typing import Dict, Tuple, Optional, List
+from typing import Dict, Tuple, Optional, List, Any
 
 from cachetools import TTLCache, cached
 
@@ -13,6 +13,7 @@ from app.schemas.types import SystemConfigKey
 from app.utils.http import RequestUtils
 from app.utils.singleton import Singleton
 from app.utils.system import SystemUtils
+from app.utils.url import UrlUtils
 
 
 class PluginHelper(metaclass=Singleton):
@@ -20,12 +21,9 @@ class PluginHelper(metaclass=Singleton):
     插件市场管理，下载安装插件到本地
     """
 
-    _base_url = f"{settings.GITHUB_PROXY}https://raw.githubusercontent.com/%s/%s/main/"
-
-    _install_reg = f"{settings.MP_SERVER_HOST}/plugin/install/%s"
-
+    _base_url = "https://raw.githubusercontent.com/{user}/{repo}/main/"
+    _install_reg = f"{settings.MP_SERVER_HOST}/plugin/install/{{pid}}"
     _install_report = f"{settings.MP_SERVER_HOST}/plugin/install"
-
     _install_statistic = f"{settings.MP_SERVER_HOST}/plugin/statistic"
 
     def __init__(self):
@@ -35,10 +33,6 @@ class PluginHelper(metaclass=Singleton):
                 if self.install_report():
                     self.systemconfig.set(SystemConfigKey.PluginInstallReport, "1")
 
-    @property
-    def proxies(self):
-        return None if settings.GITHUB_PROXY else settings.PROXY
-
     @cached(cache=TTLCache(maxsize=1000, ttl=1800))
     def get_plugins(self, repo_url: str, version: str = None) -> Dict[str, dict]:
         """
@@ -48,27 +42,26 @@ class PluginHelper(metaclass=Singleton):
         """
         if not repo_url:
             return {}
+
         user, repo = self.get_repo_info(repo_url)
         if not user or not repo:
             return {}
-        raw_url = self._base_url % (user, repo)
+
+        raw_url = self._base_url.format(user=user, repo=repo)
         package_url = f"{raw_url}package.{version}.json" if version else f"{raw_url}package.json"
-        res = RequestUtils(proxies=self.proxies,
-                           headers=settings.REPO_GITHUB_HEADERS(repo=f"{user}/{repo}"),
-                           timeout=10).get_res(package_url)
+
+        res = self.__request_with_fallback(package_url, headers=settings.REPO_GITHUB_HEADERS(repo=f"{user}/{repo}"))
         if res:
             try:
                 return json.loads(res.text)
             except json.JSONDecodeError:
                 logger.error(f"插件包数据解析失败：{res.text}")
-                return {}
         return {}
 
     @staticmethod
     def get_repo_info(repo_url: str) -> Tuple[Optional[str], Optional[str]]:
         """
-        获取Github仓库信息
-        :param repo_url: Github仓库地址
+        获取GitHub仓库信息
         """
         if not repo_url:
             return None, None
@@ -79,7 +72,7 @@ class PluginHelper(metaclass=Singleton):
         try:
             user, repo = repo_url.split("/")[-4:-2]
         except Exception as e:
-            logger.error(f"解析Github仓库地址失败：{str(e)} - {traceback.format_exc()}")
+            logger.error(f"解析GitHub仓库地址失败：{str(e)} - {traceback.format_exc()}")
             return None, None
         return user, repo
 
@@ -103,7 +96,8 @@ class PluginHelper(metaclass=Singleton):
             return False
         if not pid:
             return False
-        res = RequestUtils(timeout=5).get_res(self._install_reg % pid)
+        install_reg_url = self._install_reg.format(pid=pid)
+        res = RequestUtils(timeout=5).get_res(install_reg_url)
         if res and res.status_code == 200:
             return True
         return False
@@ -119,119 +113,321 @@ class PluginHelper(metaclass=Singleton):
             return False
         res = RequestUtils(content_type="application/json",
                            timeout=5).post(self._install_report,
-                                           json={
-                                               "plugins": [
-                                                   {
-                                                       "plugin_id": plugin,
-                                                   } for plugin in plugins
-                                               ]
-                                           })
+                                           json={"plugins": [{"plugin_id": plugin} for plugin in plugins]})
         return True if res else False
 
     def install(self, pid: str, repo_url: str) -> Tuple[bool, str]:
         """
-        安装插件
+        安装插件，包括依赖安装和文件下载，相关资源支持自动降级策略
+        1. 从 GitHub 获取文件列表（包括 requirements.txt）
+        2. 删除旧的插件目录
+        3. 下载并预安装 requirements.txt 中的依赖（如果存在）
+        4. 下载并安装插件的其他文件
+        5. 再次尝试安装依赖（确保安装完整）
+        :param pid: 插件 ID
+        :param repo_url: 插件仓库地址
+        :return: (是否成功, 错误信息)
         """
         if SystemUtils.is_frozen():
             return False, "可执行文件模式下，只能安装本地插件"
 
-        # 从Github的repo_url获取用户和项目名
+        # 验证参数
+        if not pid or not repo_url:
+            return False, "参数错误"
+
+        # 从 GitHub 的 repo_url 获取用户和项目名
         user, repo = self.get_repo_info(repo_url)
         if not user or not repo:
             return False, "不支持的插件仓库地址格式"
 
         user_repo = f"{user}/{repo}"
 
-        def __get_filelist(_p: str) -> Tuple[Optional[list], Optional[str]]:
-            """
-            获取插件的文件列表
-            """
-            file_api = f"https://api.github.com/repos/{user_repo}/contents/plugins/{_p}"
-            r = RequestUtils(proxies=settings.PROXY,
-                             headers=settings.REPO_GITHUB_HEADERS(repo=user_repo),
-                             timeout=30).get_res(file_api)
-            if r is None:
-                return None, "连接仓库失败"
-            elif r.status_code != 200:
-                return None, f"连接仓库失败：{r.status_code} - " \
-                             f"{'超出速率限制，请配置GITHUB_TOKEN环境变量或稍后重试' if r.status_code == 403 else r.reason}"
-            ret = r.json()
-            if ret and ret[0].get("message") == "Not Found":
-                return None, "插件在仓库中不存在"
-            return ret, ""
-
-        def __download_files(_p: str, _l: List[dict]) -> Tuple[bool, str]:
-            """
-            下载插件文件
-            """
-            if not _l:
-                return False, "文件列表为空"
-            for item in _l:
-                if item.get("download_url"):
-                    download_url = f"{settings.GITHUB_PROXY}{item.get('download_url')}"
-                    # 下载插件文件
-                    res = RequestUtils(proxies=self.proxies,
-                                       headers=settings.REPO_GITHUB_HEADERS(repo=user_repo),
-                                       timeout=60).get_res(download_url)
-                    if not res:
-                        return False, f"文件 {item.get('name')} 下载失败！"
-                    elif res.status_code != 200:
-                        return False, f"下载文件 {item.get('name')} 失败：{res.status_code} - " \
-                                      f"{'超出速率限制，请配置GITHUB_TOKEN环境变量或稍后重试' if res.status_code == 403 else res.reason}"
-                    # 创建插件文件夹
-                    file_path = Path(settings.ROOT_PATH) / "app" / item.get("path")
-                    if not file_path.parent.exists():
-                        file_path.parent.mkdir(parents=True, exist_ok=True)
-                    with open(file_path, "w", encoding="utf-8") as f:
-                        f.write(res.text)
-                else:
-                    # 递归下载子目录
-                    p = f"{_p}/{item.get('name')}"
-                    l, m = __get_filelist(p)
-                    if not l:
-                        return False, m
-                    __download_files(p, l)
-            return True, ""
-
-        if not pid or not repo_url:
-            return False, "参数错误"
-
-        # 获取插件的文件列表
-        """
-        [
-            {
-                "name": "__init__.py",
-                "path": "plugins/autobackup/__init__.py",
-                "sha": "cd10eba3f0355d61adeb35561cb26a0a36c15a6c",
-                "size": 12385,
-                "url": "https://api.github.com/repos/jxxghp/MoviePilot-Plugins/contents/plugins/autobackup/__init__.py?ref=main",
-                "html_url": "https://github.com/jxxghp/MoviePilot-Plugins/blob/main/plugins/autobackup/__init__.py",
-                "git_url": "https://api.github.com/repos/jxxghp/MoviePilot-Plugins/git/blobs/cd10eba3f0355d61adeb35561cb26a0a36c15a6c",
-                "download_url": "https://raw.githubusercontent.com/jxxghp/MoviePilot-Plugins/main/plugins/autobackup/__init__.py",
-                "type": "file",
-                "_links": {
-                    "self": "https://api.github.com/repos/jxxghp/MoviePilot-Plugins/contents/plugins/autobackup/__init__.py?ref=main",
-                    "git": "https://api.github.com/repos/jxxghp/MoviePilot-Plugins/git/blobs/cd10eba3f0355d61adeb35561cb26a0a36c15a6c",
-                    "html": "https://github.com/jxxghp/MoviePilot-Plugins/blob/main/plugins/autobackup/__init__.py"
-                }
-            }
-        ]
-        """
-        # 获取第一级文件列表
-        file_list, msg = __get_filelist(pid.lower())
+        # 1. 获取插件文件列表（包括 requirements.txt）
+        file_list, msg = self.__get_file_list(pid.lower(), user_repo)
         if not file_list:
             return False, msg
-        # 本地存在时先删除
-        plugin_dir = Path(settings.ROOT_PATH) / "app" / "plugins" / pid.lower()
-        if plugin_dir.exists():
-            shutil.rmtree(plugin_dir, ignore_errors=True)
-        # 下载所有文件
-        __download_files(pid.lower(), file_list)
-        # 插件目录下如有requirements.txt则安装依赖
-        requirements_file = plugin_dir / "requirements.txt"
-        if requirements_file.exists():
-            SystemUtils.execute(f"pip install -r {requirements_file} {settings.PIP_OPTIONS}  > /dev/null 2>&1")
-        # 安装成功后统计
+
+        # 2. 删除旧的插件目录
+        self.__remove_old_plugin(pid.lower())
+
+        # 3. 查找并安装 requirements.txt 中的依赖，确保插件环境的依赖尽可能完整。依赖安装可能失败且不影响插件安装，目前只记录日志
+        requirements_file_info = next((f for f in file_list if f.get("name") == "requirements.txt"), None)
+        if requirements_file_info:
+            logger.debug(f"{pid} 发现 requirements.txt，提前下载并预安装依赖")
+            success, message = self.__download_and_install_requirements(requirements_file_info,
+                                                                        pid, user_repo)
+            if not success:
+                logger.debug(f"{pid} 依赖预安装失败：{message}")
+            else:
+                logger.debug(f"{pid} 依赖预安装成功")
+
+        # 4. 下载插件的其他文件
+        logger.info(f"{pid} 准备开始下载插件文件")
+        success, message = self.__download_files(pid.lower(), file_list, user_repo, True)
+        if not success:
+            logger.error(f"{pid} 下载插件文件失败：{message}")
+            return False, message
+        else:
+            logger.info(f"{pid} 下载插件文件成功")
+
+        # 5. 插件文件安装成功后，再次尝试安装依赖，避免因为遗漏依赖导致的插件运行问题，目前依旧只记录日志
+        success, message = self.__install_dependencies_if_required(pid)
+        if not success:
+            logger.error(f"{pid} 依赖安装失败：{message}")
+        else:
+            logger.info(f"{pid} 依赖安装成功")
+
+        # 插件安装成功后，统计安装信息
         self.install_reg(pid)
+        return True, ""
+
+    def __get_file_list(self, pid: str, user_repo: str) -> Tuple[Optional[list], Optional[str]]:
+        """
+        获取插件的文件列表
+        :param pid: 插件 ID
+        :param user_repo: GitHub 仓库的 user/repo 路径
+        :return: (文件列表, 错误信息)
+        """
+        file_api = f"https://api.github.com/repos/{user_repo}/contents/plugins/{pid}"
+        res = self.__request_with_fallback(file_api,
+                                           headers=settings.REPO_GITHUB_HEADERS(repo=user_repo),
+                                           is_api=True,
+                                           timeout=30)
+        if res is None:
+            return None, "连接仓库失败"
+        elif res.status_code != 200:
+            return None, f"连接仓库失败：{res.status_code} - " \
+                         f"{'超出速率限制，请配置GITHUB_TOKEN环境变量或稍后重试' if res.status_code == 403 else res.reason}"
+
+        try:
+            ret = res.json()
+            if isinstance(ret, list) and len(ret) > 0 and "message" not in ret[0]:
+                return ret, ""
+            else:
+                return None, "插件在仓库中不存在或返回数据格式不正确"
+        except Exception as e:
+            logger.error(f"插件数据解析失败：{res.text}，{e}")
+            return None, "插件数据解析失败"
+
+    def __download_files(self, pid: str, file_list: List[dict], user_repo: str, skip_requirements: bool = False) \
+            -> Tuple[bool, str]:
+        """
+        下载插件文件
+        :param pid: 插件 ID
+        :param file_list: 要下载的文件列表，包含文件的元数据（包括下载链接）
+        :param user_repo: GitHub 仓库的 user/repo 路径
+        :param skip_requirements: 是否跳过 requirements.txt 文件的下载
+        :return: (是否成功, 错误信息)
+        """
+        if not file_list:
+            return False, "文件列表为空"
+
+        # 使用栈结构来替代递归调用，避免递归深度过大问题
+        stack = [(pid, file_list)]
+
+        while stack:
+            current_pid, current_file_list = stack.pop()
+
+            for item in current_file_list:
+                # 跳过 requirements.txt 的下载
+                if skip_requirements and item.get("name") == "requirements.txt":
+                    continue
+
+                if item.get("download_url"):
+                    logger.debug(f"正在下载文件：{item.get('path')}")
+                    res = self.__request_with_fallback(item.get('download_url'),
+                                                       headers=settings.REPO_GITHUB_HEADERS(repo=user_repo))
+                    if not res:
+                        return False, f"文件 {item.get('path')} 下载失败！"
+                    elif res.status_code != 200:
+                        return False, f"下载文件 {item.get('path')} 失败：{res.status_code}"
+
+                    # 创建插件文件夹并写入文件
+                    file_path = Path(settings.ROOT_PATH) / "app" / item.get("path")
+                    file_path.parent.mkdir(parents=True, exist_ok=True)
+                    with open(file_path, "w", encoding="utf-8") as f:
+                        f.write(res.text)
+                    logger.debug(f"文件 {item.get('path')} 下载成功，保存路径：{file_path}")
+                else:
+                    # 如果是子目录，则将子目录内容加入栈中继续处理
+                    sub_list, msg = self.__get_file_list(f"{current_pid}/{item.get('name')}", user_repo)
+                    if not sub_list:
+                        return False, msg
+                    stack.append((f"{current_pid}/{item.get('name')}", sub_list))
 
         return True, ""
+
+    def __download_and_install_requirements(self, requirements_file_info: dict, pid: str, user_repo: str) \
+            -> Tuple[bool, str]:
+        """
+        下载并安装 requirements.txt 文件中的依赖
+        :param requirements_file_info: requirements.txt 文件的元数据信息
+        :param pid: 插件 ID
+        :param user_repo: GitHub 仓库的 user/repo 路径
+        :return: (是否成功, 错误信息)
+        """
+        # 下载 requirements.txt
+        res = self.__request_with_fallback(requirements_file_info.get("download_url"),
+                                           headers=settings.REPO_GITHUB_HEADERS(repo=user_repo))
+        if not res:
+            return False, "requirements.txt 文件下载失败"
+        elif res.status_code != 200:
+            return False, f"下载 requirements.txt 文件失败：{res.status_code}"
+
+        requirements_txt = res.text
+        if requirements_txt.strip():
+            # 保存并安装依赖
+            requirements_file_path = Path(settings.ROOT_PATH) / "app" / "plugins" / pid.lower() / "requirements.txt"
+            requirements_file_path.parent.mkdir(parents=True, exist_ok=True)
+            with open(requirements_file_path, "w", encoding="utf-8") as f:
+                f.write(requirements_txt)
+
+            success, message = self.__pip_install_with_fallback(requirements_file_path)
+            return success, message
+
+        return True, ""  # 如果 requirements.txt 为空，视作成功
+
+    def __install_dependencies_if_required(self, pid: str) -> Tuple[bool, str]:
+        """
+        安装插件依赖
+        :param pid: 插件 ID
+        :return: (是否成功, 错误信息)
+        """
+        plugin_dir = Path(settings.ROOT_PATH) / "app" / "plugins" / pid.lower()
+        requirements_file = plugin_dir / "requirements.txt"
+        if requirements_file.exists():
+            logger.info(f"{pid} 存在依赖项，开始尝试安装依赖")
+            return self.__pip_install_with_fallback(requirements_file)
+        return True, ""
+
+    @staticmethod
+    def __remove_old_plugin(pid: str):
+        """
+        删除旧插件
+        :param pid: 插件 ID
+        """
+        plugin_dir = Path(settings.ROOT_PATH) / "app" / "plugins" / pid
+        if plugin_dir.exists():
+            shutil.rmtree(plugin_dir, ignore_errors=True)
+
+    @staticmethod
+    def __pip_uninstall_and_install_with_fallback(requirements_file: Path) -> Tuple[bool, str]:
+        """
+        先卸载 requirements.txt 中的依赖，再按照自动降级策略重新安装，不使用 PIP 缓存
+
+        :param requirements_file: 依赖的 requirements.txt 文件路径
+        :return: (是否成功, 错误信息)
+        """
+        # 读取 requirements.txt 文件中的依赖列表
+        try:
+            with open(requirements_file, "r", encoding="utf-8") as f:
+                dependencies = [line.strip() for line in f if line.strip() and not line.startswith("#")]
+        except Exception as e:
+            return False, f"无法读取 requirements.txt 文件：{str(e)}"
+
+        # 1. 先卸载所有依赖包
+        for dep in dependencies:
+            pip_uninstall_command = ["pip", "uninstall", "-y", dep]
+            logger.debug(f"尝试卸载依赖：{dep}，命令：{' '.join(pip_uninstall_command)}")
+            success, message = SystemUtils.execute_with_subprocess(pip_uninstall_command)
+            if success:
+                logger.debug(f"依赖 {dep} 卸载成功，输出：{message}")
+            else:
+                error_message = f"卸载依赖 {dep} 失败，错误信息：{message}"
+                logger.error(error_message)
+
+        # 2. 重新安装所有依赖，使用自动降级策略
+        strategies = []
+
+        # 添加策略到列表中
+        if settings.PIP_PROXY:
+            strategies.append(("镜像站",
+                               ["pip", "install", "-r", str(requirements_file),
+                                "-i", settings.PIP_PROXY, "--no-cache-dir"]))
+        if settings.PROXY_HOST:
+            strategies.append(("代理",
+                               ["pip", "install", "-r", str(requirements_file),
+                                "--proxy", settings.PROXY_HOST, "--no-cache-dir"]))
+        strategies.append(("直连", ["pip", "install", "-r", str(requirements_file), "--no-cache-dir"]))
+
+        # 遍历策略进行安装
+        for strategy_name, pip_command in strategies:
+            logger.debug(f"PIP 尝试使用策略 {strategy_name} 安装依赖，命令：{' '.join(pip_command)}")
+            success, message = SystemUtils.execute_with_subprocess(pip_command)
+            if success:
+                logger.debug(f"PIP 策略 {strategy_name} 安装依赖成功，输出：{message}")
+                return True, message
+            else:
+                logger.error(f"PIP 策略 {strategy_name} 安装依赖失败，错误信息：{message}")
+
+        return False, "所有依赖安装方式均失败，请检查网络连接或 PIP 配置"
+
+    @staticmethod
+    def __pip_install_with_fallback(requirements_file: Path) -> Tuple[bool, str]:
+        """
+        使用自动降级策略，PIP 安装依赖，优先级依次为镜像站、代理、直连
+        :param requirements_file: 依赖的 requirements.txt 文件路径
+        :return: (是否成功, 错误信息)
+        """
+        strategies = []
+
+        # 添加策略到列表中
+        if settings.PIP_PROXY:
+            strategies.append(("镜像站", ["pip", "install", "-r", str(requirements_file), "-i", settings.PIP_PROXY]))
+        if settings.PROXY_HOST:
+            strategies.append(
+                ("代理", ["pip", "install", "-r", str(requirements_file), "--proxy", settings.PROXY_HOST]))
+        strategies.append(("直连", ["pip", "install", "-r", str(requirements_file)]))
+
+        # 遍历策略进行安装
+        for strategy_name, pip_command in strategies:
+            logger.debug(f"PIP 尝试使用策略 {strategy_name} 安装依赖，命令：{' '.join(pip_command)}")
+            success, message = SystemUtils.execute_with_subprocess(pip_command)
+            if success:
+                logger.debug(f"PIP 策略 {strategy_name} 安装依赖成功，输出：{message}")
+                return True, message
+            else:
+                logger.error(f"PIP 策略 {strategy_name} 安装依赖失败，错误信息：{message}")
+
+        return False, "所有PIP依赖安装方式均失败，请检查网络连接或 PIP 配置"
+
+    @staticmethod
+    def __request_with_fallback(url: str,
+                                headers: Optional[dict] = None,
+                                timeout: int = 60,
+                                is_api: bool = False) -> Optional[Any]:
+        """
+        使用自动降级策略，请求资源，优先级依次为镜像站、代理、直连
+        :param url: 目标URL
+        :param headers: 请求头信息
+        :param timeout: 请求超时时间
+        :param is_api: 是否为GitHub API请求，API请求不走镜像站
+        :return: 请求成功则返回 Response，失败返回 None
+        """
+        strategies = []
+
+        # 1. 尝试使用镜像站，镜像站一般不支持API请求，因此API请求直接跳过镜像站
+        if not is_api and settings.GITHUB_PROXY:
+            proxy_url = f"{UrlUtils.standardize_base_url(settings.GITHUB_PROXY)}{url}"
+            strategies.append(("镜像站", proxy_url, {"headers": headers, "timeout": timeout}))
+
+        # 2. 尝试使用代理
+        if settings.PROXY_HOST:
+            strategies.append(("代理", url, {"headers": headers, "proxies": settings.PROXY, "timeout": timeout}))
+
+        # 3. 最后尝试直连
+        strategies.append(("直连", url, {"headers": headers, "timeout": timeout}))
+
+        # 遍历策略并尝试请求
+        for strategy_name, target_url, request_params in strategies:
+            logger.debug(f"GitHub 尝试使用策略 {strategy_name} 访问 {target_url}")
+
+            try:
+                res = RequestUtils(**request_params).get_res(url=target_url, raise_exception=True)
+                logger.debug(f"GitHub 策略 {strategy_name} 访问成功，URL: {target_url}")
+                return res
+            except Exception as e:
+                logger.error(f"GitHub 策略 {strategy_name} 访问失败，URL: {target_url}，错误信息：{str(e)}")
+
+        logger.error(f"所有GitHub策略访问 {url} 均失败")
+        return None
diff --git a/app/utils/system.py b/app/utils/system.py
index 27666e96..e0cb0e1d 100644
--- a/app/utils/system.py
+++ b/app/utils/system.py
@@ -3,6 +3,7 @@ import os
 import platform
 import re
 import shutil
+import subprocess
 import sys
 from pathlib import Path
 from typing import List, Union, Tuple, Optional
@@ -27,6 +28,27 @@ class SystemUtils:
             print(str(err))
             return ""
 
+    @staticmethod
+    def execute_with_subprocess(pip_command: list) -> Tuple[bool, str]:
+        """
+        执行命令并捕获标准输出和错误输出，记录日志。
+
+        :param pip_command: 要执行的命令，以列表形式提供
+        :return: (命令是否成功, 输出信息或错误信息)
+        """
+        try:
+            # 使用 subprocess.run 捕获标准输出和标准错误
+            result = subprocess.run(pip_command, check=True, text=True, stdout=subprocess.PIPE, stderr=subprocess.PIPE)
+            # 合并 stdout 和 stderr
+            output = result.stdout + result.stderr
+            return True, output
+        except subprocess.CalledProcessError as e:
+            error_message = f"命令：{' '.join(pip_command)}，执行失败，错误信息：{e.stderr.strip()}"
+            return False, error_message
+        except Exception as e:
+            error_message = f"未知错误，命令：{' '.join(pip_command)}，错误：{str(e)}"
+            return False, error_message
+
     @staticmethod
     def is_docker() -> bool:
         """