diff --git a/.gitea/workflows/ci.yml b/.gitea/workflows/ci.yml
index 77dfa11..bf1137a 100644
--- a/.gitea/workflows/ci.yml
+++ b/.gitea/workflows/ci.yml
@@ -60,10 +60,20 @@ jobs:
           sudo apt update
           sudo apt install -y docker.io
 
-      - name: 安装 Docker Compose 插件
+      - name: 安装 Docker Compose 插件（手动方式）
         run: |
-          sudo apt-get update
-          sudo apt-get install -y docker-compose-plugin
+          COMPOSE_VERSION=v2.24.7
+          DOCKER_DIR=/usr/lib/docker/cli-plugins
+          sudo mkdir -p $DOCKER_DIR
+
+          # 使用 fastgit.org 下载 Docker Compose 插件
+          sudo curl -L "https://download.fastgit.org/docker/compose/releases/download/v${COMPOSE_VERSION}/docker-compose-linux-$(uname -m)" \
+            -o $DOCKER_DIR/docker-compose
+
+          # 赋予可执行权限
+          sudo chmod +x $DOCKER_DIR/docker-compose
+
+          # 验证安装
           docker compose version
 
       - name: 构建 Docker 镜像