diff --git a/.gitea/workflows/devstar-studio-e2e.yaml b/.gitea/workflows/devstar-studio-e2e.yaml
index 417622ad5f..12bb79f161 100644
--- a/.gitea/workflows/devstar-studio-e2e.yaml
+++ b/.gitea/workflows/devstar-studio-e2e.yaml
@@ -21,8 +21,26 @@ jobs:
       - name: 2. Deploy DevStar Container
         run: |
           echo "===== 2. 正在启动容器... ====="
+          
+
+          # 说明：install.sh 默认使用宿主机路径 (~/devstar_data) 挂载。
+          # 在 CI 环境中，这会导致严重的权限问题 (Permission Denied)。
+          # 解决方案：动态修改脚本副本，强制将其替换为 Docker 命名卷 (Named Volume)。
+          # 这种修改仅在本次 CI 运行中生效，不会影响源码仓库。
+          
+          echo "Patching install.sh to use Docker Volumes instead of Host Paths..."
+          sed -i 's|~/devstar_data|devstar_data_vol|g' public/assets/install.sh
+          echo "🔍 Verifying patch:"
+          grep "docker run" public/assets/install.sh | grep "devstar_data_vol" || echo "::warning:: Patch might have failed!"
+          
+          # -------------------------------------------------------
+          
+          # 启动 (此时使用的是修改后的脚本副本)
           public/assets/install.sh start --image=devstar-studio:latest
           
+          echo "===== 容器状态 ====="
+          docker ps -a
+          
       - name: 2.5. Create Report Directory
         run: |
           echo "===== 2.5. 正在创建报告目录... ====="