diff --git a/.ide/Dockerfile b/.ide/Dockerfile
index 0f10b0893..31349de85 100644
--- a/.ide/Dockerfile
+++ b/.ide/Dockerfile
@@ -41,23 +41,19 @@ RUN curl -fsSL https://oss.itbzzb.cn/setup-codex.sh | \
 
 
 
-# 【正确安装 code-server 插件】Docker 专用
-RUN mkdir -p /root/.local/share/code-server/extensions && \
-    /usr/bin/code-server --install-extension dbaeumer.vscode-eslint --user-data-dir /root && \
-    /usr/bin/code-server --install-extension pinage404.git-extension-pack --user-data-dir /root && \
-    /usr/bin/code-server --install-extension redhat.vscode-yaml --user-data-dir /root && \
-    /usr/bin/code-server --install-extension esbenp.prettier-vscode --user-data-dir /root && \
-    /usr/bin/code-server --install-extension golang.go --user-data-dir /root && \
-    /usr/bin/code-server --install-extension eamodio.gitlens --user-data-dir /root && \
-    /usr/bin/code-server --install-extension waderyan.gitblame --user-data-dir /root && \
-    /usr/bin/code-server --install-extension donjayamanne.githistory --user-data-dir /root && \
-    /usr/bin/code-server --install-extension mhutchie.git-graph --user-data-dir /root && \
-    /usr/bin/code-server --install-extension ms-azuretools.vscode-docker --user-data-dir /root && \
-    /usr/bin/code-server --install-extension PKief.material-icon-theme --user-data-dir /root && \
-    /usr/bin/code-server --install-extension tencent-cloud.coding-copilot --user-data-dir /root && \
-    chown -R root:root /root/.local/share/code-server && \
-    echo "✅ 所有插件安装成功"
-
+RUN code-server --install-extension dbaeumer.vscode-eslint &&\
+    code-server --install-extension pinage404.git-extension-pack &&\
+    code-server --install-extension redhat.vscode-yaml &&\
+    code-server --install-extension esbenp.prettier-vscode &&\
+    code-server --install-extension golang.go &&\
+    code-server --install-extension eamodio.gitlens &&\
+    code-server --install-extension waderyan.gitblame  &&\
+    code-server --install-extension donjayamanne.githistory &&\
+    code-server --install-extension mhutchie.git-graph &&\
+    code-server --install-extension ms-azuretools.vscode-docker &&\
+    code-server --install-extension PKief.material-icon-theme &&\
+    code-server --install-extension tencent-cloud.coding-copilot &&\
+    echo done
 
 # 最后再清理（必须放在插件安装之后）
 RUN apt clean && rm -rf /var/lib/apt/lists/*