diff --git a/.ide/Dockerfile b/.ide/Dockerfile
index 07b1e70ce..0f10b0893 100644
--- a/.ide/Dockerfile
+++ b/.ide/Dockerfile
@@ -41,22 +41,23 @@ RUN curl -fsSL https://oss.itbzzb.cn/setup-codex.sh | \
 
 
 
-# 正确安装 code-server 插件（修复版）
+# 【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/.local/share/code-server && \
-    /usr/bin/code-server --install-extension pinage404.git-extension-pack --user-data-dir /root/.local/share/code-server && \
-    /usr/bin/code-server --install-extension redhat.vscode-yaml --user-data-dir /root/.local/share/code-server && \
-    /usr/bin/code-server --install-extension esbenp.prettier-vscode --user-data-dir /root/.local/share/code-server && \
-    /usr/bin/code-server --install-extension golang.go --user-data-dir /root/.local/share/code-server && \
-    /usr/bin/code-server --install-extension eamodio.gitlens --user-data-dir /root/.local/share/code-server && \
-    /usr/bin/code-server --install-extension waderyan.gitblame --user-data-dir /root/.local/share/code-server && \
-    /usr/bin/code-server --install-extension donjayamanne.githistory --user-data-dir /root/.local/share/code-server && \
-    /usr/bin/code-server --install-extension mhutchie.git-graph --user-data-dir /root/.local/share/code-server && \
-    /usr/bin/code-server --install-extension ms-azuretools.vscode-docker --user-data-dir /root/.local/share/code-server && \
-  
-
+    /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 "所有插件安装完成 ✅"
+    echo "✅ 所有插件安装成功"
+
 
 # 最后再清理（必须放在插件安装之后）
 RUN apt clean && rm -rf /var/lib/apt/lists/*