diff --git a/.github/workflows/build-rs-capi.yml b/.github/workflows/build-rs-capi.yml
index 124dbb2..75281ca 100644
--- a/.github/workflows/build-rs-capi.yml
+++ b/.github/workflows/build-rs-capi.yml
@@ -37,11 +37,17 @@ jobs:
         with:
           fetch-depth: 0  # 获取完整的 git 历史用于生成 changelog
 
-      - name: Set up Docker
+      - name: Set up Docker on macOS
         if: runner.os == 'macOS'
         run: |
-          brew install docker docker-buildx
+          brew install docker docker-buildx colima
           colima start
+          # 配置 docker buildx 插件目录
+          mkdir -p ~/.docker/cli-plugins
+          ln -sfn $(brew --prefix)/opt/docker-buildx/bin/docker-buildx ~/.docker/cli-plugins/docker-buildx
+          # 等待 Docker daemon 启动
+          sleep 10
+          docker context use colima
 
       - name: Set up QEMU
         if: runner.os == 'Linux'