diff --git a/.github/workflows/docker.yml b/.github/workflows/docker.yml
new file mode 100644
index 00000000..dec252b2
--- /dev/null
+++ b/.github/workflows/docker.yml
@@ -0,0 +1,51 @@
+name: Publish Docker Image
+on:
+  push:
+    branches:
+      - dev
+    tags:
+      - '*'
+jobs:
+
+  build:
+    name: Build
+    runs-on: ubuntu-latest
+    steps:
+
+      - name: Check out code into the Go module directory
+        uses: actions/checkout@v2
+
+      - name: Set up docker buildx
+        id: buildx
+        uses: crazy-max/ghaction-docker-buildx@v2
+        with:
+          buildx-version: latest
+          skip-cache: false
+          qemu-version: latest
+
+      - name: Docker login
+        env:
+          DOCKER_USERNAME: ${{ secrets.DOCKER_USERNAME }}
+          DOCKER_PASSWORD: ${{ secrets.DOCKER_PASSWORD }}
+        run: |
+          echo "${DOCKER_PASSWORD}" | docker login --username "${DOCKER_USERNAME}" --password-stdin
+      
+      - name: Docker buildx image and push on dev branch
+        if: github.ref == 'refs/heads/dev'
+        run: |
+          docker buildx build --output "type=image,push=true" --platform=linux/amd64,linux/arm/v7,linux/arm64 --tag dreamacro/clash:dev .
+
+      - name: Replace tag without `v`
+        if: startsWith(github.ref, 'refs/tags/')
+        uses: actions/github-script@v1
+        id: version
+        with:
+          script: |
+            return context.payload.ref.replace(/\/refs\/tags\//v, '')
+          result-encoding: string
+
+      - name: Docker buildx image and push on release
+        if: startsWith(github.ref, 'refs/tags/')
+        run: |
+          docker buildx build --output "type=image,push=true" --platform=linux/amd64,linux/arm/v7,linux/arm64 --tag dreamacro/clash:${{steps.version.outputs.result}} .
+          docker buildx build --output "type=image,push=true" --platform=linux/amd64,linux/arm/v7,linux/arm64 --tag dreamacro/clash:latest .
diff --git a/.github/workflows/go.yml b/.github/workflows/go.yml
index 1fd7f402..33aaded3 100644
--- a/.github/workflows/go.yml
+++ b/.github/workflows/go.yml
@@ -7,15 +7,15 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Setup Go
-        uses: actions/setup-go@v1
+        uses: actions/setup-go@v2
         with:
           go-version: 1.14.x
 
       - name: Check out code into the Go module directory
-        uses: actions/checkout@v1
-      
+        uses: actions/checkout@v2
+
       - name: Cache go module
-        uses: actions/cache@v1
+        uses: actions/cache@v2
         with:
           path: ~/go/pkg/mod
           key: ${{ runner.os }}-go-${{ hashFiles('**/go.sum') }}