diff --git a/.github/workflows/docker-image.yml b/.github/workflows/docker-image.yml
index 9b736e9d8..26dab7c04 100644
--- a/.github/workflows/docker-image.yml
+++ b/.github/workflows/docker-image.yml
@@ -14,14 +14,134 @@ on:
 
 # Workflow's jobs
 jobs:
-  docker:
+  build-amd64:
+    name: Build AMD64 Image
     runs-on: ubuntu-latest
+    outputs:
+      digest: ${{ steps.build.outputs.digest }}
     steps:
       - name: Check out git repository
         uses: actions/checkout@v4
         with:
           fetch-depth: 0
 
+      # Clone required dependencies
+      - name: Clone maim_message
+        run: git clone https://github.com/MaiM-with-u/maim_message maim_message
+
+      - name: Clone lpmm
+        run: git clone https://github.com/MaiM-with-u/MaiMBot-LPMM.git MaiMBot-LPMM
+
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v3
+        with:
+          buildkitd-flags: --debug
+
+      # Log in docker hub
+      - name: Log in to Docker Hub
+        uses: docker/login-action@v3
+        with:
+          username: ${{ secrets.DOCKERHUB_USERNAME }}
+          password: ${{ secrets.DOCKERHUB_TOKEN }}
+
+      # Generate metadata for Docker images
+      - name: Docker meta
+        id: meta
+        uses: docker/metadata-action@v5
+        with:
+          images: ${{ secrets.DOCKERHUB_USERNAME }}/maibot
+
+      # Build and push AMD64 image by digest
+      - name: Build and push AMD64
+        id: build
+        uses: docker/build-push-action@v5
+        with:
+          context: .
+          platforms: linux/amd64
+          labels: ${{ steps.meta.outputs.labels }}
+          file: ./Dockerfile
+          cache-from: type=registry,ref=${{ secrets.DOCKERHUB_USERNAME }}/maibot:amd64-buildcache
+          cache-to: type=registry,ref=${{ secrets.DOCKERHUB_USERNAME }}/maibot:amd64-buildcache,mode=max
+          outputs: type=image,name=${{ secrets.DOCKERHUB_USERNAME }}/maibot,push-by-digest=true,name-canonical=true,push=true
+          build-args: |
+            BUILD_DATE=$(date -u +'%Y-%m-%dT%H:%M:%SZ')
+            VCS_REF=${{ github.sha }}
+
+  build-arm64:
+    name: Build ARM64 Image
+    runs-on: ubuntu-latest
+    outputs:
+      digest: ${{ steps.build.outputs.digest }}
+    steps:
+      - name: Check out git repository
+        uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+
+      # Clone required dependencies
+      - name: Clone maim_message
+        run: git clone https://github.com/MaiM-with-u/maim_message maim_message
+
+      - name: Clone lpmm
+        run: git clone https://github.com/MaiM-with-u/MaiMBot-LPMM.git MaiMBot-LPMM
+
+      - name: Set up QEMU
+        uses: docker/setup-qemu-action@v3
+        with:
+          platforms: arm64
+
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v3
+        with:
+          buildkitd-flags: --debug
+
+      # Log in docker hub
+      - name: Log in to Docker Hub
+        uses: docker/login-action@v3
+        with:
+          username: ${{ secrets.DOCKERHUB_USERNAME }}
+          password: ${{ secrets.DOCKERHUB_TOKEN }}
+
+      # Generate metadata for Docker images
+      - name: Docker meta
+        id: meta
+        uses: docker/metadata-action@v5
+        with:
+          images: ${{ secrets.DOCKERHUB_USERNAME }}/maibot
+
+      # Build and push ARM64 image by digest
+      - name: Build and push ARM64
+        id: build
+        uses: docker/build-push-action@v5
+        with:
+          context: .
+          platforms: linux/arm64/v8
+          labels: ${{ steps.meta.outputs.labels }}
+          file: ./Dockerfile
+          cache-from: type=registry,ref=${{ secrets.DOCKERHUB_USERNAME }}/maibot:arm64-buildcache
+          cache-to: type=registry,ref=${{ secrets.DOCKERHUB_USERNAME }}/maibot:arm64-buildcache,mode=max
+          outputs: type=image,name=${{ secrets.DOCKERHUB_USERNAME }}/maibot,push-by-digest=true,name-canonical=true,push=true
+          build-args: |
+            BUILD_DATE=$(date -u +'%Y-%m-%dT%H:%M:%SZ')
+            VCS_REF=${{ github.sha }}
+
+  create-manifest:
+    name: Create Multi-Arch Manifest
+    runs-on: ubuntu-latest
+    needs:
+      - build-amd64
+      - build-arm64
+    steps:
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v3
+
+      # Log in docker hub
+      - name: Log in to Docker Hub
+        uses: docker/login-action@v3
+        with:
+          username: ${{ secrets.DOCKERHUB_USERNAME }}
+          password: ${{ secrets.DOCKERHUB_TOKEN }}
+
       # Generate metadata for Docker images
       - name: Docker meta
         id: meta
@@ -37,50 +157,12 @@ jobs:
             type=semver,pattern={{major}}
             type=sha
 
-      # Outputting basic information
-      - name: Print basic information
+      - name: Create and Push Manifest
         run: |
-          echo "Generated tags: ${{ steps.meta.outputs.tags }}"
-          echo "Generated labels: ${{ steps.meta.outputs.labels }}"
-
-      # Clone required dependencies
-      - name: Clone maim_message
-        run: git clone https://github.com/MaiM-with-u/maim_message maim_message
-
-      - name: Clone lpmm
-        run: git clone https://github.com/MaiM-with-u/MaiMBot-LPMM.git MaiMBot-LPMM
-
-      - name: Set up QEMU
-        uses: docker/setup-qemu-action@v3
-        with:
-          platforms: amd64,arm64
-
-      - name: Set up Docker Buildx
-        uses: docker/setup-buildx-action@v3
-        with:
-          buildkitd-flags: --debug
-
-      # Log in docker hub
-      - name: Log in to Docker Hub
-        uses: docker/login-action@v3
-        with:
-          username: ${{ secrets.DOCKERHUB_USERNAME }}
-          password: ${{ secrets.DOCKERHUB_TOKEN }}
-
-      # Packaging and sending to Docker
-      - name: Build and push
-        uses: docker/build-push-action@v5
-        with:
-          context: .
-          push: true
-          platforms: linux/amd64,linux/arm64/v8
-          tags: ${{ steps.meta.outputs.tags }}
-          labels: ${{ steps.meta.outputs.labels }}
-          file: ./Dockerfile
-          cache-from: type=registry,ref=${{ secrets.DOCKERHUB_USERNAME }}/maibot:buildcache
-          cache-to: type=registry,ref=${{ secrets.DOCKERHUB_USERNAME }}/maibot:buildcache,mode=max
-          provenance: true
-          sbom: true
-          build-args: |
-            BUILD_DATE=$(date -u +'%Y-%m-%dT%H:%M:%SZ')
-            VCS_REF=${{ github.sha }}
\ No newline at end of file
+          # 为每个标签创建多架构镜像
+          for tag in $(echo "${{ steps.meta.outputs.tags }}" | tr '\n' ' '); do
+            echo "Creating manifest for $tag"
+            docker buildx imagetools create -t $tag \
+              ${{ secrets.DOCKERHUB_USERNAME }}/maibot@${{ needs.build-amd64.outputs.digest }} \
+              ${{ secrets.DOCKERHUB_USERNAME }}/maibot@${{ needs.build-arm64.outputs.digest }}
+          done
\ No newline at end of file