diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
new file mode 100644
index 0000000..149d453
--- /dev/null
+++ b/.github/workflows/ci.yml
@@ -0,0 +1,52 @@
+name: Docker images
+
+on:
+  workflow_dispatch:
+    inputs:
+      base_image_tags:
+        description: |
+          List of image tags of the mcdreforged/mcdreforged image for the workflow to build as the base images, separated with ",".
+          For example: "1.2.3,1.2.3-slim,1.2.3-py3.11,1.2.3-py3.11-slim"
+        type: string
+        required: true
+
+jobs:
+  build_matrix:
+    name: Build matrix from input
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: Build matrix
+        id: matrix
+        uses: actions/github-script@v7
+        with:
+          script: |
+            let matrix = {'include': []}
+            let summary = core.summary.addHeading('Input tags', true).addRaw('```', true)
+            
+            let tags = process.env.BASE_IMAGE_TAGS.split(',')
+            tags.filter(tag => tag !== '').forEach(tag => {
+               matrix.include.push({'base_image_tag': tag})
+               summary.addRaw(tag, true)
+            })
+            
+            console.log(`matrix:`)
+            console.log(JSON.stringify(matrix, null, 2))
+            core.setOutput('matrix', JSON.stringify(matrix))
+            summary.addRaw('```', true).write()
+
+        env:
+          BASE_IMAGE_TAGS: ${{ inputs.base_image_tags }}
+
+    outputs:
+      matrix: ${{ steps.matrix.outputs.matrix }}
+
+  images:
+    needs: build_matrix
+    strategy:
+      matrix: ${{ fromJson(needs.build_matrix.outputs.matrix) }}
+
+    uses: ./.github/workflows/image_derivatives.yml
+    secrets: inherit
+    with:
+      source_tag: ${{ matrix.base_image_tag }}
diff --git a/.github/workflows/image_all.yml b/.github/workflows/image_all.yml
deleted file mode 100644
index a4ecf00..0000000
--- a/.github/workflows/image_all.yml
+++ /dev/null
@@ -1,35 +0,0 @@
-name: Docker images
-
-on:
-  push:
-    branches:
-      - noop  # XXX
-    tags:
-      - 'v*'
-
-jobs:
-  base:
-    uses: ./.github/workflows/image_one.yml
-    secrets: inherit
-    with:
-      dockerfile_name: Dockerfile-base
-      build_args: ''
-      image_name: mcdreforged/mcdreforged
-      tag_suffix: ''
-
-  openjdk:
-    needs: base
-    strategy:
-      matrix:
-        java: ['8', '11', '17', '21']
-        distribution: ['temurin', 'zulu', 'liberica']
-
-    uses: ./.github/workflows/image_one.yml
-    secrets: inherit
-    with:
-      dockerfile_name: Dockerfile-${{ matrix.distribution }}
-      build_args: |-
-        BASE_IMAGE=mcdreforged/mcdreforged@${{ needs.base.outputs.digest }}
-        JAVA=${{ matrix.java }}
-      image_name: mcdreforged/mcdreforged-${{ matrix.distribution }}
-      tag_suffix: -${{ matrix.java }}
diff --git a/.github/workflows/image_derivatives.yml b/.github/workflows/image_derivatives.yml
new file mode 100644
index 0000000..d7d96ad
--- /dev/null
+++ b/.github/workflows/image_derivatives.yml
@@ -0,0 +1,48 @@
+name: step.image_derivatives
+
+# image input: "mcdreforged/mcdreforged:<source_tag>"
+# These images will be built:
+#   mcdreforged/mcdreforged-extra:<source_tag>
+#   mcdreforged/mcdreforged-<jdk_distribution>:<source_tag>
+#   mcdreforged/mcdreforged-<jdk_distribution>:<source_tag>-extra
+#   mcdreforged/mcdreforged-<jdk_distribution>:<source_tag>-jdk<java>
+#   mcdreforged/mcdreforged-<jdk_distribution>:<source_tag>-jdk<java>-extra
+on:
+  workflow_call:
+    inputs:
+      source_tag:
+        type: string
+        required: true
+
+jobs:
+  extra:
+    uses: ./.github/workflows/image_one.yml
+    secrets: inherit
+    with:
+      dockerfile_name: Dockerfile-base
+      build_args: |-
+        BASE_IMAGE=mcdreforged/mcdreforged:${{ inputs.source_tag }}
+      image_name: mcdreforged/mcdreforged-extra
+      image_tags: ${{ inputs.source_tag }}
+
+  openjdk:
+    needs: extra
+    strategy:
+      matrix:
+        java: ['8', '11', '17', '21']
+        distribution: ['temurin', 'zulu', 'liberica']
+        extra: ['false', 'true']
+
+    uses: ./.github/workflows/image_one.yml
+    secrets: inherit
+    with:
+      dockerfile_name: Dockerfile-${{ matrix.distribution }}
+      build_args: |-
+        BASE_IMAGE=mcdreforged/${{ matrix.extra == 'true' && 'mcdreforged-extra' || 'mcdreforged' }}:${{ inputs.source_tag }}
+        JAVA=${{ matrix.java }}
+      image_name: mcdreforged/mcdreforged-${{ matrix.distribution }}
+      image_tags: |-
+        type=raw,value=${{ inputs.source_tag }},enable=${{ matrix.extra == 'false' && matrix.java == '17' }}
+        type=raw,value=${{ inputs.source_tag }}-extra,enable=${{ matrix.extra == 'true' && matrix.java == '17' }}
+        type=raw,value=${{ inputs.source_tag }}-jdk${{ matrix.java }},enable=${{ matrix.extra == 'false' }}
+        type=raw,value=${{ inputs.source_tag }}-jdk${{ matrix.java }}-extra,enable=${{ matrix.extra == 'true' }}
diff --git a/.github/workflows/image_one.yml b/.github/workflows/image_one.yml
index b173cbc..cbab523 100644
--- a/.github/workflows/image_one.yml
+++ b/.github/workflows/image_one.yml
@@ -12,7 +12,7 @@ on:
       image_name:
         type: string
         required: true
-      tag_suffix:
+      image_tags:
         type: string
         required: true
     outputs:
@@ -49,20 +49,15 @@ jobs:
         uses: docker/metadata-action@v4
         with:
           images: ${{ inputs.image_name }}
-          tags: |
-            type=ref,event=branch
-            type=semver,pattern={{version}}
-            type=semver,pattern={{major}}.{{minor}}
-          flavor:
-            suffix=${{ inputs.tag_suffix }},onlatest=false
+          tags: ${{ inputs.image_tags }}
 
       - name: Build and push
         id: build
         uses: docker/build-push-action@v5
         with:
           platforms: linux/amd64
-          file: docker/${{ inputs.dockerfile_name }}
-          context: docker
+          file: src/${{ inputs.dockerfile_name }}
+          context: src
           push: ${{ github.event_name != 'pull_request' }}
           tags: ${{ steps.meta.outputs.tags }}
           labels: ${{ steps.meta.outputs.labels }}
diff --git a/README.md b/README.md
index 49d982b..9e20476 100644
--- a/README.md
+++ b/README.md
@@ -30,23 +30,29 @@ Images with openjdk (`-extra` means with extra packages)
 
 ```bash
 mcdreforged/mcdreforged-temurin:latest
-mcdreforged/mcdreforged-temurin:latest-jdk17
 mcdreforged/mcdreforged-temurin:latest-extra
+mcdreforged/mcdreforged-temurin:latest-jdk17
 mcdreforged/mcdreforged-temurin:latest-jdk17-extra
 mcdreforged/mcdreforged-temurin:latest-slim
-mcdreforged/mcdreforged-temurin:latest-slim-jdk17
 mcdreforged/mcdreforged-temurin:latest-slim-extra
+mcdreforged/mcdreforged-temurin:latest-slim-jdk17
 mcdreforged/mcdreforged-temurin:latest-slim-jdk17-extra
+
 mcdreforged/mcdreforged-temurin:2.13.0
+mcdreforged/mcdreforged-temurin:2.13.0-extra
 mcdreforged/mcdreforged-temurin:2.13.0-jdk17
+mcdreforged/mcdreforged-temurin:2.13.0-jdk17-extra
 mcdreforged/mcdreforged-temurin:2.13.0-slim
+mcdreforged/mcdreforged-temurin:2.13.0-slim-extra
 mcdreforged/mcdreforged-temurin:2.13.0-slim-jdk17
+mcdreforged/mcdreforged-temurin:2.13.0-slim-jdk17-extra
+
 mcdreforged/mcdreforged-temurin:2.13.0-py3.11
-mcdreforged/mcdreforged-temurin:2.13.0-py3.11-jdk17
-mcdreforged/mcdreforged-temurin:2.13.0-py3.11-slim
-mcdreforged/mcdreforged-temurin:2.13.0-py3.11-slim-jdk17
 mcdreforged/mcdreforged-temurin:2.13.0-py3.11-extra
+mcdreforged/mcdreforged-temurin:2.13.0-py3.11-jdk17
 mcdreforged/mcdreforged-temurin:2.13.0-py3.11-jdk17-extra
+mcdreforged/mcdreforged-temurin:2.13.0-py3.11-slim
 mcdreforged/mcdreforged-temurin:2.13.0-py3.11-slim-extra
+mcdreforged/mcdreforged-temurin:2.13.0-py3.11-slim-jdk17
 mcdreforged/mcdreforged-temurin:2.13.0-py3.11-slim-jdk17-extra
 ```
diff --git a/build.sh b/build.sh
deleted file mode 100644
index cecd72c..0000000
--- a/build.sh
+++ /dev/null
@@ -1,27 +0,0 @@
-#/bin/sh
-set -e
-
-VERSION=test
-JAVA=17
-BASE_IMAGE=mcdreforged/mcdreforged:${VERSION}
-
-if [ "$SLIM" == "true" ]; then
-  SUFFIX="-slim"
-elif [ "$FULL" == "true" ]; then
-  SUFFIX="-full"
-else
-  SUFFIX=""
-fi
-
-docker build . -f Dockerfile-base --progress=plain \
-  --build-arg "MCDR=${MCDR:-latest}" \
-  --build-arg "SLIM=${SLIM:-false}" \
-  --build-arg "FULL=${FULL:-false}" \
-  -t "${BASE_IMAGE}${SUFFIX}"
-exit 0
-for distribution in temurin zulu liberica; do
-  docker build . -f "Dockerfile-${distribution}" \
-    --build-arg "BASE_IMAGE=${BASE_IMAGE}${SUFFIX}" \
-    --build-arg "JAVA=${JAVA}" \
-    -t "mcdreforged/mcdreforged-${distribution}:${VERSION}-${JAVA}${SUFFIX}"
-done
diff --git a/src/Dockerfile-extra b/src/Dockerfile-extra
index aafc13a..a8a38c8 100644
--- a/src/Dockerfile-extra
+++ b/src/Dockerfile-extra
@@ -1,20 +1,15 @@
-ARG BASE_IMAGE_TAG
-FROM mcdreforged/mcdreforged:${BASE_IMAGE_TAG}
-
-ARG MCDR=latest
-ARG SLIM=false
-ARG FULL=false
+ARG BASE_IMAGE
+FROM ${BASE_IMAGE}
 
 COPY requirements_common.txt /
 
-# Python packages and and MCDR
 RUN <<EOT
 set -e
 # disable the pip config temporary to install packages to the global storage
 export PIP_CONFIG_FILE=/dev/null
 
+pip freeze | grep mcdreforged >> /requirements_common.txt
 pip3 install -r /requirements_common.txt
-pip3 install mcdreforged==${MCDR_VERSION}
 
 rm -f /requirements_common.txt
 pip3 cache purge