diff --git a/.woodpecker/.woodpecker.yml b/.woodpecker/.woodpecker.yml
index bd4b8fc..f69c655 100644
--- a/.woodpecker/.woodpecker.yml
+++ b/.woodpecker/.woodpecker.yml
@@ -3,52 +3,68 @@ clone:
     image: plugins/git
     depth: 1
 
+# Define a temporary volume for communicating with the DIND service.
+.dockervol: &dockervol
+  volumes:
+    - /var/run/docker.sock:/var/run/docker.sock
+
 variables:
-  - &image 'debian:latest'
   - &secrets
     - GITEA_URL
     - ACCESS_TOKEN
     - GITHUB_TOKEN
-  - &setup 'apt-get update -q && apt-get install -yq curl jq wget'
   - &setup_script 'wget https://raw.githubusercontent.com/maxkratz/github2gitea-mirror/master/github2gitea-mirror'
+  - &docker_registry staging.forgejo.dev
+  - &docker_image staging.forgejo.dev/${CI_REPO_OWNER}/${CI_REPO_NAME}:latest
 
 pipeline:
-  github-personal:
-    image: *image
+  publish-docker-image:
+    # Uses a custom DIND job instead of the plugin because of
+    # the dynamic setting of the registry from secrets.
+    image: docker:dind
+    secrets:
+      - DOCKER_PASSWORD
+    commands:
+      - docker login $docker_registry -u ${CI_REPO_OWNER} -p $DOCKER_PASSWORD
+      - docker build -t $docker_image .
+      - docker push $docker_image
+    # Needs 'trusted' privileges
+    <<: *dockervol
+    environment:
+      docker_registry: *docker_registry
+      docker_image: *docker_image
+
+  github-personal:
+    image: *docker_image
     commands:
-      - *setup
       - *setup_script
       - /bin/bash github2gitea-mirror -m user -u maxkratz
     secrets: *secrets
 
-#  github-starred:
-#    image: *image
-#    commands:
-#      - *setup
-#      - *setup_script
-#      - /bin/bash github2gitea-mirror -m star -u maxkratz -o github-starred
-#    secrets: *secrets
+  # github-starred:
+  #   image: *docker_image
+  #   commands:
+  #     - *setup_script
+  #     - /bin/bash github2gitea-mirror -m star -u maxkratz -o github-starred
+  #   secrets: *secrets
 
   hipe-orga:
-    image: *image
+    image: *docker_image
     commands:
-      - *setup
       - *setup_script
       - /bin/bash github2gitea-mirror -m org -o HiPE-DevOps -v public -u maxkratz
     secrets: *secrets
 
   emoflon-orga:
-    image: *image
+    image: *docker_image
     commands:
-      - *setup
       - *setup_script
       - /bin/bash github2gitea-mirror -m org -o eMoflon -v public -u maxkratz
     secrets: *secrets
 
   echtzeitsysteme-orga:
-    image: *image
+    image: *docker_image
     commands:
-      - *setup
       - *setup_script
       - /bin/bash github2gitea-mirror -m org -o Echtzeitsysteme -v public -u maxkratz
     secrets: *secrets
diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..7011a09
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,17 @@
+#
+# Base image
+#
+
+# Use Debian (stable)
+FROM debian:stable
+LABEL maintainer="Max Kratz <account@maxkratz.com>"
+ENV DEBIAN_FRONTEND=noninteractive
+
+# Update and install various packages
+RUN apt-get update -q && apt-get upgrade -yq
+RUN apt-get install -yq curl jq wget
+
+# Remove apt lists (for storage efficiency)
+RUN rm -rf /var/lib/apt/lists/*
+
+CMD ["bash"]