diff --git a/.github/workflows/publish-appimage.yml b/.github/workflows/publish-appimage.yml
index 3f7abff5..ab3f7cf3 100644
--- a/.github/workflows/publish-appimage.yml
+++ b/.github/workflows/publish-appimage.yml
@@ -23,7 +23,6 @@ jobs:
           sudo apt-get install -yqq --no-install-recommends \
             audacious-dev \
             cmake \
-            docbook2x \
             gawk \
             lcov \
             libaudclient-dev \
@@ -50,7 +49,11 @@ jobs:
             libxml2-dev \
             libxmmsclient-dev \
             libxnvctrl-dev \
-            ncurses-dev
+            ncurses-dev \
+            pandoc \
+            python3 \
+            &&
+            pip3 install --upgrade pyyaml
       - name: Checkout
         uses: actions/checkout@v3
       - name: Import GPG Deploy Key
@@ -69,6 +72,11 @@ jobs:
         with:
           name: conky-x86_64.AppImage.sha256
           path: conky-x86_64.AppImage.sha256
+      - name: Upload man page artifact
+        uses: actions/upload-artifact@v3
+        with:
+          name: conky.1
+          path: conky.1
       - name: Create Conky Release
         id: create_release
         uses: softprops/action-gh-release@v1
@@ -81,3 +89,4 @@ jobs:
           files: |
             conky-x86_64.AppImage
             conky-x86_64.AppImage.sha256
+            conky.1
diff --git a/appimage/build.sh b/appimage/build.sh
index c4818b52..3716bfc0 100755
--- a/appimage/build.sh
+++ b/appimage/build.sh
@@ -34,6 +34,7 @@ cmake                                  \
   -DCMAKE_BUILD_TYPE=RelWithDebInfo    \
   -DRELEASE=ON                         \
   -DBUILD_AUDACIOUS=ON                 \
+  -DBUILD_DOCS=ON                      \
   -DBUILD_HTTP=ON                      \
   -DBUILD_ICAL=ON                      \
   -DBUILD_ICONV=ON                     \
@@ -80,3 +81,6 @@ do
 done
 
 mv conky*.AppImage* "$OLD_CWD"
+
+# Copy the latest man page, which will be attached to releases
+mv doc/conky.1 "$OLD_CWD"