diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 3aa0220..49ebedb 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -35,6 +35,8 @@ jobs:
       - name: Install dependencies
         shell: bash
         run: |
+          apt update
+          apt install -y zip
           pip install --upgrade pip
           pip install .
           conda install -c conda-forge -y hub
@@ -44,25 +46,19 @@ jobs:
         shell: bash
         run: |
           set -x
-          ATLAS_DIR=/tmp/atlases
-          CWD=$(pwd)
-          mkdir -p ${ATLAS_DIR}
-          cd ${ATLAS_DIR}
+
+          output_path=/tmp/halfpipe-atlases
+          mkdir -p ${output_path}
+          cd ${output_path}
           halfpipe-atlases-build
-          cd ${CWD}
-          echo "::set-output name=atlas_dir::${ATLAS_DIR}"
 
-      - name: Create release
-        shell: bash
-        env:
-          ATLAS_DIR: ${{ steps.build_atlases.outputs.atlas_dir }}
-          GITHUB_REF: ${{ github.ref }}
-          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} # This token is provided by Actions
-        run: |
-          set -x
-          ASSETS=()
-          for ASSET in ${ATLAS_DIR}/*; do
-            ASSETS+=("-a" "${ASSET}")
-          done
-          VERSION=$(echo "${GITHUB_REF}" | cut -d '/' -f 3)
-          hub release create "${ASSETS[@]}" -m "Release ${VERSION}" "${VERSION}"
+          zip_path=${output_path}.zip
+          zip ${zip_path} *
+
+          echo "::set-output name=zip_path::${zip_path}"
+
+      - name: Release
+        uses: softprops/action-gh-release@v1
+        if: startsWith(github.ref, 'refs/tags/')
+        with:
+          files: ${{ steps.build_atlases.outputs.zip_path }}