diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index e34cfbe..936e92d 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -1,67 +1,18 @@
-name: Build, Release, and Publish
+name: Publish Python 🐍 distribution 📦 to PyPI and TestPyPI
 
 on:
   workflow_dispatch:
 
-permissions:
-  contents: write
-  packages: write
-
 jobs:
   build:
+    name: Build distribution 📦
     runs-on: ubuntu-latest
 
     steps:
       - name: Checkout repository
         uses: actions/checkout@v4
         with:
-          fetch-depth: 0 # Shallow clones should be disabled for a better release experience
-
-      - name: Extract Current Version Number
-        id: extract_current_version
-        run: |
-          CURRENT_VERSION=$(grep '__version__' src/pystatpower/__init__.py | cut -d '"' -f 2)
-          echo "CURRENT_VERSION=$CURRENT_VERSION" >> $GITHUB_OUTPUT
-
-      - name: Get Previous Version Number
-        id: get_previous_version
-        run: |
-          PREVIOUS_VERSION=$(git describe --tags --abbrev=0 2>/dev/null || echo "0.0.0")
-          PREVIOUS_VERSION=$(echo "$PREVIOUS_VERSION" | xargs)  # 去除可能的空格
-          echo "PREVIOUS_VERSION=$PREVIOUS_VERSION" >> $GITHUB_OUTPUT
-
-      - name: Compare Versions
-        id: compare_versions
-        run: |
-          CURRENT_VERSION="${{ steps.extract_current_version.outputs.CURRENT_VERSION }}"
-          PREVIOUS_VERSION="${{ steps.get_previous_version.outputs.PREVIOUS_VERSION }}"
-          python - <<EOF
-          import sys
-          from packaging import version
-
-          try:
-              current_version = version.parse("${CURRENT_VERSION}")
-              previous_version = version.parse("${PREVIOUS_VERSION}")
-
-              if current_version > previous_version:
-                  print(f"Version increased from {previous_version} to {current_version}. Continuing the workflow.")
-              else:
-                  print(f"Version did not increase. Stopping the workflow.")
-                  sys.exit(1)
-          except Exception as e:
-              print(f"Error comparing versions: {e}")
-              sys.exit(1)
-          EOF
-
-      - name: Determine Release Type
-        id: determine_release_type
-        run: |
-          VERSION="${{ steps.extract_current_version.outputs.CURRENT_VERSION }}"
-          if [[ "$VERSION" =~ [abrc] ]]; then
-            echo "IS_PRERELEASE=true" >> $GITHUB_OUTPUT
-          else
-            echo "IS_PRERELEASE=false" >> $GITHUB_OUTPUT
-          fi
+          fetch-depth: 0
 
       - name: Set up Python
         uses: actions/setup-python@v5
@@ -76,54 +27,28 @@ jobs:
       - name: Build package
         run: python -m build
 
-      - name: Upload distribution
+      - name: Upload the distribution packages
         uses: actions/upload-artifact@v4
         with:
           name: distribution
-          path: dist/*
-
-      - name: Create Tag
-        run: |
-          git config --local user.name "github-actions[bot]"
-          git config --local user.email "github-actions[bot]@users.noreply.github.com"
-          git tag ${{ steps.extract_current_version.outputs.CURRENT_VERSION }}
-          git push origin ${{ steps.extract_current_version.outputs.CURRENT_VERSION }}
-
-      - name: Create Release
-        id: create_release
-        uses: actions/create-release@v1
-        env:
-          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-        with:
-          tag_name: ${{ steps.extract_current_version.outputs.CURRENT_VERSION }}
-          release_name: ${{ steps.extract_current_version.outputs.CURRENT_VERSION }}
-          draft: false
-          prerelease: ${{ steps.determine_release_type.outputs.IS_PRERELEASE }}
+          path: dist/
 
-      - name: Upload Release Asset
-        uses: actions/upload-release-asset@v1
-        env:
-          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-        with:
-          upload_url: ${{ steps.create_release.outputs.upload_url }}
-          asset_path: dist/pystatpower-${{ steps.extract_current_version.outputs.CURRENT_VERSION }}.tar.gz
-          asset_name: ${{ steps.extract_current_version.outputs.CURRENT_VERSION }}.tar.gz
-          asset_content_type: application/gzip
-
-  pypi-publish:
+  publish-to-pypi:
+    name: Publish Python 🐍 distribution 📦 to PyPI
+    if: startsWith(github.ref, 'refs/tags/')
+    needs:
+      - build
     runs-on: ubuntu-latest
-    needs: build
     environment:
       name: release
       url: https://pypi.org/p/pystatpower
     permissions:
-      id-token: write # IMPORTANT: this permission is mandatory for trusted publishing
+      id-token: write # IMPORTANT: mandatory for trusted publishing
     steps:
-      - name: Download distribution
+      - name: Download all the dists
         uses: actions/download-artifact@v4
         with:
-          name: distribution
-          path: dist
-
-      - name: Publish package distributions to PyPI
-        uses: pypa/gh-action-pypi-publish@v1.10.1
+          name: python-package-distributions
+          path: dist/
+      - name: Publish distribution 📦 to PyPI
+        uses: pypa/gh-action-pypi-publish@release/v1