diff --git a/.github/workflows/check-ifdefs.yml b/.github/workflows/check-ifdefs.yml
index 555886423..213bbda21 100644
--- a/.github/workflows/check-ifdefs.yml
+++ b/.github/workflows/check-ifdefs.yml
@@ -21,16 +21,7 @@ jobs:
       - name: Setup Python
         uses: actions/setup-python@v4
         with:
-          python-version: '3.10'
-
-      - name: Cache pip
-        uses: actions/cache@v3
-        with:
-          # this path is specific to Ubuntu
-          path: ~/.cache/pip
-          key: ${{ runner.os }}-pip-${{ hashFiles('**/requirements.txt') }}
-          restore-keys: |
-            ${{ runner.os }}-pip-
+          python-version: '3.11'
 
       - name: Run check-ifdefs
         run: |
diff --git a/.github/workflows/codespell.yml b/.github/workflows/codespell.yml
index 031a8eeb5..232f7d286 100644
--- a/.github/workflows/codespell.yml
+++ b/.github/workflows/codespell.yml
@@ -19,16 +19,8 @@ jobs:
       - name: Setup Python
         uses: actions/setup-python@v4
         with:
-          python-version: '3.10'
-
-      - name: Cache pip
-        uses: actions/cache@v3
-        with:
-          # this path is specific to Ubuntu
-          path: ~/.cache/pip
-          key: ${{ runner.os }}-pip-${{ hashFiles('**/requirements.txt') }}
-          restore-keys: |
-            ${{ runner.os }}-pip-
+          python-version: '3.11'
+          cache: "pip"
 
       - name: Install dependencies
         run: pip install codespell
diff --git a/.github/workflows/docs-test.yml b/.github/workflows/docs-test.yml
index 0fcda7559..14c6f6861 100644
--- a/.github/workflows/docs-test.yml
+++ b/.github/workflows/docs-test.yml
@@ -24,16 +24,8 @@ jobs:
       - name: Setup Python
         uses: actions/setup-python@v4
         with:
-          python-version: '3.10'
-
-      - name: Cache pip
-        uses: actions/cache@v3
-        with:
-          # this path is specific to Ubuntu
-          path: ~/.cache/pip
-          key: ${{ runner.os }}-pip-${{ hashFiles('**/requirements.txt') }}
-          restore-keys: |
-            ${{ runner.os }}-pip-
+          python-version: '3.11'
+          cache: "pip"
 
       - name: Install dependencies
         run: pip install -r ./requirements.txt
diff --git a/.github/workflows/gh-pages.yml b/.github/workflows/gh-pages.yml
index 4286b2bcd..1619c8726 100644
--- a/.github/workflows/gh-pages.yml
+++ b/.github/workflows/gh-pages.yml
@@ -19,24 +19,8 @@ jobs:
       - name: Setup Python
         uses: actions/setup-python@v2
         with:
-          python-version: '3.8'
-
-      - name: Upgrade pip
-        run: |
-          # install pip=>20.1 to use "pip cache dir"
-          python3 -m pip install --upgrade pip
-
-      - name: Get pip cache dir
-        id: pip-cache
-        run: echo "::set-output name=dir::$(pip cache dir)"
-
-      - name: Cache dependencies
-        uses: actions/cache@v1
-        with:
-          path: ${{ steps.pip-cache.outputs.dir }}
-          key: ${{ runner.os }}-pip-${{ hashFiles('**/requirements.txt') }}
-          restore-keys: |
-            ${{ runner.os }}-pip-
+          python-version: '3.11'
+          cache: "pip"
 
       - name: Install dependencies
         run: python3 -m pip install -r ./requirements.txt