diff --git a/.github/workflows/ci_cd.yml b/.github/workflows/ci_cd.yml
index 59d16ad5..5c6aef2d 100644
--- a/.github/workflows/ci_cd.yml
+++ b/.github/workflows/ci_cd.yml
@@ -24,12 +24,38 @@ jobs:
         run: |
           apt update
           export DEBIAN_FRONTEND=noninteractive
-          apt install -yq krb5-user lsb_release
+          apt install -yq krb5-user
 
-      - uses: ansys/actions/code-style@v5.1
-        with:
-          skip-install: false
-          python-version: "3.10"
+      - name: "Create virtual environment"
+        shell: bash
+        run: |
+          python -m pip install --upgrade pip poetry
+          python -m venv .venv
+
+      - name: "Install project (if required)"
+        if: inputs.skip-install == 'false'
+        shell: bash
+        run: |
+          source .venv/bin/activate
+          python -m poetry install
+
+      - name: "Install pre-commit"
+        shell: bash
+        run: |
+          source .venv/bin/activate
+          python -m pip install pre-commit
+          pre-commit install
+
+      - name: "Run pre-commit"
+        shell: bash
+        run: |
+          source .venv/bin/activate
+          pre-commit run --all-files --show-diff-on-failure
+
+#      - uses: ansys/actions/code-style@v5.1
+#        with:
+#          skip-install: false
+#          python-version: "3.10"
 
   docs-style:
     name: Documentation Style Check