diff --git a/doc-style/action.yml b/doc-style/action.yml
index c8af8f5b4..5b33192ca 100644
--- a/doc-style/action.yml
+++ b/doc-style/action.yml
@@ -55,6 +55,20 @@ inputs:
     required: false
     type: string
 
+  toml-version:
+    description: >
+      Toml version used for retrieving the towncrier directory.
+    default: '0.10.2'
+    required: false
+    type: string
+
+  ignore-changelogd:
+    description: >
+      Whether or not to ignore markdown files in doc/changelog.d/.
+    default: true
+    required: false
+    type: bool
+
   checkout:
       description: >
         Whether to clone the repository in the CI/CD machine. Default value is
@@ -108,6 +122,44 @@ runs:
           fi
         fi
 
+    - name: "Install toml"
+      shell: bash
+      run: |
+        python -m pip install --upgrade pip toml==${{ inputs.toml-version }}
+
+    - name: "Get towncrier directory"
+      shell: python
+      run: |
+        import os
+        import toml
+
+        # Load pyproject.toml
+        with open('pyproject.toml', 'r') as f:
+            config = toml.load(f)
+            try:
+                # Get towncrier directory
+                directory=config["tool"]["towncrier"]["directory"]
+            except KeyError:
+                # If towncrier directory isn't specified in pyproject.toml
+                directory=""
+
+        # Get the GITHUB_ENV variable
+        github_env = os.getenv('GITHUB_ENV')
+
+        # Append the TOWNCRIER_DIR with its value to GITHUB_ENV
+        with open(github_env, "a") as f:
+            f.write(f"TOWNCRIER_DIR={directory}")
+
+    - name: "Check if changelog.d is ignored"
+      shell: bash
+      run: |
+        # If changelog.d is ignored and the TOWNCRIER_DIR exists in pyproject.toml, add the ignore glob
+        if [[ ${{ inputs.ignore-changelogd }} == 'true' ]] && [[ -n "${{ env.TOWNCRIER_DIR }}" ]]; then
+          echo VALE_FLAGS="--config=${{ inputs.vale-config }} --glob=!${{ env.TOWNCRIER_DIR }}/*.md" >> $GITHUB_ENV
+        else
+          echo VALE_FLAGS="--config=${{ inputs.vale-config }}" >> $GITHUB_ENV
+        fi
+
     - name: "Run Vale"
       uses: errata-ai/vale-action@reviewdog
       env:
@@ -118,5 +170,5 @@ runs:
         level: error
         filter_mode: nofilter
         fail_on_error: true
-        vale_flags: "--config=${{ inputs.vale-config }}"
+        vale_flags: "${{ ENV.VALE_FLAGS }}"
         version: ${{ inputs.vale-version }}
diff --git a/doc/source/style-actions/index.rst b/doc/source/style-actions/index.rst
index 4d0979971..2d8d2cea6 100644
--- a/doc/source/style-actions/index.rst
+++ b/doc/source/style-actions/index.rst
@@ -1,112 +1,112 @@
-Style actions
-=============
-Style actions verify code and documentation quality compliance
-with PyAnsys guidelines.
-
-
-Code style action
------------------
-
-.. jinja:: code-style
-
-    {{ description }}
-
-    {{ inputs_table }}
-
-    Examples
-    ++++++++
-
-    {% for filename, title in examples %}
-    .. dropdown:: {{ title }}
-       :animate: fade-in
-
-       .. literalinclude:: examples/{{ filename }}
-          :language: yaml
-
-    {% endfor %}
-
-
-Doc style action
-----------------
-
-.. jinja:: doc-style
-
-    {{ description }}
-
-    {{ inputs_table }}
-
-    Examples
-    ++++++++
-
-    {% for filename, title in examples %}
-    .. dropdown:: {{ title }}
-       :animate: fade-in
-
-       .. literalinclude:: examples/{{ filename }}
-          :language: yaml
-
-    {% endfor %}
-
-
-Docker style action
--------------------
-
-.. jinja:: docker-style
-
-    {{ description }}
-
-    {{ inputs_table }}
-
-    Examples
-    ++++++++
-
-    {% for filename, title in examples %}
-    .. dropdown:: {{ title }}
-       :animate: fade-in
-
-       .. literalinclude:: examples/{{ filename }}
-          :language: yaml
-
-    {% endfor %}
-
-
-Commit style action
--------------------
-
-.. jinja:: commit-style
-
-    {{ description }}
-
-    {{ inputs_table }}
-
-    Examples
-    ++++++++
-
-    {% for filename, title in examples %}
-    .. dropdown:: {{ title }}
-       :animate: fade-in
-
-       .. literalinclude:: examples/{{ filename }}
-          :language: yaml
-
-    {% endfor %}
-
-
-Branch name style action
-------------------------
-
-.. jinja:: branch-name-style
-
-    {{ description }}
-
-    Examples
-    ++++++++
-
-    {% for filename, title in examples %}
-    .. dropdown:: {{ title }}
-       :animate: fade-in
-
-       .. literalinclude:: examples/{{ filename }}
-          :language: yaml
-
-    {% endfor %}
+Style actions
+=============
+Style actions verify code and documentation quality compliance
+with PyAnsys guidelines.
+
+
+Code style action
+-----------------
+
+.. jinja:: code-style
+
+    {{ description }}
+
+    {{ inputs_table }}
+
+    Examples
+    ++++++++
+
+    {% for filename, title in examples %}
+    .. dropdown:: {{ title }}
+       :animate: fade-in
+
+       .. literalinclude:: examples/{{ filename }}
+          :language: yaml
+
+    {% endfor %}
+
+
+Doc style action
+----------------
+
+.. jinja:: doc-style
+
+    {{ description }}
+
+    {{ inputs_table }}
+
+    Examples
+    ++++++++
+
+    {% for filename, title in examples %}
+    .. dropdown:: {{ title }}
+       :animate: fade-in
+
+       .. literalinclude:: examples/{{ filename }}
+          :language: yaml
+
+    {% endfor %}
+
+
+Docker style action
+-------------------
+
+.. jinja:: docker-style
+
+    {{ description }}
+
+    {{ inputs_table }}
+
+    Examples
+    ++++++++
+
+    {% for filename, title in examples %}
+    .. dropdown:: {{ title }}
+       :animate: fade-in
+
+       .. literalinclude:: examples/{{ filename }}
+          :language: yaml
+
+    {% endfor %}
+
+
+Commit style action
+-------------------
+
+.. jinja:: commit-style
+
+    {{ description }}
+
+    {{ inputs_table }}
+
+    Examples
+    ++++++++
+
+    {% for filename, title in examples %}
+    .. dropdown:: {{ title }}
+       :animate: fade-in
+
+       .. literalinclude:: examples/{{ filename }}
+          :language: yaml
+
+    {% endfor %}
+
+
+Branch name style action
+------------------------
+
+.. jinja:: branch-name-style
+
+    {{ description }}
+
+    Examples
+    ++++++++
+
+    {% for filename, title in examples %}
+    .. dropdown:: {{ title }}
+       :animate: fade-in
+
+       .. literalinclude:: examples/{{ filename }}
+          :language: yaml
+
+    {% endfor %}