diff --git a/.github/workflows/changelogs.yml b/.github/workflows/changelogs.yml
index 4b777dad6cce..ed06298df0e9 100644
--- a/.github/workflows/changelogs.yml
+++ b/.github/workflows/changelogs.yml
@@ -68,6 +68,9 @@ jobs:
         echo
         echo "See https://github.com/uyuni-project/uyuni/wiki/Contributing for a guide to writing changelogs."
         exit 1
+    - id: files
+      name: Get changed files
+      uses: Ana06/get-changed-files@v2.3.0
     - name: Test changelog entries
       env:
         GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
@@ -75,9 +78,8 @@ jobs:
       run: |
         pip install python-bugzilla~=3.2.0
 
-        CHANGED_FILES=$(gh pr diff -R ${{ github.event.pull_request.base.repo.full_name }} \
-            ${{ github.event.pull_request.number }} --name-only)
-        echo $CHANGED_FILES
+        echo "Changed files:"
+        echo ${{ steps.files.outputs.added_modified }}
 
         # Tracker file can be retrieved from the OBS/IBS API
         # by calling 'osc api /issue_trackers/' (with authentication)
@@ -85,7 +87,7 @@ jobs:
             --tracker-file .github/workflows/changelogs/trackers.xml \
             --git-repo uyuni-project/uyuni \
             --pr-number ${{ github.event.pull_request.number }} \
-            $CHANGED_FILES
+            ${{ steps.files.outputs.added_modified }}
 
   # Warns the user if they merged the PR, but the changelog test failed
   warn_user_if_merged:
diff --git a/.github/workflows/changelogs/changelogs.py b/.github/workflows/changelogs/changelogs.py
index 79e40f5def85..ffa5da20bbc6 100644
--- a/.github/workflows/changelogs/changelogs.py
+++ b/.github/workflows/changelogs/changelogs.py
@@ -246,9 +246,7 @@ def get_modified_files_for_pkg(self, pkg_path: str, pkg_name: str, files: list[s
             # Check if the file exists in a subdirectory of the base path of the package
             if os.path.normpath(os.path.dirname(f)).startswith(os.path.normpath(pkg_path)):
                 if os.path.basename(f).startswith(pkg_name + ".changes."):
-                    # Ignore if the change is a removal
-                    if os.path.isfile(os.path.join(self.uyuni_root, f)):
-                        pkg_chlogs.append(f)
+                    pkg_chlogs.append(f)
                 else:
                     pkg_files.append(f)