diff --git a/playbooks/airship-vino-check-github-issues.yaml b/playbooks/airship-vino-check-github-issues.yaml
new file mode 100644
index 0000000..97ab3f4
--- /dev/null
+++ b/playbooks/airship-vino-check-github-issues.yaml
@@ -0,0 +1,32 @@
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+- hosts: all
+  tasks:
+    - name: Install python setuptools
+      package:
+        name:
+        - python3-pip
+        - python3-setuptools
+        state: present
+      become: yes
+
+    - name: Install script dependencies
+      pip:
+        name:
+          - PyGithub==1.46
+        executable: pip3
+    - name: Run python script
+      script: >
+        check_github_issues.py "{{ zuul.message | b64decode }}"
+      args:
+        executable: python3
diff --git a/playbooks/files/check_github_issues.py b/playbooks/files/check_github_issues.py
new file mode 100755
index 0000000..90ff432
--- /dev/null
+++ b/playbooks/files/check_github_issues.py
@@ -0,0 +1,65 @@
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+import logging
+import re
+import sys
+
+import github
+
+ZUUL_MESSAGE = sys.argv[1]
+
+def construct_issue_list(match_list: list) -> list:
+    new_list = []
+    for _issue in match_list:
+        try:
+            new_list.append(int(_issue))
+        except ValueError:
+            logging.warning(f'Value {_issue} could not be converted to `int` type')
+    return new_list
+
+
+def parse_issue_number(commit_msg: str) -> dict:
+    # Searches for Relates-To or Closes tags first to match and return
+    logging.debug(f'Parsing commit message: {commit_msg}')
+    related = re.findall(r'(?<=Relates-To: #)([0-9]+?)(?=\n)', commit_msg)
+    logging.debug(f'Captured related issues: {related}')
+    closes = re.findall(r'(?<=Closes: #)([0-9]+?)(?=\n)', commit_msg)
+    logging.debug(f'Captured closes issues: {closes}')
+    if related or closes:
+        return {
+            'related': construct_issue_list(related),
+            'closes': construct_issue_list(closes)
+        }
+    # If no Relates-To or Closes tags are defined, find legacy [#X] style tags
+    logging.debug('Falling back to legacy tags')
+    legacy_matches = re.findall(r'(?<=\[#)([0-9]+?)(?=\])', commit_msg)
+    logging.debug(f'Captured legacy issues: {legacy_matches}')
+    if not legacy_matches:
+        return {}
+    return {
+        'related': construct_issue_list(legacy_matches)
+    }
+
+
+def remove_duplicated_issue_numbers(issue_dict: dict) -> dict:
+    if 'closes' in issue_dict:
+        issue_dict['related'] = [x for x in issue_dict.get('related', []) if x not in issue_dict['closes']]
+    return issue_dict
+
+if __name__ == '__main__':
+    issue_number_dict = parse_issue_number(ZUUL_MESSAGE)
+    issue_number_dict = remove_duplicated_issue_numbers(issue_number_dict)
+
+    if not issue_number_dict:
+        logging.debug(
+            f'ERROR: Use Tag(Relates-To or Closes) in the commit message with issue number to link GitHub Issue.')
+        sys.exit(1)
diff --git a/zuul.d/jobs.yaml b/zuul.d/jobs.yaml
index 02bbd90..6b97010 100644
--- a/zuul.d/jobs.yaml
+++ b/zuul.d/jobs.yaml
@@ -54,3 +54,9 @@
         pass-to-parent: true
     vars:
       image: quay.io/airshipit/vino
+
+- job:
+    name: airship-vino-check-github-issues
+    description: Checks if a Github issue is referenced in the commit message
+    run: playbooks/airship-vino-check-github-issues.yaml
+    voting: false
diff --git a/zuul.d/projects.yaml b/zuul.d/projects.yaml
index b29b572..672fb0f 100644
--- a/zuul.d/projects.yaml
+++ b/zuul.d/projects.yaml
@@ -23,6 +23,7 @@
         -  airship-deploy-vino
         -  airship-vino-test-suite
         -  airship-vino-build-images
+        -  airship-vino-check-github-issues
     gate:
       jobs:
         - airship-deploy-vino