diff --git a/.gitignore b/.gitignore
index 39af2bac..5baf4c7d 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,2 +1,4 @@
 build
 hosts
+*.list
+*-known-issues.yml
\ No newline at end of file
diff --git a/scripts/create_admin.list.py b/scripts/create_admin.list.py
new file mode 100644
index 00000000..772352de
--- /dev/null
+++ b/scripts/create_admin.list.py
@@ -0,0 +1,52 @@
+#!/usr/bin/env python3
+#
+# Create admin.list file for Lmod.
+# This will use information from the known_issues.yaml file to display
+# a message to the user when they load a module that is known to have issues.
+import os
+import yaml
+from urllib import request
+
+
+# Download the known issues YAML file from the EESSI/software-layer GitHub repository
+# TODO: This hardcodes version 2023.06, we should make this dynamic
+KNOWN_ISSUES_FILE = 'eessi-2023.06-known-issues.yml'
+KNOWN_ISSUES_URL = 'https://raw.githubusercontent.com/EESSI/software-layer/2023.06-software.eessi.io/' + KNOWN_ISSUES_FILE
+r = request.urlretrieve(KNOWN_ISSUES_URL, KNOWN_ISSUES_FILE)
+
+# Open the YAML file
+try:
+    with open(KNOWN_ISSUES_FILE, 'r') as file:
+        # Load the YAML data
+        known_issues = yaml.safe_load(file)
+except IOError:
+    raise IOError("Unable to open the known issues file")
+
+# Create a admin.list file per arch
+path = '/cvmfs/software.eessi.io/versions/2023.06/software/linux/'
+for i in range(len(known_issues)):
+    arch, known_issues_arch = list(known_issues[i].items())[0]
+    admin_list_filename = f"admin.list.{arch}"
+
+    # Remove the admin.list file if it exists, we will recreate it
+    if os.path.exists(admin_list_filename):
+        try:
+            os.remove(admin_list_filename)
+        except OSError:
+            raise OSError(f"Unable to remove the {admin_list_filename} file")
+
+    # Open the admin.list file, with no dashes in the filename
+    admin_list_file = open(admin_list_filename.replace('/', '_'), 'a')
+    for j in range(len(known_issues_arch)):
+        # Write known issue per arch and module
+        known_issues_module, known_issue = list(known_issues_arch[j].items())[0]
+        known_issues_module = known_issues_module.replace('/', '_')
+        module_path = os.path.join(path, 'modules/all', arch, known_issues_module)
+        message = f"{module_path}:"
+        message += (
+            f"\n   There is a known issue: {known_issue[1]['info']}"
+            f"\n   See: {known_issue[0]['issue']}\n\n"
+        )
+        admin_list_file.write(message)
+
+admin_list_file.close()