diff --git a/bin/check_detection_urls.py b/bin/check_detection_urls.py
new file mode 100644
index 0000000..4e54da6
--- /dev/null
+++ b/bin/check_detection_urls.py
@@ -0,0 +1,50 @@
+import os
+import argparse
+import requests
+import yaml
+import csv
+
+def check_url(url):
+    try:
+        response = requests.get(url)
+        return response.status_code
+    except requests.exceptions.RequestException as e:
+        return str(e)
+
+def process_yaml(file_path, verbose, csv_writer):
+    with open(file_path, 'r') as stream:
+        try:
+            yaml_content = yaml.safe_load(stream)
+            if 'Detection' in yaml_content:
+                for detection in yaml_content['Detection']:
+                    for key, value in detection.items():
+                        if isinstance(value, str) and value.startswith('http'):
+                            status = check_url(value)
+                            if status != 200:
+                                if verbose:
+                                    print(f'URL {value} in file {file_path} returned status {status}')
+                                csv_writer.writerow([file_path, key, value, status])
+        except yaml.YAMLError as exc:
+            print(exc)
+
+def main():
+    parser = argparse.ArgumentParser(description='Check URLs in YAML files.')
+    parser.add_argument('-d', '--directory', required=True, help='Directory to check')
+    parser.add_argument('-v', '--verbose', action='store_true', help='Verbose output')
+    parser.add_argument('-o', '--output', default='results.csv', help='Output CSV file')
+    args = parser.parse_args()
+
+    with open(args.output, 'w', newline='') as csvfile:
+        csv_writer = csv.writer(csvfile)
+        csv_writer.writerow(['File Path', 'Field Name', 'URL', 'Status'])
+
+        for root, dirs, files in os.walk(args.directory):
+            for file in files:
+                if file.endswith('.yml'):
+                    if args.verbose:
+                        print(f'Processing file {os.path.join(root, file)}')
+                    process_yaml(os.path.join(root, file), args.verbose, csv_writer)
+
+if __name__ == "__main__":
+    main()
+
diff --git a/bin/results.csv b/bin/results.csv
new file mode 100644
index 0000000..11080fa
--- /dev/null
+++ b/bin/results.csv
@@ -0,0 +1,2 @@
+File Path,Field Name,URL,Status
+yml/OSLibraries/Pcwutl.yml,Analysis,https://redcanary.com/threat-detection-report/techniques/rundll32/,403