--- a/ckanext/example/plugin.py
+++ b/ckanext/example/plugin.py
@@ -1,6 +1,8 @@
 import os
 from logging import getLogger
 
+from pylons import request
+from genshi.input import HTML
 from genshi.filters.transform import Transformer
 
 from ckan.plugins import implements, SingletonPlugin
@@ -70,9 +72,26 @@
         This example filter renames 'frob' to 'foobar' (this string is
         found in the custom ``home/index.html`` template provided as
         part of the package).
+
+        It also adds the chosen JQuery plugin to the page if viewing the
+        dataset edit page (provides a better UX for working with tags with vocabularies)
         """
         stream = stream | Transformer('//p[@id="examplething"]/text()')\
                  .substitute(r'frob', r'foobar')
+
+        routes = request.environ.get('pylons.routes_dict')
+        if routes.get('controller') == 'package' \
+            and routes.get('action') == 'edit':
+                stream = stream | Transformer('head').append(HTML(
+                    '<link rel="stylesheet" href="/css/chosen.css" />'
+                ))
+                stream = stream | Transformer('body').append(HTML(
+                    '''
+                    <script src="/scripts/chosen.jquery.min.js" type="text/javascript"></script>'
+                    <script type="text/javascript">$(".chzn-select").chosen();</script>
+                    '''
+                ))
+
         return stream
 
     def before_map(self, map):