diff --git a/opensuse-monitor.py b/opensuse-monitor.py
index 18e5581..89f9449 100755
--- a/opensuse-monitor.py
+++ b/opensuse-monitor.py
@@ -36,10 +36,12 @@ def listen_events():
             and "package" in body
             and body["project"] == "openSUSE:Factory"
         ):
-            if "/" in body["package"]:
+            # Strip multibuild flavors
+            package = body["package"].partition(':')[0]
+            if "/" in package:
                 return
 
-            (MY_TASKS_DIR / body["package"]).touch()
+            (MY_TASKS_DIR / package).touch()
             print(" [x] %r:%r" % (method.routing_key, body["package"]))
 
     channel.basic_consume(queue_name, callback, auto_ack=True)