diff --git a/centos/Dockerfile b/centos/Dockerfile
index 303f351..dc07094 100644
--- a/centos/Dockerfile
+++ b/centos/Dockerfile
@@ -1,9 +1,7 @@
 FROM centos:7
 
 ENV PROJECT=glance
-ARG DOCKER_REPO=openstackloci/requirements
-ARG DOCKER_TAG=centos
-ARG WHEELS
+ARG WHEELS=openstackloci/requirements:centos
 ARG PROJECT_REPO=https://git.openstack.org/openstack/${PROJECT}
 ARG PROJECT_REF=master
 ARG SCRIPTS_REPO=https://github.com/openstack/loci
diff --git a/debian/Dockerfile b/debian/Dockerfile
index 5682291..7e05aee 100644
--- a/debian/Dockerfile
+++ b/debian/Dockerfile
@@ -1,9 +1,7 @@
 FROM debian:jessie-slim
 
 ENV PROJECT=glance
-ARG DOCKER_REPO=openstackloci/requirements
-ARG DOCKER_TAG=debian
-ARG WHEELS
+ARG WHEELS=openstackloci/requirements:debian
 ARG PROJECT_REPO=https://git.openstack.org/openstack/${PROJECT}
 ARG PROJECT_REF=master
 ARG SCRIPTS_REPO=https://github.com/openstack/loci
diff --git a/ubuntu/Dockerfile b/ubuntu/Dockerfile
index 5159834..7924425 100644
--- a/ubuntu/Dockerfile
+++ b/ubuntu/Dockerfile
@@ -1,9 +1,7 @@
 FROM ubuntu:xenial
 
 ENV PROJECT=glance
-ARG DOCKER_REPO=openstackloci/requirements
-ARG DOCKER_TAG=ubuntu
-ARG WHEELS
+ARG WHEELS=openstackloci/requirements:ubuntu
 ARG PROJECT_REPO=https://git.openstack.org/openstack/${PROJECT}
 ARG PROJECT_REF=master
 ARG SCRIPTS_REPO=https://github.com/openstack/loci