diff --git a/examples/resources/simple/haproxy/remove.yml b/examples/resources/simple/haproxy/remove.yml
new file mode 100644
index 0000000..d7420fe
--- /dev/null
+++ b/examples/resources/simple/haproxy/remove.yml
@@ -0,0 +1,5 @@
+
+- hosts: [service/haproxy]
+  sudo: yes
+  tasks:
+    - shell: docker rm -f {{ name }} || true
diff --git a/examples/resources/simple/haproxy/run.yml b/examples/resources/simple/haproxy/run.yml
index f9aff6b..d2604c4 100644
--- a/examples/resources/simple/haproxy/run.yml
+++ b/examples/resources/simple/haproxy/run.yml
@@ -5,7 +5,6 @@
     - file: state=directory path=/etc/solar/{{name}}
       # TODO Remove hardcoded path
     - template: src=/vagrant/examples/resources/templates/haproxy.cfg.j2 dest=/etc/solar/{{name}}/haproxy.cfg backup=yes
-    - shell: docker rm -f {{name}} || true
     - shell: docker run -d \
         --net="host" \
         --privileged \
diff --git a/examples/resources/simple/keystone/remove.yml b/examples/resources/simple/keystone/remove.yml
new file mode 100644
index 0000000..f2d9cb2
--- /dev/null
+++ b/examples/resources/simple/keystone/remove.yml
@@ -0,0 +1,5 @@
+
+- hosts: [service/keystone]
+  sudo: yes
+  tasks:
+    - shell: docker rm -f {{ name }} || true
diff --git a/examples/resources/simple/keystone/run.yml b/examples/resources/simple/keystone/run.yml
index 4891a87..1dff980 100644
--- a/examples/resources/simple/keystone/run.yml
+++ b/examples/resources/simple/keystone/run.yml
@@ -2,7 +2,6 @@
 - hosts: [service/keystone]
   sudo: yes
   tasks:
-    - shell: docker rm -f {{name}} || true
       # NOTE(eli): specify restart policy (--restart parameter) for
       # keystone conatiner if there are more than 2 keystone containers
       # to be deployed, they both will perform db migration and will fail,
diff --git a/examples/resources/simple/mariadb/remove.yml b/examples/resources/simple/mariadb/remove.yml
index b1afd0e..edbad24 100644
--- a/examples/resources/simple/mariadb/remove.yml
+++ b/examples/resources/simple/mariadb/remove.yml
@@ -1,6 +1,5 @@
 
-- hosts: [mariadb]
+- hosts: [service/mariadb]
   sudo: yes
   tasks:
-    - shell: docker stop {{ mariadb.name }}
-    - shell: docker rm {{ mariadb.name }}
+    - shell: docker rm -f {{ name }} || true
diff --git a/examples/resources/simple/mariadb/run.yml b/examples/resources/simple/mariadb/run.yml
index 839eaf3..a76e7e5 100644
--- a/examples/resources/simple/mariadb/run.yml
+++ b/examples/resources/simple/mariadb/run.yml
@@ -2,7 +2,6 @@
 - hosts: [service/mariadb]
   sudo: yes
   tasks:
-    - shell: docker rm -f {{name}} || true
     - shell: docker run \
         -d \
         --net="host" \
diff --git a/templates/profile.yml b/templates/profile.yml
index 991e5f5..54ba1cd 100644
--- a/templates/profile.yml
+++ b/templates/profile.yml
@@ -20,5 +20,7 @@ run:
   - haproxy.actions.run
 
 remove:
+  - haproxy.actions.remove
+  - keystone.actions.remove
   - mariadb.actions.remove
   - docker.actions.remove