diff --git a/lib/waffle/actions/delete.ex b/lib/waffle/actions/delete.ex
index d9c487f..f920149 100644
--- a/lib/waffle/actions/delete.ex
+++ b/lib/waffle/actions/delete.ex
@@ -40,6 +40,11 @@ defmodule Waffle.Actions.Delete do
   end
 
   defp delete_version(definition, version, {file, scope}) do
-    definition.__storage.delete(definition, version, {file, scope})
+    conversion = definition.transform(version, {file, scope})
+    if conversion == :skip do
+      :ok
+    else
+      definition.__storage.delete(definition, version, {file, scope})
+    end
   end
 end
diff --git a/test/storage/local_test.exs b/test/storage/local_test.exs
index 71ae314..2c30861 100644
--- a/test/storage/local_test.exs
+++ b/test/storage/local_test.exs
@@ -13,17 +13,18 @@ defmodule WaffleTest.Storage.Local do
 
 
   defmodule DummyDefinition do
-    use Waffle.Actions.Store
-    use Waffle.Definition.Storage
-    use Waffle.Actions.Url
+    use Waffle.Definition
 
     @acl :public_read
+    @versions [:original, :thumb, :skipped]
+
     def transform(:thumb, _), do: {:convert, "-strip -thumbnail 10x10"}
     def transform(:original, _), do: :noaction
     def transform(:skipped, _), do: :skip
-    def __versions, do: [:original, :thumb, :skipped]
+
     def storage_dir(_, _), do: "waffletest/uploads"
     def __storage, do: Waffle.Storage.Local
+
     def filename(:original, {file, _}), do: "original-#{Path.basename(file.file_name, Path.extname(file.file_name))}"
     def filename(:thumb, {file, _}), do: "1/thumb-#{Path.basename(file.file_name, Path.extname(file.file_name))}"
     def filename(:skipped, {file, _}), do: "1/skipped-#{Path.basename(file.file_name, Path.extname(file.file_name))}"
@@ -44,6 +45,11 @@ defmodule WaffleTest.Storage.Local do
     refute File.exists?("waffletest/uploads/1/thumb-image.png")
   end
 
+  test "deleting when there's a skipped version" do
+    DummyDefinition.store(@img)
+    assert :ok = DummyDefinition.delete(@img)
+  end
+
   test "save binary" do
     Waffle.Storage.Local.put(DummyDefinition, :original, {Waffle.File.new(%{binary: "binary", filename: "binary.png"}), nil})
     assert true == File.exists?("waffletest/uploads/binary.png")