diff --git a/app/views/projects/_aside.html.haml b/app/views/projects/_aside.html.haml
index 1865b5be8c60d8e51f75884176b18cd11ff4cea3..1241b51f9ac9656bb848e725bfb9897d51f98d57 100644
--- a/app/views/projects/_aside.html.haml
+++ b/app/views/projects/_aside.html.haml
@@ -4,7 +4,9 @@
 
   - unless @project.empty_repo?
     .well
-      %h4 Repository
+      %h4.visibility-level-label
+        = visibility_level_icon(@project.visibility_level)
+        = "#{visibility_level_label(@project.visibility_level).capitalize} project"
       %ul.nav.nav-pills
         %li= link_to pluralize(number_with_delimiter(@repository.commit_count), 'commit'), namespace_project_commits_path(@project.namespace, @project, @ref || @repository.root_ref)
         %li= link_to pluralize(number_with_delimiter(@repository.branch_names.count), 'branch'), namespace_project_branches_path(@project.namespace, @project)
diff --git a/app/views/shared/_clone_panel.html.haml b/app/views/shared/_clone_panel.html.haml
index 60bb76e898acbbcdf36d86522441636ddab08145..3f489a04e7124576ca4a085ec632ad9f0cb8e56d 100644
--- a/app/views/shared/_clone_panel.html.haml
+++ b/app/views/shared/_clone_panel.html.haml
@@ -18,7 +18,7 @@
         :"data-container" => "body"}
         = gitlab_config.protocol.upcase
   = text_field_tag :project_clone, default_url_to_repo(project), class: "js-select-on-focus form-control input-sm", readonly: true
-  - if project.kind_of?(Project)
+  - if project.kind_of?(Project) && project.empty_repo?
     .input-group-addon
       .visibility-level-label.has_tooltip{'data-title' => "#{visibility_level_label(project.visibility_level)} project" }
         = visibility_level_icon(project.visibility_level)