diff --git a/Gemfile b/Gemfile
index 288dcc4ebf60bda94345c192384659f58c8eae90..226f4df963dd836228ac89d10a368e40f95eace7 100644
--- a/Gemfile
+++ b/Gemfile
@@ -265,7 +265,7 @@ gem 'asciidoctor', '~> 2.0.18', feature_category: :markdown
 gem 'asciidoctor-include-ext', '~> 0.4.0', require: false, feature_category: :markdown
 gem 'asciidoctor-plantuml', '~> 0.0.16', feature_category: :markdown
 gem 'asciidoctor-kroki', '~> 0.10.0', require: false, feature_category: :markdown
-gem 'rouge', '~> 4.6.1', feature_category: :shared # rubocop:todo Gemfile/MissingFeatureCategory -- https://gitlab.com/gitlab-org/gitlab/-/issues/581839
+gem 'rouge', '~> 4.6.1', feature_category: :markdown
 gem 'truncato', '~> 0.7.13', feature_category: :team_planning
 gem 'nokogiri', '~> 1.18', feature_category: :shared # rubocop:todo Gemfile/MissingFeatureCategory -- https://gitlab.com/gitlab-org/gitlab/-/issues/581839
 gem 'gitlab-glfm-markdown', '~> 0.0.39', feature_category: :markdown