The Ansicolor plugin has a feature in master to enable the plugin globally. https://github.com/jenkinsci/ansicolor-plugin/pull/165
When it is released, we should update the plugin on Jenkins instances and enable the plugin globally. Then I guess we can cleanup the JJB configuration to remove ansicolor entirely.