Ansible - generate docs from role argument spec

Is there any way to generate a markdown documentation from ansible role argument spec?

https://docs.ansible.com/ansible/latest/user_guide/playbooks_reuse_roles.html#role-argument-validation

I could not find anything in ansible-doc, the format itself suggests that there is a way