First create a **supervisord.conf**, you can use the template **supervisord.conf_template** as an example.
Then start **supervisord**, probably in **nodaemon** mode initially.
Finally, if all seem correct, shutdown it and restart it on daemon mode.
Running processes doesn't need to be stopped. When restarting **supervisord** find the necessary informations for running processes using the logical name table **SUPERVISORD_TABLE**