Discovery queries are a feature of query packs that make it much easier to monitor services at scale. Consider that there are some groups of scheduled queries which should only be run on a host when a condition is true. For example, perhaps you want to write some queries to monitor MySQL. You've made a pack called "mysql" and now you only want the queries in that pack to execute if the mysqld program is running on the host.