Is there a way to specify that a certain app always stay in memory?
You can not set the application priority (to remain in the RAM). 

Your system automatically manages the resources based on current usage.

However, depending on your Reminders settings, and what external (Internet) accounts you use, it might take a moment for it to check those accounts.