It's super simple to manage your pending orders on Stake.  You can enter orders at anytime and delete them any time (assuming they have not been filled).  If you wish to amend an existing order, delete it and re-enter it. 

If your order has been processed and executed, you will not be able to delete or amend it.  You'll be notified as soon as your order is executed, so you'll know when this happens.