How do I delete items from iCloud?

You can delete items directly on your iPhone. If the iPhone is synched with iCloud, those items will also be deleted from iCloud.

Apparently by deleting your items on your phone, you can delete it from iCloud. However, your synced iCloud data will always be stored there.