Thanks to Albedo's expertise and efforts they open the door...!

Just to find another door. That happens to have a normal looking keyhole. Luckily, the set of keys they found has several keys but all of them are slightly different from another. They can try three different keys on the lock before it disappears (they're indicated by the flowers symbols over the lock).