A quick shake in a partially water-filled glass can do the deed cleanly in a matter of seconds.
In this video from YouTuberMicahMedia, you’re able to see how fast it really is.
You should be able to reach in and pinch the egg’s shell right off.
Peel a boiled egg in a glass of water| YouTube