Models the Open Box event exactly: Enhance is a free tier-up attempt with a
fixed success rate (failure drops you to Tier 1), and Confirm plays the
marble-draw mini-game (10 marbles + 2 bombs per tier, 5 storage slots, a bomb
wipes storage and permanently removes one slot). Both layers are solved
exactly by dynamic programming, then cross-checked with simulation below.