To prevent your Apple Watch Series 5 or Apple Watch SE from refusing to charge when it’s in Power Reserve, you need watchOS 7.3.1. Apple rushed this update out on Monday specifically to fix this bug.
Any Apple Watch hit with this bug drains until it’s dead, and can‘t be recharged. But Apple will repair the affected devices at no cost.