限时 = "time-limited";
秒杀 literally "second-kill" - Chinese gamer slang for "kill in one second" (instantly), repurposed by e-commerce to mean "sells out in seconds". Quintessential
双十一 (Double 11) and 618 mechanic. Top items often sell out in single-digit seconds, requiring users to mash refresh - a dedicated sport called
抢购 ("rush-buy").