Beyond the literal weiqi/chess meaning of a stone or piece that can no longer survive,
死棋 is widely used metaphorically for a situation with no way out. The phrase
一盘死棋 (yì pán sǐqí, 'a board of dead chess') is a common set expression for a deadlock or doomed plan.