You can't be so shameless — if you said you'd do it, you have to follow through.
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赖皮 is colloquial and mildly derogatory — it describes someone who avoids responsibility, reneges on agreements, or acts in a shameless, childishly stubborn way. Less severe than 无耻 (wúchǐ).