This review consolidates existing evidence and suggests that mixed cancer syndromes, especially LFS, LS, and HBOC but also pathogenic ATM and CHEK2 variants may predispose individuals to skin cancers, warranting tailored screening and preventive measures. Here, ATM is linked to skin neoplasm.