Nurses can identify oily or acne-prone skin through a thorough assessment, which includes examining the patient's skin type, medical history, and lifestyle factors. Key indicators include visible oiliness, frequent breakouts, and enlarged pores. Patients may also report a history of acne flare-ups and oily skin.