This study aims to investigate whether cognitive remediation can improve cognitive and psychosocial function in patients at ultra-high risk (UHR) for psychosis. The FOCUS trial will enroll 126 UHR patients and randomly assign them to either cognitive remediation plus standard treatment, or standard treatment alone. The cognitive remediation involves 24 weekly group sessions and 12 individual sessions targeting neurocognition and social cognition. Outcomes will be assessed at 6 and 12 months and include cognition, functioning, symptoms, and rates of transition to psychosis. This is the first trial to evaluate the effects of comprehensive cognitive rehabilitation for UHR patients.