One-on-one mentoring for youth violence prevention focuses on providing personalized support, guidance, and positive role modeling to young individuals aged 13 to 24 who are at risk of involvement in violence or gangs. These programs aim to build trusting relationships, develop life skills, set goals, and empower youth to make positive choices and build a brighter future.