Revealing the school-to-prison pipeline’s hidden toll on marginalized youth, the work demonstrates how libraries become transformative spaces through literacy initiatives, trauma-informed care, and engaging programs. Offering actionable strategies, it empowers communities to disrupt pathways to incarceration.