The purpose of this randomized controlled trial is to evaluate the effect of a structured, high-prebiotic dietary pattern on the neurodevelopmental outcomes of preterm infants. The intervention lasts for 6 months and aims to promote the growth of endogenous beneficial gut bacteria through targeted complementary feeding. The primary outcome is assessed by the Gesell Developmental Schedules or the Ages \& Stages Questionnaires (ASQ-3). Secondary outcomes include longitudinal changes in gut microbiota composition,targeted metabolomics (such as short-chain fatty acids and tryptophan metabolites), and systemic inflammatory markers.