Critical-sized bone defects are a clinical challenge, with long-term recovery often leading to delayed union or nonunion. Here, Zhang et al. report an engineered ossification center-like organoid which recruits Krt8+ skeletal stem cells and reduces Has1+ fibrotic cells, mimicking developmental bone formation for regeneration of critical-sized bone defects.