 About 1860, with his brothers John and Joseph, Crossley began the erection of an orphan home and school on Skircoat Moor.This was completed at their sole united cost, and endowed by them with a sum of £3,000 a year; it was designed for the maintenance of children who had lost one or both parents, and had accommodation for four hundred.