Agnew was born in Sydney on 23 August 1891, the son of Samuel Agnew, a cordial manufacturer, and his wife Maria Jane, née Miller.
By this time, Agnew was already writing "strikingly original works" which abandoned "the limitations of key and tonal relationship" [REF].