The invention provides a method for synthesizing chiral amine. Catalyzed pyrrole / indol [1,2-a] quinoxaline is prepared through asymmetric hydrogenation reaction, a catalyst is the complex of a metal precursor and chiral bisphosphine ligand of iridium, reaction activity and enantioselectivity are high, two kinds of hydrogenation products, i.e., an in situ protected hydrogenation product and a direct hydrogenation product, can be respectively or simultaneously obtained through regulating and controlling the added quantity and reaction time of acetic anhydride, a corresponding chiral tertiary amine compound is obtained, one or two kinds of high enantiomeric excess pure products can be obtained, and the enantiomeric excess of the pure products can be up to 97% at most. The method is simple, convenient, practical and easy in operation, high in yield and friendly to the environment, the catalyst can be commercially obtained, the reaction conditions are mild, and therefore, the method has a potential practical application value.