Motion completion, as a challenging and fundamental problem, is of great significance in film game applications. For different motion completion application scenarios (in-betweening, in-filling, blending), most previous methods deal with the problems case-by-case methodology designs. In this work, we propose simple but effective method to solve multiple under unified framework achieves new stat...