This study introduces RapMap, a method for rapid multi-QTL mapping using F2 gradient populations. The authors demonstrate RapMap's feasibility by cloning eight rice grain-size genes, explaining 75% of grain shape variation. Allele frequency analysis reveals directional selection for slender, long grains during indica rice domestication, highlighting the strong selection of major grain-size genes.