A hand-held, manually operated seed shucking appliance enables a food preparer to remove the seed coverings of black-eyed peas from their kernels. A spring and piston inside a chamber are arranged to compress a load of pre-soaked black-eyed peas against a shuttle rasp threaded between side slots. As a user manipulates the shuttle rasp, the shucks are scraped off the seeds by a scraping surface and both pass through the side slots. The piston is configured to be cocked back such that the chamber can be loaded through one end with a fresh charge of black-eyed peas.