Past participle of svellere (“to pluck out, root out”), from Vulgar Latin *exvellere, from Latin vellere (“to pluck, stretch”), perhaps influenced by Spanish suelto (“free; agile”).
Practice speaking and memorizing "svelto" and many other words and sentences in Italian.