Cook tortellini according to package directions. Drain, set aside, and let cool.
Thread each skewer with pepperoni (I used two pepperoni each time), cucumber, olive, tortellini, mozzarella, tomato, and pepperoncini. Repeat until all the skewers are full.
Drizzle skewers with Italian dressing and keep refrigerated until ready to serve.