Merlin Skating Day is based off the inventor of the roller skates, John Joseph Merlin. The roller skates were first invented in 1760. There is no exact date when they were invented.
Though there is a Roller Skating Month, the month of October, there is no exact day for this sport. Therefore Merlin Skating Day takes place on October 17th.