The phrase
"blue shell" usually refers to a powerful weapon used in a popular video game called Mario Kart. When someone is leading the race, the
blue shell is sent to them from behind and causes them to slow down or even lose their position. So, it is used to describe an unexpected event or circumstance that affects the person who is doing the best or is in the lead.
Full definition