I have a 1999 grand Prix gtp supercharged the car will start up then shuts off

It could be many things. Guessing at a fuel pump and filter is not a good idea. Testing the vehicle for the cause of your concern is. A trained technician with good diagnostic tools and a shop manual are a must.