Put the gnocchi in about 2 liters of boiling salted water and let it steep. Remove when they rise (after approx. 3 minutes). Then set aside and keep warm.
Fry the scampi in a large pan. Add garlic and chilli and deglaze with cream. Let thicken on low heat for about 5 minutes. Then stir in white wine, tomato paste, processed cheese and chopped parsley and season with salt.