Whisk egg in a bowl. Add vanilla extract, brown sugar, and Splenda. Then, add the peanut butter and stir until all ingredients are combined. Then add the baking soda and salt.
Then pour heaping teaspoon amounts onto a pan. Form the mixture into small balls. Then bake for approximately 8 to 10 minutes.