Preheat the oven or toaster oven to 350°F (175°C).
If the peanut butter is firm, warm it gently until easily stirrable.
In a small bowl, combine the protein powder, baking soda, and salt; mix to aerate.
Add the peanut butter, sweetener, water, and vanilla to the dry ingredients and stir until a dough forms; if your sweetener is granulated, add an extra tablespoon of water to help bind.
Fold in any optional mix-ins if using.
Press the dough into a cookie shape on a parchment-lined baking sheet or small oven-safe dish, about 1/2 inch thick.
Bake for 7 minutes, then remove and let cool completely before handling so the cookie firms up.