In a medium bowl, add the almond flour, arrowroot starch, baking powder, baking soda, and salt. Whisk to combine. Set aside.
In a large bowl, add the melted ghee, maple syrup, coconut sugar, egg, vanilla extract, and almond extract. Whisk for 30 seconds until the mixture is smooth and totally combined. Allow to sit for a few minutes before whisking for an additional 30 seconds.
Add the dry ingredients to the wet. Using a wooden spoon, stir together until just combined. Add the sprinkles and stir to combine, ensuring the sprinkles are evenly distributed.
Line two cookie sheets with parchment paper. Using a 1-tablespoon cookie scoop, portion the dough into 38-40 balls, placing them on one of the prepared cookie sheets. Transfer to the freezer for 20 minutes to chill.
Preheat the oven to 350°F.
Remove the cookie dough from the freezer and place 8-10 cookies onto the other prepared baking sheet, leaving about 2 inches of space between. Bake on the middle rack for 8 to 9 minutes. The cookies will be soft in the middle and crisp on the edges.
Allow the cookies to cool on the sheet before transferring to a cooling rack. Repeat until all the cookies are baked. Allow to fully cool before assembling.