Preheat the oven to 350 degrees. Line a cupcake pan with the cupcake paper liners you choose. I suggest using gold paper cupcake liners to look like a pot of gold, but you can use any liners that you want to.
Place your self-rising flour, cake flour, and sugar in the bowl of your mixer. Mix them for a minute or two until they are well combined.
Cut your butter into tablespoon pieces. Slowly add your butter into the flour mixture one piece at a time, and continue mixing until you have reached the texture of sand.
Pour half of your milk into the flour mixture and mix just until the milk is incorporated. Use your rubber spatula to scrape down the sides of your bowl. Add your remaining milk and the vanilla to your batter and mix until combined.
Add the eggs to the cake batter and mix until combined. Add in the green food coloring until you have the desired green color.
Scoop the batter into the prepared cupcake pan, filling each one 3/4 of the way full.
Bake for 10 minutes, then rotate the cake pans so the pan on the top rack is now on the bottom and the pan on the bottom is now on the top rack. Continue to bake for another 10-13 minutes until a toothpick comes out clean from the center of the cupcake.
Transfer the cupcakes to a cooling wire rack until they have reached room temperature.