Preheat oven to 375° Prepare cookie sheets by either lining them with a baking mat, parchment paper, or by lightly greasing.
With a wooden spoon, mix flour, oatmeal, cinnamon, nutmeg, cloves, baking powder, and salt in a large bowl. Set aside.
In a large saucepan, mix sugar, water, oil and baking soda and bring to a boil. Boil for 4 minutes. Pour hot mixture into flour mixture. Stir until completely combined.
Using a tablespoon, scoop out dough onto prepared cookies sheet. Cookies will spread, so leave about 2 inches between each cookie. Bake at 375° for 10 minutes. Store in an air tight container.
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