To begin, combine the raisins and water in a small saucepan. Simmer them over very low heat for 20 minutes, then remove from heat and let them cool.
Preheat your oven to 400 degrees.
Combine the flour, baking powder, baking soda, salt, cinnamon, and cloves in a small bowl.
In your mixing bowl, combine the sugars, eggs, vanilla, and shortening. Beat those together until creamy and airy.
Drain the raisins and reserve the liquid in a measuring cup. Add water, if needed, to make 1/2 cup of liquid. Add the liquid to the sugar mixture.
Add the flour mixture to the sugar mixture and mix until just combined.
Fold in the raisins, oats, and pecans.
Scoop by rounded tablespoons onto a cookie sheet that is lined with parchment paper, or lightly spritzed with cooking spray. Give them plenty of room (I only bake 9 at a time.)
Bake 9-10 minutes, or until golden brown.
If you are baking the cookies directly on the baking sheet, cool the cookies for 5 minutes, then remove them to a baking rack to finish cooling.
If you are baking the cookies on parchment paper, you can slide the paper and cookies right onto a cooling rack without having to wait for the cookies cool. Use a second sheet of paper to bake the next pan of cookies right away.