Preheat oven to 300 degrees F.
Mix oil and sugar in bowl until thoroughly whipped.
Add vanilla extra, mix again.
Add flour, baking powder, stir until dry and thick and difficult to mix.
Begin adding water slowly, mix it in until your mixture is of a more soft consistency, and less like shortbread.
Add cayenne pepper, fold in.
Add chocolate, pecan halves, mix.
Place in 1.5 inch balls and mash down until about .5 of an inch thick. Make sure they're about 2 inches apart as they'll spread.
Place in oven and bake for 45 minutes (check at 35 minutes, ovens differ).
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