Mix flour, oatmeal, brown sugar, butter, and cinnamon until crumbly. Press half of the mixture into a 9 inch square pan. Cover with diced rhubarb. Cook sugar, water, cornstarch, and vanilla in saucepan until clear and thick. Pour mixture over rhubarb. Top with remaining crumbs. Bake at 350 degrees for 35 minutes.
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