Spray the inside of the crock with nonstick cooking spray. Heat the oil in a large skillet over medium-high heat until hot. Add the almonds and cook, stirring, until golden, 1 minute. Remove from skillet with slotted spoon and set aside to drain on paper towels. When cool, coarsely chop.