Preheat oven to 400 degrees.
In a large bowl, combine broth with garlic powder and black pepper. Add potato spears and toss to coat well.
Spray a baking sheet with vegetable cooking spray. Arrange potatoes in a single layer, and bake 20 to 25 minutes, turning frequently, until crisp-tender.