You are declaring a delegate type. It doesn't make any sense to declare it as static. You could declare an instance of your delegate type as static, though.
public delegate void BoringDelegate();
internal class Bar {
public static BoringDelegate NoOp;
static Bar() {
NoOp = () => { };
}
}