Technically, they say something to the effect of "One Coupon At A Time". That said, every store is different. I've used the 20% coupons on sale items and clearance items many times, and the coupon itself says it's not good on sale items.
Be advised there are now Harbor Freight 25% coupons out there. Mine have been in the weekly bundle of grocery fliers that come each Tuesday.