Soil test. If your local extension office doesn't offer it, you can mail a sample to a lab or use an at-home test like Luster Leaf's Rapitest Soil Test Kit -- the one with the capsules.
If you use any compost, chances are 18 46 20 will have insufficient nitrogren and far too much additional phosphorous.