Answer
Yes, the Skeptics Society does investigate supernatural claims. The society's mission is to "promote scientific inquiry, critical thinking, and the use of reason in examining paranormal and pseudoscientific claims". As part of this mission, the society investigates claims of the paranormal and pseudoscience, and publishes its findings in its quarterly journal, Skeptic.