Slate is never intended to be eaten or consumed. Slate pencils are made up of calcium-rich minerals. People who eat slate pencils in small amounts are comparatively at a lower risk than people who consume slate on a daily basis. However, if the person is eating too many slate pencils, it may lead to several health problems, including kidney stones.