In 1744 Skelton published The Candid Reader, a satire on the verse-making of Hill the mathematician, on the Rhapsody of Lord Shaftesbury, and the Hurlothrumbo of Samuel Johnson.
The last act was later made into the companion piece to Hurlothrumbo for one show.