Pete the Cat and His Four Groovy Buttons by James Dean and Eric Litwin

From chapters.ca:
Pete the Cat is wearing his favourite shirt - the one with the four totally groovy buttons. But when one falls off, does Pete cry? Goodness, no! He just keeps on singing his song.