It is very hard to find sleeveless tops for babies in the stores, but I found these on Amazon and have bought them twice (when the first set was outgrown).  They are very useful for wearing under sweaters, etc in the cooler months and for wearing alone in the warmer months.  The cotton is very good quality and the neck and armhole finishing are thick and comfortable.  I haven't found them to shrink.