I made felted mittens from the book "Knit One, Felt Too". They are lovely warm for NY weather. It's a bit like wearing potholders, though.
In a good way. As long as the yarn is mostly wool, it will felt just fine. You will use a larger needle size than the gauge the yarn calls for, it will depend on the pattern you use. Have fun!