Annie, When I said easy I mean really easy. I saw Kirsty Allsop doing a little bit on the telly and then watched her on line and got the bug. You have to buy a punch needle and a brush mat and then away you go. Mine was all made from felt that you buy in a craft shop with a little bit of coloured wooltop that I already had which made the squiggly lines.
As Ellisr has said there are lots of tutorials on line. I want to use the felted wool method next and have been looking for a pure wool jumper in the charity shop that I can boil wash. If its still big enough after the wash for a garment then I will make a little jacket but otherwise I will probably make a bag.
In one of the online tutorials the woman boil washes a jumper and then cuts it right up the front, binding the edges, to make the jacket. It looks lovely. Do give it a try. You will be amazed at what you can do.
Sally