I use a sling pack like this. No trouble to slip on and off. I see something, the strap comes apart in the front and it slides to the ground. No pack no extra weight. I use a GPS set on track mode so I can just walk back on the same track to get it.
http://ecx.images-amazon.com/images/I/31cn-FD%2BmdL.jpg