Go to the gunshop, handle some 22 BOLT actions. See which one you like. Bolts are easy to maintain, fun to shoot, great to learn on, and great for small game. My old man has a Ruger bolt action that he bought about 20 years ago, and NEVER cleaned (I get on him about cleaning his rifles all of the time). It still shoots perfect, and he's fed all kinds of crap ammo through it, I have too.
I was going to suggest a 20ga break action when I started reading your post, but you seem set on the 22LR, which is a great choice. Cheap, easy, efficient. Personally I own a 10/22 and love it, but I would not suggest an automatic action for a "forever" type of gun.
Also, get one with a wood stock that looks beautiful, so that it will be cherished and maintained. My 10/22 is a little cheezy looking but for the reasons I have it, it's fine. Your reasons seem to differ from mine, and I would suggest a beautiful gun. Any bolt action on the market should be great as far as workability and maintenence.
Just my two coppers