Welcome to the world of
rocket mass heaters! You will love not having to have a fire going overnight to stay warm, and the small amount of wood you will burn.
How tricky your system is to operate will largely depend on how good your setup and chimney are. Do you currently have a woodstove and chimney? What sort of chimney are you going to be using? Insulated metal I would presume, with a mobile home. How tricky was your most recent woodstove to use? If you are using the same chimney, I expect you will have a similar RMH experience. It used to be a selling point of RMHs that you could just stick a pipe out the wall, but that kind of setup is the kind that experiences finicky behavior. For good reliable draft, you really want a chimney built to code: insulated, preferably going straight up through the roof, and terminating well above the ridgeline. I have never had to prime my chimney, and I currently have it going out the wall and up; when I do the nice internal two-story stone-faced masonry chimney, I think the draft will be even stronger.
Can you tell us who is building your RMH? If it is in one piece for simple installation, and going in an old mobile home, it obviously can't be very heavy. Therefore it probably won't be able to store
enough heat to last 24 hours, but it could well last 8 to 12 hours so your place can be comfy overnight or while you are at work. Once you have it warmed up, it won't take a lot to make it very warm again, maybe one loading in the morning before you leave so it is easy to get cozy soon after you return.