When you say "that is unbelievable control", you seem to be assuming the exact outcome with trick dice would be exactly and entirely predetermined. But there's no reason to think that. The trick dice would only have to make winning much more likely to pull your "impossible" odds down into the realm of the possible. What you describe as a die that "occasionally rolled every number except a 1" is what you would expect to see if the "1" side were weighted a bit - it would often roll a 6, sometimes roll a number adjacent to 6, and never roll 1. Contrariwise, it's possible that the three dice facing it could have been rigged to do poorly. If a die with the "1" side weighted faced three dice with the 6 side weighted, that could do the trick.
Some amount of dice rigging could make your loss expected or reasonably likely but not guaranteed. And yes, it's unlikely your friend would (a) weight your dice, (b) waste this ability on a meaningless game of risk, and (c) keep up the act all these years, but it's not 1-in-100-billion unlikely. People playing little tricks or experimenting on their friends is something that does happen in the world as we know it, therefore it could have happened to you.
Though I like Jack's explanation too.
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So I'm not a mathematician but we note the outcomes of chance events all the time probably thousands to tens of thousands of times in your life depending on how much gaming you do. Given about 1000 low-likelihood events per person over their lifetime (which I'm basically making up, but I think its conservative) 1 in 100 million should experience 1 in 100 billion events, right? So basically there might be two other people with stories like yours living in the US. It is definitely a neat story, but I don't think its the kind of thing we should never have expected to happen. Its not like the quantum tunneling of macroscopic objects or anything.
re: Recognizing low probability events.
During an eighth grade science class in Oklahoma, my older sister was watching as her teacher gave a slide presentation of his former job as a forest ranger. One of the first slides was a picture of the Yellow Stone National Park entrance sign. Four young children were climbing on the sign and parked next to the sign was a green Ford Mercury. My sister jumped out of her chair yelling, "That's us." Sure enough that picture had captured a chance encounter years ago, far away, before my sister and her teacher had ever met. (A couple of years later I took the same class and saw the same slide. I would never have noticed our family climbing on that sign if I hadn't remembered my sister describing her classroom experience at the dinner table.)
So very unlikely events do occur. However people are seldom in a position to both notice the event and calculate just how rare the event really is.
"So basically there might be two other people with stories like yours living in the US."
Yes. The event has significance to me only because it happened to me. I would significantly discount the event if I heard about it second hand.