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Minesweeper explains itself within one or two games, when you hit a bomb all bombs are revealed and it quickly becomes clear that the numbers indicate numbers of bombs. It took me a while to understand the flag thing but the core mechanic is very obvious.

Yes, it would be cool to learn how to explain our own games just as Minesweeper did :)