Another possibility is point gap if you're running a conventional ignition system. As the rubbing block wears, the point gap closes up, which retards the timing. At some point, the timing gets late enough that the engine won't idle. Raising the RPM gets the centrifugal advance into play and helps the timing advance enough to run.

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