The tools involved to do it right are a miter saw, coping saw, and a file that can get into the contours of the molding
Then there's the way Tommy does it on This Old House, which is to make a template of the molding, and use a power tool to do it, cutting the labor time to a fraction of the normal. That was a cool machine.
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Matt