Since the problem happens when it's raining, I would lean toward an ignition problem, What was done on the tune up? Wires?
Try spraying/misting water on the areas from the plugs, up on the wires and to the coil and see if any rough running occurs during this. Do this while the engine is running.
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Tuesday, October 23rd, 2007 AT 9:49 PM