It should only lose the guide star if the duration of the clouds or movement of the scope cause the guide star to drift outside the search radius. That radius I believe is adjustable but I don't have a computer with PHD2 in front of me so I can't confirm that right now. Accurate polar alignment should resolve that problem.
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