If the data is already collected then you have no control over the power unless you are allowed to collect more data. You don't assign a power when you are doing a Wilcoxon signed rank test (or any test really). You can only influence the power by changing sample size or alpha before you collect your data. That is why all you found about power was related to sample size.
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