If a Box-Cox transformation is effective for your data, you can specify the value of lambda to transform and use a normal capability analysis.
Selecting an appropriate distribution is an essential first step in conducting a capability analysis. If the chosen distribution does not fits the data well, then the capability estimates will be inaccurate.