We recently had to reconfigure some of our commerce server development images. I turned out that some of the images had installation issues with the performance counters – for other images the Direct Mailer feature could not be reconfigured. As we don’t really use those features, we just wanted to proceed with the reconfiguration without those features.
Unfortunetally, you can specifiy the features that you want to reconfigure like this:
csconfig.exe /r <comma seperated feature_list>
The question is, what is the correct spelling of the single features. We couldn’t find it in any documentation. Reflector finally revealed, that we have to use the exact same spelling like the feature names in the registry.

Plain text feature names:
Feature.MS.CS.Admin
Feature.MS.CS.Catalog
Feature.MS.CS.Core
Feature.MS.CS.DWA
Feature.MS.CS.Marketing
Feature.MS.CS.Misc
Feature.MS.CS.Orders
Feature.MS.CS.PCGN
Feature.MS.CS.PerfCounters
In addition to the features that we found in the registry, there are some more features names:
Feature.MS.CS.DirectMailer
Feature.MS.CS.PCW
Feature.MS.CS.CsStaging
Feature.MS.CS.HealthMonitoring
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