I have rolled an extensive (purpose-built) general data quality system at work, and would love for there to be a general purpose tool that does the same sort of thing. I would love to use, contribute to, or otherwise make real an open source version of such a tool.

There is an enormous need in several industries for this sort of thing; but most people don't really know they need it yet.