Obviously there can’t be an instance member on a static class, since that class could never be instantiated. Why do we need to declare members as static?
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I get asked questions like this all the time. Basically the question boils down to “when a fact about a declared member can be deduced by the compiler should the explicit declaration of that fact be (1) required, (2) optional, or (3) forbidden?”
There’s no one easy answer. Each one has to be taken on a case-by-case basis. Putting “static” on a member of a static class is required. Putting “new” on a hiding, non-overriding method of a derived class is optional. Putting “static” on a const is forbidden.
Briefly considering your scenario, it seems bizarre to make it forbidden. You have a whole class full of methods marked “static”. You decide to make the class static and that means you have to remove all the static modifiers? That’s weird.
It seems bizarre to make it optional; suppose you have a static class and two methods, one marked static, one not. Since static is not normally the default, it seems natural to think that there is intended to be a difference between them. Making it optional seems to be potentially confusing.
That leaves making it required, as the least bad of the three options.
See http://blogs.msdn.com/b/ericlippert/archive/2010/06/10/don-t-repeat-yourself-consts-are-already-static.aspx for more thoughts on these sorts of problems.