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The shadow deals are usually for 2 weeks I believe. I think it's to make sure everyone has the time to grind up some stars and purchase them even if they had spent everything previously.

Delegated some Hive Power your way so you can post and comment more times per day! :)

Yeah, I'm sure it's not random. There must be a fixed pool from where cards appear on the store.