I tend to cut the trade deck half way and see what color the card has and use that as reference to resolve the next actions
iInever remove any card when playing solo
in worst case i just skip the card (event) en get a new one
Don't have events, but remembering what to remove starts to get complicated after a while. Especially, once more expansions than just Gambits gets added.