Are SPO rewards automatically applied as stake?
Do I need to empty my reward wallet into my pledge wallet for them to be included in live stake?
No, reward are regarded as stake without doing anything on your side. 
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Yes, rewards will be counted as stake (compounding is automatic).
That’s basically what I tried to express in the first place 