Specifically whenever you see false positives in your spam that perhaps were learnt by bayes
you could have something described below.
Assuming you can fetch mail with courier IMAP thru it's message-id and nothing else. ie. you don't have to know the folder of the message and if you do it's more than likely "spam" in my case... Anyway, the idea is that if you reply to a message a script to intercept that message
pull out the In-Reply-To forget the ham and learn the spam for this message. The key is that
the MUA doesn't provide all the original email headers when you reply to the message so you need to be able to construct the original message in order for it to be forgotten and then
learnt. I'm guessing you don't need the original just to forget the message just the Message-id but if you want it learnt correctly as ham you'd need all the original header/body.
I haven't used IMAPClient for a while but this sounds like it's doable to me.
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