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I don't know if a bot is needed, but I did write a query on the SE Data Explorer that finds links to deleted posts on other SE sites.
As the screenshot shows, there were 343 such broken links on math.SE as of last weekend's SEDE update. I've fixed about a dozen of them since then, but they'll...