As I am bringing order to my collection, I sometimes add wrong files to a repo (usually because they're in an unexpected place, it's a mess).

Is there a way to make git annex forget about having added the key, as in delete the according .log file from the git-annex branch's working dir?

I don't need the history to be rewritten but do want it to "soft forget" about the key's existance and stop trying to track or fsck it.