Watch is stuck at error, always needs a manual restart

I read @s1monw's response here: Cannot recover index because of missing tanslog files but I didn't quite understand how renaming a file would help me. Also my translog file is already named: translog-11.tlog and translog.ckp.

Any help would be appreciated. Thanks!