Yup, dunk in acid and if that doesnt remove any of the scale use a soapy brillo pad – it makes everything very slippery but it cleans up a treat. Also, if doing such delicate work silver solder wire is great stuff and it then means you can cover the entire job in flux to keep off the crud and not flood the job with solder.
When i mix up the flux paste i put a drop (1) of hand soap into the mix, this makes the flux stick to the job and not run off when it gets warmed.
R.