I am not sure when open source became this magical unicorn but I suppose it is good that someone tries to guide would-be contributors - even if I wish they rather had an itch to scrath than viewing it as merely a box to check for the resume.
I recommend starting with something you use or would like to use.
I recommend starting with something you use or would like to use.