Thanks. It turns out that TheIDE does automatically handle RC file.
My problem is that TheIDE does not work well with other 32-bit compilers other than the builtin ones. My test package builds correctly with RC if I use any 64-bit compilers or builtin 32/64-bit CLANGs.