We demonstrate a fiber delay line-based direct comb-line stabilization with 6×10-15 frequency instability within 1 s. Two combs could be simultaneously stabilized to a single fiber delay-line with ∼1-Hz relative linewidth and ∼20-Hz absolute linewidth.