We investigate the interaction between charged boron vacancies V − B in hBN and optomechanical modes in a nanobeam cavity using spatially resolved photoluminescence (PL) and Raman spectroscopy. V − B is a point defect emitter and the emission is dominated by phonon-assisted processes. As such, the V − B emission is intrinsically sensitive to, and interacts with local deformations such as lattice phonons and cavity optomechanical vibrations. We observe a pronounced spectral asymmetry of the high-Q (∼ 10 5 ) nanocavity photonic mode that is only presented for cavities containing V − B emitters, revealing the emitter-induced active cavity optomechanics. Meanwhile, we reveal the cavity-induced control of phonon-assisted V − B emission by exploring the luminescence with positiondependent vibrations in freely suspended structures and the resonant excitation of cavity photons with cooling and heating detunings. Our results show how V − B defect related phonons mediate the coupling between V − B emission, cavity photons and cavity vibrations as an emitter-optomechanical system. Such multipartite interplay between different vibronic (defect phonon, nanomechanical vibration) and photonic (defect emission, nanophotonic cavity) modes extends the cavity QED system and provide new paradigms for interfacing spin, photons and phonons in condensed matters.