Muriatic strips it bare in a heartbeat, but rinse it off and neutralize fast. Less powerful acids will work eventually. Not sure you want the phosphoric compounds if you are nitriding it immediately afterwards. Phosphoric is good for keeping it 'clean' for a long time but is its own form of light coating.