Hypochlorous acid (HClO) plays a pivotal role in both biological systems and food industrial processes, making the development of fluorescent probes for its sensitive and selective detection an enduring research focus. In this study, we designed and synthesized a fluorescent probe (HClO-1) derived from Hantzsch ester (a 1,4-dihydropyridine derivative) for HClO-sensitive detection. This probe exhibits a selective addition reaction with HClO, leading to the quenching of its intrinsic blue fluorescence. Notably, HClO-1 demonstrates high sensitivity, achieving detection limits of 67.7 nM for fluorometric assay and 20.1 nM for colorimetric assay. Based on these findings, we developed a fluorescence-based quantitative method to assess the HClO scavenging capacity of flavonoids, using half maximal inhibitory concentration (IC₅₀) as the key evaluation parameter. More encouragingly, this fluorescent probe successfully enabled the direct evaluation of flavonoid antioxidants’ ability to scavenge HClO. In conclusion, HClO-1 provides a reliable and feasible method for both the detection of HClO in the environment and the assessment of flavonoid antioxidant capacity.