Abstract Diaporthe helianthi is one of the main fungal pathogens responsible for causing phomopsis stem canker and significant yield losses of sunflowers. In this study, the calmodulin ( Cal ) gene of D. helianthi was selected to develop a rapid detection method involving recombinase polymerase amplification (RPA) combined with CRISPR/Cas12a-based detection at 37 °C. The developed detection system could complete the specific detection of D. helianthi in 45 min, including 25 min for RPA and 20 min for CRISPR/Cas12 reaction. The detection system could be coupled with both lateral flow test strips and fluorescence signal reading modes. The detection limit for lateral flow assay was 1 pg/μL genomic D. helianthi DNA (14 copies/µL); The detection limit for fluorescence signal was 0.1 pg/μL genomic DNA (1.4 copies/µL), approximately 100 times higher than that of the real-time PCR. Thus, the developed RPA/CRISPR-Cas12a system meets the need for portable detection of D. helianthi on-site at ports and in the field.