Ribonuclease Dicer initiates gene-silencing process by cleaving exogenously long RNA duplexes into small interfering RNA (siRNA) or endogenous precursor microRNAs (pre-miRNAs) into mature miRNAs. It holds great promise in cancer diagnosis and therapeutics due to its molecular ruler role. However, the intracellular Dicer detection remains a key challenge and Dicer related gene therapy has never been explored. In this study, we design a fluorescent labeling Dicer substrate and effectively deliver it into cell by exosomes derived from the target parent cells for intracellular Dicer expression level monitor and gene therapy. Using pre-miRNA let-7a as a model, the Dicer substrates with two terminals labeled with fluorescent and quencher group respectively was obtained by T4 RNA mediated ligase reaction from two short RNA sequences. Then, the substrate was packaged into exosomes by electroporation and delivered to target cells for intracellular dicer imaging detection. After packaging substrates into exosomes with little immunogenicity and good innate biocompatibility by electroporation and delivered to target cells, the Dicer mediated substrate cleavage was effectively monitored by the fluorescence recovery, providing a powerful tool for Dicer analysis. Importantly, the cleaved product exhibited significant suppression toward tumor cell growth and regulated cancer cells cycle. This work might open a new avenue for Dicer analysis and Dicer-related clinical application.