Aquatic ecosystems harbor diverse bacterial communities, among which Aeromonas spp. are recognized as important opportunistic pathogens affecting fish health and conservation efforts. Previous investigations have revealed substantial diversity in antimicrobial resistance and virulence profiles among Aeromonas isolates associated with endangered freshwater fishes; however, the genomic mechanisms underlying pathogenicity, environmental persistence, and adaptation remain insufficiently understood. This study aimed to investigate the genome-level characteristics of an Aeromonas veronii isolate associated with an endangered Schizothoracine freshwater fish, scaly osman Diptychus maculatus, from Xinjiang, China, and provide insights into its adaptive and pathogenic potential. A representative pathogenic Aeromonas isolate was subjected to hybrid whole-genome sequencing integrating short- and long-read sequencing technologies. Genome assembly, quality assessment, and structural annotation were performed, followed by comprehensive functional characterization using genomic databases, including NR, COG, KEGG, GO, Pfam, Swiss-Prot, VFDB, and PHI-base. Genome mining approaches were applied to identify genetic features associated with virulence, antimicrobial resistance potential, metabolic functions, and environmental adaptation. Genome analysis revealed a complex genetic repertoire associated with bacterial survival, host interaction, and ecological adaptation. Functional annotation identified diverse biological pathways supporting metabolic versatility, while genomic screening highlighted signatures linked with pathogenic potential and evolutionary flexibility. These findings provide insights into the genetic basis supporting the persistence of Aeromonas veronii within aquatic environments. This genome-based investigation enhances understanding of Aeromonas adaptation in endangered fish-associated ecosystems and highlights the importance of genomic approaches for pathogen surveillance, biodiversity conservation, and sustainable aquatic health management.