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The yb-translator skill bridges the gap between software engineering and biology by providing precise mappings between programming paradigms—such as immutability, inheritance, and formal verification—and their biological counterparts. By utilizing standardized ontologies from the European Bioinformatics Institute (EBI), including the Gene Ontology (GO) and Cell Ontology (CL), it allows developers and researchers to find structural and functional parallels in nature. This tool is essential for cross-disciplinary communication, bio-inspired computing research, and educational purposes where biological analogies can clarify abstract computational logic.