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Adaptyv is a specialized skill for Claude Code that bridges the gap between computational protein design and physical laboratory validation. It enables researchers and developers to optimize protein sequences using advanced tools like SolubleMPNN and ESM, and then submit those designs directly to a cloud-based wet lab for automated testing. This skill streamlines the entire protein engineering lifecycle—from addressing solubility and aggregation issues in-silico to receiving real-world data on binding assays, expression levels, and thermostability within a unified workflow.