adaptyv

7.5

211

Cloud laboratory platform for automated protein testing and validation. Use when designing proteins and needing experimental validation including binding assays, expression testing, thermostability measurements, enzyme activity assays, or protein sequence optimization. Also use for submitting experiments via API, tracking experiment status, downloading results, optimizing protein sequences for better expression using computational tools (NetSolP, SoluProt, SolubleMPNN, ESM), or managing protein design workflows with wet-lab validation.

protein-design

7.5

Rating

Installs

AI & LLM

Quick Review

Well-structured skill for protein validation via Adaptyv's cloud laboratory API. The description clearly covers capabilities (binding assays, expression testing, thermostability, optimization), and SKILL.md provides excellent organization with authentication setup, basic usage code, and appropriate references to detailed documentation files. Task knowledge is strong with concrete Python examples and references to comprehensive guides for experiments, optimization workflows, and API details. Structure is exemplary—concise overview with modular reference files. Novelty is moderate: while the skill provides valuable domain integration for wet-lab validation and reduces complexity of API interaction, a CLI agent could theoretically accomplish similar tasks with API documentation, though less efficiently. The skill's main value is consolidating protein optimization best practices and streamlining the experiment submission workflow for AI-driven protein design.