tooluniverse-protein-therapeutic-design

What problem does it solve?

This Skill enables rapid, AI-guided design of protein therapeutics by integrating backbone generation, sequence optimization, and rigorous validation into a repeatable workflow.

Core Features & Use Cases

• End-to-end protein design: generate de novo backbones with RFdiffusion, optimize sequences with ProteinMPNN, and validate structures with ESMFold/AlphaFold2.
• Developability-aware: incorporate aggregation, expression, and immunogenicity considerations into ranking.
• Use Case: design a binder against a target, then produce a ranked report with sequences ready for experimental testing.

Quick Start

Run a complete design pipeline by supplying a target or structure to generate backbones, design sequences, validate designs, and produce a final report.