Scientific Protein Design

Protein design

Protein design skill. De novo protein design, directed evolution simulation, stability prediction, and protein engineering workflow support.

Use This Skill When

• De novo protein design.
• Directed evolution simulation.
• Stability prediction.
• Protein engineering workflow support.

Required Inputs

• Research objective, decision target, or hypothesis.
• Available data, source constraints, and domain assumptions.
• Required outputs, success metrics, and deadline or reproducibility constraints.

Workflow

1. Confirm scope, assumptions, and the exact artifact set to save.
2. Apply the narrowest domain method that answers the request with defensible evidence.
3. Save code, tables, figures, and intermediate outputs to files instead of chat-only output.
4. State limitations, uncertainty, and any validation or sensitivity checks performed.