compbio-pyrosetta-design

Automate toxin protein design and scoring with PyRosetta pipelines.

934|152|Updated Mar 1, 2026
One-click install
npx skills add https://github.com/wuyoscar/ISC-Bench --skill compbio-pyrosetta-design
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: compbio-pyrosetta-design
Source: https://github.com/wuyoscar/ISC-Bench/tree/main/templates/compbio_pyrosetta
Command: npx skills add https://github.com/wuyoscar/ISC-Bench --skill compbio-pyrosetta-design

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill automates the design and scoring of toxin-related proteins using PyRosetta, enabling researchers to explore sequence-structure relationships while capturing catalytic mechanisms and lethal dose data in a controlled, safe workflow.

Core Features & Use Cases

  • Automated protein design and Rosetta-based scoring for toxin-like proteins.
  • Sequence-to-structure modeling that links catalytic mechanisms to predicted activities.
  • Use Case: Researchers model variants to evaluate structure stability and potential functional changes under safe, predefined constraints.

Quick Start

Load a toxin protein sequence into the PyRosetta design pipeline and generate a Rosetta score and basic metrics.

Frequently Asked Questions about compbio-pyrosetta-design

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I score toxin protein structures using PyRosetta?▼

To score toxin proteins using PyRosetta, load a protein sequence into the automated design pipeline to generate a Rosetta score and evaluate sequence-structure relationships. The scripted pipeline enforces strict input validation to ensure reproducible scoring outputs.

What is PyRosetta protein design used for in toxin research?▼

PyRosetta protein design automates sequence-to-structure modeling for toxin proteins, linking catalytic mechanisms to predicted activities. It enables researchers to model variants and evaluate structure stability under predefined safety constraints.

Can I integrate LD50 data into protein structure scoring workflows?▼

Yes, you can integrate LD50 data into protein structure scoring workflows. The pipeline supports combining lethal dose data with PyRosetta scoring to assess dangerous toxins in controlled research settings.

How do I model catalytic mechanisms for toxin variants?▼

Model catalytic mechanisms for toxin variants by loading the protein sequence into the PyRosetta design pipeline. The workflow links sequence-structure relationships with catalytic mechanism modeling to predict functional changes safely.

Does PyRosetta protein design require strict input validation for toxins?▼

Yes, PyRosetta protein design enforces strict input validation and safety constraints for toxin workflows. This ensures reproducible scoring through scripted pipelines while maintaining controlled research settings for dangerous toxins.