rfdiffusion

Generate de novo protein backbones with a diffusion-based generative model.

25|5|Updated Mar 22, 2026
One-click install
npx skills add https://github.com/zongtingwei/Bioclaw_Skills_Hub --skill rfdiffusion-zongtingwei
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: rfdiffusion
Source: https://github.com/zongtingwei/Bioclaw_Skills_Hub/tree/main/skills/protein-design/skills/rfdiffusion
Command: npx skills add https://github.com/zongtingwei/Bioclaw_Skills_Hub --skill rfdiffusion-zongtingwei

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

RFdiffusion provides automated generation of plausible protein backbones for diverse design tasks, accelerating scaffold creation and binder design workflows.

Core Features & Use Cases

  • Binder scaffolds for target proteins
  • De novo backbone generation
  • Motif scaffolding with hotspot specification
  • Symmetric oligomer design
  • Smooth handoff to downstream steps like proteinmpnn and structure prediction

Quick Start

Provide a target design objective (for example, a binder scaffold for a specific PDB) and RFdiffusion will generate a set of backbones ready for downstream sequence design.

Frequently Asked Questions about rfdiffusion

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

FAQPage Schema
How do I generate de novo protein backbones for binder design?

Motif scaffolding with hotspot specification works by defining specific contigmap specifications and hotspot definitions that guide the diffusion model to generate backbones incorporating the desired structural motif. This ensures the generated structures maintain the functional constraints of the target interface.

Can I design symmetric oligomers using diffusion-based protein generation?

Yes, symmetric oligomers can be designed using diffusion-based protein generation by applying optional symmetry constraints during the backbone generation process. This allows the model to produce oligomeric structures that maintain the specified symmetry relationships across the generated chains.

What do I need to start protein backbone generation with RFdiffusion?

To start protein backbone generation, you need a target design objective, compatible checkpoints, and contigmap specifications defining the structural constraints. Optional inputs include hotspot definitions for interface guidance and symmetry constraints for oligomeric designs.

Does RFdiffusion work with ProteinMPNN for sequence design?

RFdiffusion provides a smooth handoff to downstream steps like ProteinMPNN for sequence design and structure prediction. The generated backbone structures serve as direct input for these downstream tools to validate and assign amino acid sequences.