rowan

Execute cloud-native molecular modeling and drug-design workflows via Rowan's Python API.

321|26|Updated Mar 10, 2026
One-click install
npx skills add https://github.com/mkurman/tamux --skill rowan-mkurman
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: rowan
Source: https://github.com/mkurman/tamux/tree/main/skills/scientific-skills/rowan
Command: npx skills add https://github.com/mkurman/tamux --skill rowan-mkurman

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Rowan provides a cloud-native platform for molecular modeling and drug-design workflows, enabling researchers to run complex computations without maintaining local HPC infrastructure and ensuring scalable, reproducible results.

Core Features & Use Cases

  • Cloud-native workflows for descriptors, pKa, macropKa, conformer search, docking, MSA generation, and protein-ligand cofolding.
  • Unified Python API to submit, monitor, and retrieve typed results with project/folder organization and webhook support.
  • End-to-end pipelines from molecular input to actionable predictions, suitable for batch campaigns and AI-assisted design.

Quick Start

Authenticate with Rowan and submit your first workflow using a sample SMILES string.

Frequently Asked Questions about rowan

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

FAQPage Schema
How do I run molecular docking and conformer searches without local HPC infrastructure?

Cloud-native molecular docking and conformer searches can be executed without local HPC by using Rowan's Python API to submit and monitor scalable workflows, ensuring reproducible results without maintaining local compute infrastructure.

What is macropKa calculation and when do I need it for drug design?

MacropKa calculation predicts acid-base behavior of complex molecules across states. You need it in drug design workflows to understand ionization states affecting ligand binding, solubility, and pharmacokinetic properties during molecular modeling.

Do I need a specific Python version and API key to use cloud-based molecular modeling workflows?

Yes, executing cloud-based molecular modeling workflows requires Python 3.12 or higher and a valid Rowan API key to authenticate, submit, and retrieve typed computational results from the platform.

How do I calculate molecular descriptors and generate MSA for batch drug-design campaigns?

To calculate molecular descriptors and generate MSA for batch campaigns, authenticate with the Rowan Python API, submit molecular inputs like SMILES strings, and retrieve typed results organized by project folders with webhook support.

What's the best way to perform protein-ligand cofolding at scale for AI-assisted molecular design?

The best way to perform protein-ligand cofolding at scale is using a unified cloud-native Python API handling end-to-end pipelines from molecular input to actionable predictions, suitable for batch campaigns and AI-assisted design without local HPC.

Can I organize and monitor tautomer search results using webhooks in a Python environment?

Yes, you can organize tautomer search results by project and folder within the Python API, and use webhook support to monitor workflow status, ensuring scalable and reproducible tracking of computational molecular modeling tasks.