rowan

Automate molecular modeling and medicinal-chemistry workflows via a Python API.

74|5|Updated Dec 10, 2025
One-click install
npx skills add https://github.com/dralkh/seerai --skill rowan-dralkh
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: rowan
Source: https://github.com/dralkh/seerai/tree/main/skills/rowan
Command: npx skills add https://github.com/dralkh/seerai --skill rowan-dralkh

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Rowan removes the friction of running medicinal-chemistry and molecular-modeling pipelines locally by giving you a single Python API for scalable cloud computation, so you can focus on analysis instead of infrastructure.

Core Features & Use Cases

  • Property prediction: Run descriptors, pKa, macropKa, solubility, permeability, ADMET, and related molecular property workflows.
  • Structure-based design: Perform conformer and tautomer search, docking, analogue docking, batch docking, pose refinement, and protein-ligand cofolding.
  • Research workflows: Organize campaigns with projects, folders, webhooks, batch submission, and typed results for reproducible screening and SAR studies.
  • Use case: A medicinal chemist can screen a series of SMILES strings, rank them by docking score and pKa, then refine the best candidates with conformer generation and cofolding.

Quick Start

Ask me to use Rowan to run the appropriate molecular modeling workflow for your SMILES strings, protein target, or sequence and summarize the resulting predictions.

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 pKa prediction workflows in the cloud?

Protein-ligand cofolding and conformer search are executed by submitting molecular inputs through the Python API, which automates cloud computation and returns typed structural predictions for reproducible analysis.

Can I batch screen SMILES strings for ADMET properties and docking scores?

Batch screening for ADMET properties and docking scores is supported, allowing you to submit multiple SMILES strings, rank candidates by prediction results, and organize campaigns within project folders.

Do I need a Rowan API key to automate medicinal chemistry workflows?

Yes, Rowan API authentication is required to execute cloud-based medicinal chemistry workflows, alongside workflow-specific molecular inputs and project organization for reproducible batch submission and polling.

What's the best way to manage reproducible SAR studies and screening campaigns?

Reproducible SAR studies and screening campaigns are managed using built-in projects, folders, webhooks, and batch submission features to organize molecular modeling tasks and typed results.

Does this approach support analogue docking and tautomer generation for small molecules?

Analogue docking and tautomer generation are fully supported for small molecules, alongside pose refinement and conformer search, enabling comprehensive structure-based design workflows.