rowan SKILL.md skillA
rowan from k-dense-ai/scientific-agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add k-dense-ai/scientific-agent-skills/rowan@v1.7Pins v1.7 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- k-dense-ai/scientific-agent-skills
- Path
skills/rowan/SKILL.md- Versions recorded
- 7
- Latest version
- v1.7, committed Oct 1, 2026
- First version recorded
- Jul 26, 2026
- Size
- 17,335 bytes
- Repository stars
- 56,497
- License
- MIT
Rowan is a cloud-native molecular modeling and medicinal-chemistry workflow platform with a Python API. Use for pKa and macropKa prediction, conformer and tautomer ensembles, docking and analogue docking, protein-ligand cofolding, MSA generation, molecular dynamics, permeability, descriptor workflows, and related small-molecule or protein modeling tasks. Ideal for programmatic batch screening, multi-step chemistry pipelines, and workflows that would otherwise require maintaining local HPC/GPU…
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Rowan: Cloud-Native Molecular-Modeling and Drug-Design Workflows ## Overview Rowan is a cloud-native workflow platform for molecular simulation, medicinal chemistry, and structure-based design. Its Python API exposes a unified interface for small-molecule modeling, property prediction, docking, molecular dynamics, and AI structure workflows. Use Rowan when you want to run medicinal-chemistry or molecular-design workflows programmatically without maintaining local HPC infrastructure, GPU provisioning, or a collection of separate modeling tools. The service manages hosted compute and results; available workflows depend on the account. ## When to use Rowan **Rowan is a good fit for:** - Quantum chemistry, semiempirical methods, or neural network potentials - Batch property prediction (pKa, descriptors, permeability, solubility) - Conformer and tautomer ensemble generation - Docking workflows (single-ligand, analogue series, pose refinement) - Protein-ligand cofolding and MSA generation - Multi-step chemistry pipelines (e.g., tautomer search → docking → pose analysis) - Batch medicinal-chemistry campaigns where you need consistent, scalable infrastructure …
Read the whole file at its exact version.
How to install
mdr add k-dense-ai/scientific-agent-skills/rowan@sha256:d631f00ae0f9325aThe line at the top of this page pins the label v1.7, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_3wt5vx2gx3wvsvpj)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 7 versions of this file, between Jul 26, 2026 and Oct 1, 2026, about one every 11 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.7 latest | 2026-10-01 | a92663a | 17,335 B | A | view · diff |
| v1.6 | 2026-09-30 | ce9e6e9 | 14,688 B | A | view · diff |
| v1.5 | 2026-08-29 | 7b0386d | 14,365 B | A | view · diff |
| v1.4 | 2026-07-31 | 4226ca8 | 13,386 B | A | view · diff |
| v1.3 | 2026-07-31 | bd99c01 | 13,386 B | A | view · diff |
| v1.3 | 2026-07-26 | 2f2022d | 13,383 B | A | view · diff |
| v1.2 | 2026-07-26 | b085e11 | 37,067 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (17335 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
k-dense-ai/scientific-agent-skills · 56,497 stars · license MIT · pushed 2026-11-02 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_3wt5vx2gx3wvsvpj GET https://markdownregistry.com/api/v1/resolve?ref=k-dense-ai/scientific-agent-skills/rowan GET https://markdownregistry.com/api/v1/blob/d631f00ae0f9325aa58912bb571b7eb43bc42c553498e4c97f4d65a1683c8599
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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