ClawBio
The Hugging Face for Biology.
An open-source, reproducible library of biomedical skills
that any agent can run with a single command.
the execution layer for biological AI
clawbio.ai
The Problem
Biology is trapped in PDFs. That has to change.
📄
Knowledge is disconnected
Code, data, parameters — all scattered.
Hard for humans. Impossible for AI.
🔒
Data cannot leave
Genomic data stays on-device.
Cloud-only = non-starter.
🤖
No execution layer
Every lab reinvents the wheel.
The foundational layer was missing.
ClawBio turns biomedical methods into reusable, verifiable, local-first, agent-native skills.
Instead of static papers, you get workflows that actually run.
Live Demo · Pharmacogenomics
Snap a drug. Get your personalised risk.
💻
Show terminal
One of 21 skills
already available
→
📱 Photo of drug box
Pharmacy or clinic.
Identifies drug, pulls PGx guidance,
checks your genome.
→
Warfarin · High Risk
🚫 AVOID standard dose
CYP2C9 *1/*3
Reduced metabolism
⚠️ Use 30–50% lower dose
For clinician review
The whole workflow is reproducible, inspectable, and executable by any agent.
Traction & Platform
2,000+ clones. 150+ stars. 10 days. No paid marketing.
2,000+
Clones
people running the code
150+
GitHub Stars
organic, no marketing
21
Skills
health equity, nutrigenomics, PGx & more
Live
Telegram & WhatsApp
already deployed on two platforms
The pull is real
✓ People found it organically and started using it
✓ External contributors already submitting code
✓ Community growing across 3+ countries
Pharmacogenomics is only the first wedge. The bigger opportunity is the platform itself: the infrastructure layer where developers, researchers, and healthcare teams discover, verify, and run trusted biological skills.
The Ask
Biology should run as trusted, reproducible skills — not PDFs.
ClawBio is building the execution layer for biological AI.
We already have early traction, a live product, and a community starting to build with us.
🎯 Early traction
2,000+ clones, 150+ stars, external contributors — all organic in 10 days. Live on Telegram and WhatsApp.
🔒 Local-first by design
Sensitive health and genomic data stays on your device. Every skill is reproducible, inspectable, and auditable.
🧬 Open platform
21 skills across pharmacogenomics, health equity, nutrigenomics and more. Developers and researchers are already building on it.
🤝 What we're looking for
The right investors, collaborators, and design partners to help make ClawBio the default platform for executable biology.
ClawBio: the execution layer for biological AI.