ClawBio
ClawBio is the first bioinformatics-native AI agent skill library — a curated, open-source repository of domain expert pipelines packaged as reproducible OpenClaw skills.
About
ClawBio is the first bioinformatics-native AI agent skill library — a curated, open-source repository of domain expert pipelines packaged as reproducible OpenClaw skills. Every skill exports a reproducibility bundle: commands.sh, environment.yml, and SHA-256 checksums so analyses can be verified without the agent. Current skills cover pharmacogenomics, ancestry PCA, GWAS, nutrigenomics, metagenomics, and more. Genomic data stays on-device by design. 400+ GitHub stars, 24 skills, and a Claude Code plugin.
Bioinformaticians, computational biologists, and genomics researchers who want proven, reproducible analysis pipelines they can call from OpenClaw or Claude Code — particularly for personal genomics, pharmacogenomics, and population genetics work where data privacy and reproducibility matter.
Pros & Cons
Pros
- check Reproducibility-first: SHA-256 checksums and environment bundles mean results are verifiable independently of the AI
- check Local-first by design — sensitive genomic data never leaves the machine
- check MIT licensed and community-driven — anyone can contribute a skill via PR
- check Claude Code plugin (`/plugin install clawbio`) makes all skills immediately available in two commands
- check Equity-aware roadmap with built-in support for underrepresented population datasets
Cons
- close Only 24 skills currently — useful for a specific set of analyses, but coverage gaps remain
- close Skills are Python-based and require local environment setup even with reproducibility bundles
- close Bioinformatics-only scope — not applicable outside life science research contexts
- close Community-contributed quality varies; not all skills may be current with latest reference data
- close "RoboTerri on Telegram" and community-first positioning suggests research maturity, not enterprise readiness
More Skills Registry
Other tools in the same category.
