Curated biology & biomedical AI agent skills from across GitHub. Click any column header to sort. Click a row to expand the readiness checklist.
| Repository ▲ | Description ▲ | Skills ▲ | Stars ▲ | Forks ▲ | OpenClaw Ready ▲ | Domains ▲ |
|---|---|---|---|---|---|---|
ClawBioClawBio |
Bioinformatics-native AI agent skill library. Local-first genomic analysis with reproducibility bundles; the live catalogue is skills/catalog.json. | 28 | ★ 342 | ☍ 50 | ✓ READY | |
✓SKILL.md + YAML frontmatter
✓metadata.openclaw section
✓trigger_keywords routing
✓Python CLI + api.py
✓pytest suites (2,318 tests)
✓Demo data & --demo flag
✓result.json output
✓Reproducibility bundle
| ||||||
GPTomicsbioSkills |
425 bioinformatics SKILL.md files across 62 categories. RNA-seq, variant analysis, sequencing QC, pathways, single-cell, and epigenomics. | 425 | ★ 331 | ☍ 52 | ✓ READY | |
✓SKILL.md with methodology
✓Structured for AI agents
✓Code patterns & best practices
~OpenClaw frontmatter (varies)
—No Python CLI scripts
—No test suites
| ||||||
FreedomIntelligenceOpenClaw-Medical-Skills |
Largest open-source medical AI skills library. 869 skills covering clinical research, genomics, drug discovery, biomedical ontologies, and lab automation. | 869 | ★ 1,037 | ☍ 123 | ✓ READY | |
✓SKILL.md format
✓OpenClaw-compatible
✓Categorized skill directory
~Quality varies (869 entries)
—Methodology-only (no scripts)
| ||||||
wu-ycLabClaw |
Skill operating layer for Stanford LabOS. 211 production-ready SKILL.md files for biomedical AI — biology, lab automation, drug discovery, and data science. | 211 | ★ 317 | ☍ 54 | ✓ READY | |
✓SKILL.md structured format
✓OpenClaw-compatible metadata
✓Modular skill directory
✓When/how/output guidance
—No CLI scripts (methodology-only)
| ||||||
K-Dense-AIclaude-scientific-skills |
250+ scientific database skills with access to UniProt, ChEMBL, Ensembl, AlphaFold DB, and 60+ Python packages including BioPython, Scanpy, and RDKit. | 250 | ★ 14.5k | ☍ 1,585 | ~ PARTIAL | |
✓SKILL.md files present
~Custom format (not full OpenClaw)
✓Database API patterns
✓MCP server integration
—Missing openclaw.metadata block
—No trigger_keywords
| ||||||
the-omics-oslobster-local |
Self-evolving agentic framework for bioinformatics. Modular platform with pluggable execution. Download → QC → Cluster → Annotate in one conversation. | 10 | ★ 50 | ☍ 4 | ~ PARTIAL | |
✓Claude Code integration
✓Modular agent routing
~Custom skill format
—Not standard SKILL.md
—No OpenClaw metadata
| ||||||
Runchuan-BUBioClaw |
AI-powered bioinformatics assistant from Stanford/Princeton. NanoClaw architecture with BLAST, BWA, PyMOL, FastQC. Accessible via WhatsApp. | 8 | ★ 178 | ☍ 21 | ~ PARTIAL | |
✓Built on OpenClaw ecosystem
~Container-based skills
—Not standard SKILL.md format
—No OpenClaw metadata block
—WhatsApp-only interface
| ||||||
snap-stanfordBiomni |
General-purpose biomedical AI agent from Stanford SNAP. 105 software tools + 150 specialized bio tools + 59 databases. CRISPR, GWAS, rare disease diagnosis. | 314 | ★ 2,826 | ☍ 508 | — FRAMEWORK | |
✓Comprehensive tool library
✓Research-grade evaluation
—Custom Python framework
—No SKILL.md files
—No OpenClaw integration
—Needs full adaptation
| ||||||
pritampanda15bioclaw |
Bioinformatics agent for NGS analysis and drug design. Pipeline-oriented approach for next-generation sequencing workflows. | 5 | ★ — | ☍ — | — FRAMEWORK | |
~Bioinformatics domain
—No SKILL.md format
—No OpenClaw metadata
—Custom architecture
| ||||||
| Skill ▲ | Description ▲ | Status ▲ | Python ▲ | Tests ▲ | Demo ▲ |
|---|---|---|---|---|---|
💊pharmgx-reporter |
Pharmacogenomics report — 12 genes, 31 SNPs, 51 drugs | MVP | ✓ | 24 | ✓ |
🍅nutrigx-advisor |
Nutrigenomics advisor — diet & nutrition genetics | MVP | ✓ | 9 | ✓ |
⚖equity-scorer |
HEIM genomic equity score — population representation | MVP | ✓ | 24 | ✓ |
🧬genome-compare |
IBS genome comparison — vs George Church & ancestry | MVP | ✓ | 28 | ✓ |
🎲gwas-prs |
Polygenic risk scores — PGS Catalog integration | MVP | ✓ | 25 | ✓ |
🔍gwas-lookup |
Federated variant query — 9 genomic databases | MVP | ✓ | 15 | ✓ |
📊clinpgx |
ClinPGx API — gene-drug pharmacogenomic lookup | MVP | ✓ | 32 | ✓ |
🔬scrna-orchestrator |
Single-cell RNA-seq pipeline — Scanpy + doublet removal | MVP | ✓ | — | ✓ |
🌍galaxy-bridge |
Galaxy tool hub — search & run 8,000+ bioinformatics tools | MVP | ✓ | — | ✓ |
📄profile-report |
Unified personal genomic profile report | MVP | ✓ | — | ✓ |
🇬🇧ukb-navigator |
UK Biobank schema search — semantic field discovery | MVP | ✓ | — | ✓ |
📸data-extractor |
Scientific figure digitization — extract data from plots | MVP | ✓ | — | — |
💬bio-orchestrator |
Auto-router — routes queries to the right skill | MVP | ✓ | — | ✓ |
🏭claw-ancestry-pca |
PCA ancestry estimation — population structure | SKILL.md | — | — | — |
📈claw-semantic-sim |
Semantic similarity — disease neglect & research gaps | SKILL.md | — | — | — |
📖lit-synthesizer |
Literature search — PubMed, bioRxiv, citation graphs | SKILL.md | — | — | — |
🧰vcf-annotator |
VEP / ClinVar / gnomAD variant annotation | SKILL.md | — | — | — |
🧮struct-predictor |
AlphaFold / Boltz protein structure prediction | SKILL.md | — | — | — |
🔄repro-enforcer |
Reproducibility — Nextflow, Singularity, Conda export | SKILL.md | — | — | — |
📄seq-wrangler |
Sequence QC — FASTQ, BAM, alignment, trimming | SKILL.md | — | — | — |
🧪claw-metagenomics |
Metagenomics profiling & community analysis | SKILL.md | — | — | — |
📷drug-photo |
Drug photo identification & pill matching | SKILL.md | — | — | — |
📝labstep |
Labstep ELN API — experiments, protocols, inventory | SKILL.md | — | — | — |
💡labstep-sentiment |
Research findings & experiment sentiment analysis | SKILL.md | — | — | — |
🧪nucleic-acid-analysis |
Qubit, TapeStation, qPCR data extraction | SKILL.md | — | — | — |
📁read-from-sharepoint |
Read lab data from OneDrive/SharePoint (read-only) | SKILL.md | — | — | — |
📋experiment-summary |
Generate experiment summary .docx from lab data | SKILL.md | — | — | — |
🛠lab-orchestrator |
Lab workflow orchestration — routes to sub-skills | SKILL.md | — | — | — |