9 Repositories
2,000+Total Skills
4 OpenClaw Ready
3 Partially Ready
⌕
✓ READY SKILL.md + OpenClaw frontmatter
~ PARTIAL SKILL.md but missing metadata
— FRAMEWORK Needs adaptation

## Repositories

9 repos

Repository ▲ | Description ▲ | Skills ▲ | Stars ▲ | Forks ▲ | OpenClaw Ready ▲ | Domains ▲
--- | --- | --- | --- | --- | --- | ---
ClawBio ClawBio | First bioinformatics-native AI agent skill library. Local-first genomic analysis with reproducibility bundles. 78 skills + 8,000 Galaxy tools. | 28 | ★ 342 | ☍ 50 | ✓ READY | PGx GWAS scRNA equity Galaxy
✓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
GPTomics bioSkills | 425 bioinformatics SKILL.md files across 62 categories. RNA-seq, variant analysis, sequencing QC, pathways, single-cell, and epigenomics. | 425 | ★ 331 | ☍ 52 | ✓ READY | RNA-seq scRNA variants epigenomics
✓SKILL.md with methodology ✓Structured for AI agents ✓Code patterns & best practices ~OpenClaw frontmatter (varies) —No Python CLI scripts —No test suites
FreedomIntelligence OpenClaw-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 | clinical drug discovery AlphaFold CRISPR
✓SKILL.md format ✓OpenClaw-compatible ✓Categorized skill directory ~Quality varies (869 entries) —Methodology-only (no scripts)
wu-yc LabClaw | 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 | lab automation COBRA gget CELLxGENE
✓SKILL.md structured format ✓OpenClaw-compatible metadata ✓Modular skill directory ✓When/how/output guidance —No CLI scripts (methodology-only)
K-Dense-AI claude-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 | UniProt ChEMBL Ensembl BioPython
✓SKILL.md files present ~Custom format (not full OpenClaw) ✓Database API patterns ✓MCP server integration —Missing openclaw.metadata block —No trigger_keywords
the-omics-os lobster-local | Self-evolving agentic framework for bioinformatics. Modular platform with pluggable execution. Download → QC → Cluster → Annotate in one conversation. | 10 | ★ 50 | ☍ 4 | ~ PARTIAL | scRNA-seq proteomics MuData literature
✓Claude Code integration ✓Modular agent routing ~Custom skill format —Not standard SKILL.md —No OpenClaw metadata
Runchuan-BU BioClaw | AI-powered bioinformatics assistant from Stanford/Princeton. NanoClaw architecture with BLAST, BWA, PyMOL, FastQC. Accessible via WhatsApp. | 8 | ★ 178 | ☍ 21 | ~ PARTIAL | BLAST BWA PyMOL FastQC
✓Built on OpenClaw ecosystem ~Container-based skills —Not standard SKILL.md format —No OpenClaw metadata block —WhatsApp-only interface
snap-stanford Biomni | 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 | CRISPR GWAS ADMET rare disease
✓Comprehensive tool library ✓Research-grade evaluation —Custom Python framework —No SKILL.md files —No OpenClaw integration —Needs full adaptation
pritampanda15 bioclaw | Bioinformatics agent for NGS analysis and drug design. Pipeline-oriented approach for next-generation sequencing workflows. | 5 | ★ — | ☍ — | — FRAMEWORK | NGS drug design pipelines
~Bioinformatics domain —No SKILL.md format —No OpenClaw metadata —Custom architecture

## ClawBio Native Skills

28 skills

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 | — | — | —