Skill collection
wu-yc/LabClaw agent skills
- skills
- 65
- GitHub stars
- 1.1k
GitHub description: “LabClaw – Operating Layer for LabOS (Stanford-Princeton AI Co-Scientists)”
- Stars
- 1,054 (161 forks)
- Licence
- No licence
- Last push
- Mar 2026
- Created
- Mar 2026
- Homepage
- labclaw-ai.github.io
- Source
- github.com/wu-yc/LabClaw
Install all skills
npx skills add wu-yc/LabClawAdd --skill <name> for a single skill and -a <agent> to choose the agent (see the agent guides).
Skills in wu-yc/LabClaw, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Retrieves chemical compound information from PubChem and ChEMBL with disambiguation, cross-referencing, and quality assessment. | wu-yc/ | 1.1k | 2 repos | ~2.3k | Automated safety check: Pass | No licence | 6 mo ago |
| 2 | Search and retrieve clinical practice guidelines across 12+ authoritative sources including NICE, WHO, ADA, AHA/ACC, NCCN, SIGN, CPIC, CMA, CTFPHC, GIN, MAGICapp, PubMed, EuropePMC, TRIP, and… | wu-yc/ | 1.1k | 2 repos | ~4.9k | Automated safety check: Pass | No licence | 6 mo ago |
| 3 | Generate comprehensive disease research reports using 100+ ToolUniverse tools. | wu-yc/ | 1.1k | 2 repos | ~4.7k | Automated safety check: Pass | No licence | 6 mo ago |
| 4 | Identify drug repurposing candidates using ToolUniverse for target-based, compound-based, and disease-driven strategies. | wu-yc/ | 1.1k | 2 repos | ~4.4k | Automated safety check: Pass | No licence | 6 mo ago |
| 5 | Retrieves gene expression and omics datasets from ArrayExpress and BioStudies with gene disambiguation, experiment quality assessment, and structured reports. | wu-yc/ | 1.1k | 2 repos | ~2.6k | Automated safety check: Pass | No licence | 6 mo ago |
| 6 | Perform comprehensive gene enrichment and pathway analysis using gseapy (ORA and GSEA), PANTHER, STRING, Reactome, and 40+ ToolUniverse tools. | wu-yc/ | 1.1k | 2 repos | ~4k | Automated safety check: Pass | No licence | 6 mo ago |
| 7 | Transform GWAS signals into actionable drug targets and repurposing opportunities. | wu-yc/ | 1.1k | 2 repos | ~4.7k | Automated safety check: Pass | No licence | 6 mo ago |
| 8 | Identify and prioritize causal variants at GWAS loci using statistical fine-mapping and locus-to-gene predictions. | wu-yc/ | 1.1k | 2 repos | ~3k | Automated safety check: Pass | No licence | 6 mo ago |
| 9 | Interpret genetic variants (SNPs) from GWAS studies by aggregating evidence from multiple databases (GWAS Catalog, Open Targets Genetics, ClinVar). | wu-yc/ | 1.1k | 2 repos | ~1.8k | Automated safety check: Pass | No licence | 6 mo ago |
| 10 | Compare GWAS studies, perform meta-analyses, and assess replication across cohorts. | wu-yc/ | 1.1k | 2 repos | ~2.9k | Automated safety check: Pass | No licence | 6 mo ago |
| 11 | Discover genes associated with diseases and traits using GWAS data from the GWAS Catalog (500,000+ associations) and Open Targets Genetics (L2G predictions). | wu-yc/ | 1.1k | 2 repos | ~2.2k | Automated safety check: Pass | No licence | 6 mo ago |
| 12 | Production-ready microscopy image analysis and quantitative imaging data skill for colony morphometry, cell counting, fluorescence quantification, and statistical analysis of imaging-derived… | wu-yc/ | 1.1k | 2 repos | ~4k | Automated safety check: Pass | No licence | 6 mo ago |
| 13 | Comprehensive immune repertoire analysis for T-cell and B-cell receptor sequencing data. | wu-yc/ | 1.1k | 3 repos | ~8k | Automated safety check: Pass | No licence | 6 mo ago |
| 14 | Analyze spatial transcriptomics data to map gene expression in tissue architecture. | wu-yc/ | 1.1k | 3 repos | ~6k | Automated safety check: Pass | No licence | 6 mo ago |
| 15 | Production-ready phylogenetics and sequence analysis skill for alignment processing, tree analysis, and evolutionary metrics. | wu-yc/ | 1.1k | 2 repos | ~4.2k | Automated safety check: Pass | No licence | 6 mo ago |
| 16 | Build and interpret polygenic risk scores (PRS) for complex diseases using GWAS summary statistics. | wu-yc/ | 1.1k | 2 repos | ~3.7k | Automated safety check: Pass | No licence | 6 mo ago |
| 17 | Retrieves protein structure data from RCSB PDB, PDBe, and AlphaFold with protein disambiguation, quality assessment, and comprehensive structural profiles. | wu-yc/ | 1.1k | 2 repos | ~2.8k | Automated safety check: Pass | No licence | 6 mo ago |
| 18 | Design novel protein therapeutics (binders, enzymes, scaffolds) using AI-guided de novo design. | wu-yc/ | 1.1k | 2 repos | ~4.4k | Automated safety check: Pass | No licence | 6 mo ago |
| 19 | Production-ready RNA-seq differential expression analysis using PyDESeq2. | wu-yc/ | 1.1k | 2 repos | ~4.5k | Automated safety check: Pass | No licence | 6 mo ago |
| 20 | Retrieves biological sequences (DNA, RNA, protein) from NCBI and ENA with gene disambiguation, accession type handling, and comprehensive sequence profiles. | wu-yc/ | 1.1k | 2 repos | ~2.7k | Automated safety check: Pass | No licence | 6 mo ago |
| 21 | Perform statistical modeling and regression analysis on biomedical datasets. | wu-yc/ | 1.1k | 2 repos | ~4.9k | Automated safety check: Pass | No licence | 6 mo ago |
| 22 | Comprehensive systems biology and pathway analysis using multiple pathway databases (Reactome, KEGG, WikiPathways, Pathway Commons, BioModels). | wu-yc/ | 1.1k | 2 repos | ~3.3k | Automated safety check: Pass | No licence | 6 mo ago |
| 23 | Detect and analyze adverse drug event signals using FDA FAERS data, drug labels, disproportionality analysis (PRR, ROR, IC), and biomedical evidence. | wu-yc/ | 1.1k | 2 repos | ~11k | Automated safety check: Pass | No licence | 6 mo ago |
| 24 | Comprehensive antibody engineering and optimization for therapeutic development. | wu-yc/ | 1.1k | 2 repos | ~13k | Automated safety check: Pass | No licence | 6 mo ago |
| 25 | Discover novel small molecule binders for protein targets using structure-based and ligand-based approaches. | wu-yc/ | 1.1k | 2 repos | ~12k | Automated safety check: Pass | No licence | 6 mo ago |
| 26 | Provide comprehensive clinical interpretation of somatic mutations in cancer. | wu-yc/ | 1.1k | 2 repos | ~8.9k | Automated safety check: Pass | No licence | 6 mo ago |
| 27 | Comprehensive chemical safety and toxicology assessment integrating ADMET-AI predictions, CTD toxicogenomics, FDA label safety data, DrugBank safety profiles, and STITCH chemical-protein interactions. | wu-yc/ | 1.1k | 2 repos | ~7.5k | Automated safety check: Pass | No licence | 6 mo ago |
| 28 | Strategic clinical trial design feasibility assessment using ToolUniverse. | wu-yc/ | 1.1k | 2 repos | ~11k | Automated safety check: Pass | No licence | 6 mo ago |
| 29 | AI-driven patient-to-trial matching for precision medicine and oncology. | wu-yc/ | 1.1k | 2 repos | ~13k | Automated safety check: Pass | No licence | 6 mo ago |
| 30 | Comprehensive CRISPR screen analysis for functional genomics. | wu-yc/ | 1.1k | 2 repos | ~7.9k | Automated safety check: Pass | No licence | 6 mo ago |
| 31 | Comprehensive computational validation of drug targets for early-stage drug discovery. | wu-yc/ | 1.1k | 2 repos | ~9.9k | Automated safety check: Pass | No licence | 6 mo ago |
| 32 | Production-ready genomics and epigenomics data processing for BixBench questions. | wu-yc/ | 1.1k | 2 repos | ~14k | Automated safety check: Pass | No licence | 6 mo ago |
| 33 | Predict patient response to immune checkpoint inhibitors (ICIs) using multi-biomarker integration. | wu-yc/ | 1.1k | 2 repos | ~8.3k | Automated safety check: Pass | No licence | 6 mo ago |
| 34 | Rapid pathogen characterization and drug repurposing analysis for infectious disease outbreaks. | wu-yc/ | 1.1k | 2 repos | ~5.2k | Automated safety check: Pass | No licence | 6 mo ago |
| 35 | Conduct comprehensive literature research with target disambiguation, evidence grading, and structured theme extraction. | wu-yc/ | 1.1k | 2 repos | ~8.2k | Automated safety check: Pass | No licence | 6 mo ago |
| 36 | Analyze metabolomics data including metabolite identification, quantification, pathway analysis, and metabolic flux. | wu-yc/ | 1.1k | 2 repos | ~5.9k | Automated safety check: Pass | No licence | 6 mo ago |
| 37 | Integrate and analyze multiple omics datasets (transcriptomics, proteomics, epigenomics, genomics, metabolomics) for systems biology and precision medicine. | wu-yc/ | 1.1k | 2 repos | ~6k | Automated safety check: Pass | No licence | 6 mo ago |
| 38 | Comprehensive multi-omics disease characterization integrating genomics, transcriptomics, proteomics, pathway, and therapeutic layers for systems-level understanding. | wu-yc/ | 1.1k | 2 repos | ~10k | Automated safety check: Pass | No licence | 6 mo ago |
| 39 | Construct and analyze compound-target-disease networks for drug repurposing, polypharmacology discovery, and systems pharmacology. | wu-yc/ | 1.1k | 2 repos | ~12k | Automated safety check: Pass | No licence | 6 mo ago |
| 40 | Analyze drug safety signals from FDA adverse event reports, label warnings, and pharmacogenomic data. | wu-yc/ | 1.1k | 2 repos | ~5.5k | Automated safety check: Pass | No licence | 6 mo ago |
| 41 | Comprehensive patient stratification for precision medicine by integrating genomic, clinical, and therapeutic data. | wu-yc/ | 1.1k | 2 repos | ~12k | Automated safety check: Pass | No licence | 6 mo ago |
| 42 | Provide actionable treatment recommendations for cancer patients based on molecular profile. | wu-yc/ | 1.1k | 2 repos | ~8.4k | Automated safety check: Pass | No licence | 6 mo ago |
| 43 | Analyze mass spectrometry proteomics data including protein quantification, differential expression, post-translational modifications (PTMs), and protein-protein interactions. | wu-yc/ | 1.1k | 2 repos | ~6.6k | Automated safety check: Pass | No licence | 6 mo ago |
| 44 | Provide differential diagnosis for patients with suspected rare diseases based on phenotype and genetic data. | wu-yc/ | 1.1k | 2 repos | ~9.7k | Automated safety check: Pass | No licence | 6 mo ago |
| 45 | Computational analysis framework for spatial multi-omics data integration. | wu-yc/ | 1.1k | 2 repos | ~12k | Automated safety check: Pass | No licence | 6 mo ago |
| 46 | Comprehensive structural variant (SV) analysis skill for clinical genomics. | wu-yc/ | 1.1k | 2 repos | ~12k | Automated safety check: Pass | No licence | 6 mo ago |
| 47 | Gather comprehensive biological target intelligence from 9 parallel research paths covering protein info, structure, interactions, pathways, expression, variants, drug interactions, and literature. | wu-yc/ | 1.1k | 2 repos | ~13k | Automated safety check: Pass | No licence | 6 mo ago |
| 48 | Systematic clinical variant interpretation from raw variant calls to ACMG-classified recommendations with structural impact analysis. | wu-yc/ | 1.1k | 2 repos | ~9.5k | Automated safety check: Pass | No licence | 6 mo ago |
Questions, answered from the data.
What is the best skill in wu-yc/LabClaw?
Tooluniverse Chemical Compound Retrieval from wu-yc/LabClaw ranks first of the 65 skills in wu-yc/LabClaw listed here, with the highest score: its repository has 1.1k GitHub stars, 2 other GitHub owners carry a copy, its SKILL.md loads about 2.3k tokens and it passes the automated safety check with no findings. Next come Tooluniverse Clinical Guidelines and Tooluniverse Disease Research.
Are the skills in wu-yc/LabClaw official?
None yet. All 65 skills in wu-yc/LabClaw listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
How do I install all skills from wu-yc/LabClaw?
Run npx skills add wu-yc/LabClaw in your project: the open-source skills CLI installs the repository's skills into your coding agent's skills folder. To install a single skill, open its page here for the exact command.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.