LabClaw Generic Skills Ontology
type: Ontology
description: RDF/OWL ontology and complete instance data for ALL skills in https://github.com/wu-yc/LabClaw/tree/main/skills (215 skills across 6 categories). Uses relative hash-based IRIs (e.g. #bio/alphafold-database) for compact, grounded denotation of every skill and category directly from the directory tree structure. schema.org for metadata, SKOS for hierarchy. Each skill links to its SKILL.md.
comment: All skill and category subjects use relative hash-based IRIs grounded in the repo tree (base + #category/skill-name). Data current as of March 2026.
about: skills

Skill
type: Class
subclass of: DefinedTerm
subclass of: Concept
comment: A LabClaw skill - each subdirectory under a category represents one professional capability with its own SKILL.md.

bio
type: Skill
type: Concept
type: Collection
preferred label: Bio Skills
description: Bioinformatics, biology databases, wet-lab robotics, and multi-omics tools (78 skills).
in scheme: LabClaw Generic Skills Ontology

general
type: Skill
type: Concept
type: Collection
preferred label: General Skills
description: General lab productivity, scientific writing, visualization, statistics, and research tools (48 skills).
in scheme: LabClaw Generic Skills Ontology

literature
type: Skill
type: Concept
type: Collection
preferred label: Literature Skills
description: Literature search, databases, citation management, and review tools (30 skills).
in scheme: LabClaw Generic Skills Ontology

med
type: Skill
type: Concept
type: Collection
preferred label: Medical Skills
description: Clinical, medical imaging, precision medicine, and clinical-trial tools (20 skills).
in scheme: LabClaw Generic Skills Ontology

pharma
type: Skill
type: Concept
type: Collection
preferred label: Pharma Skills
description: Drug discovery, chemistry, pharmacovigilance, and target validation tools (34 skills).
in scheme: LabClaw Generic Skills Ontology

vision
type: Skill
type: Concept
type: Collection
preferred label: Vision Skills
description: Computer vision, hand-tracking, and 3D pose tools (5 skills).
in scheme: LabClaw Generic Skills Ontology

alphafold-database
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

analyze_lab_video_cell_behavior
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

anndata
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

arboreto
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

benchling-integration
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

bioinformatics
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

biomni
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

biopython
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

brenda-database
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

cellxgene-census
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

clinpgx-database
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

cobrapy
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

cosmic-database
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

deeptools
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

detect_common_wetlab_errors
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

dnanexus-integration
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

egocentric_view_to_structured_log
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

ena-database
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

ensembl-database
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

esm
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

etetoolkit
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

extract_experiment_data_from_video
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

flowio
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

geniml
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

gget
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

gtars
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

histolab
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

hypogenic
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

kegg-database
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

labarchive-integration
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

lamindb
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

latchbio-integration
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

matchms
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

metabolomics-workbench-database
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

omero-integration
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

opentrons-integration
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

pathml
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

protocol_video_matching
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

protocolsio-integration
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

pydeseq2
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

pylabrobot
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

pyopenms
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

pysam
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

reactome-database
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

realtime_protocol_guidance_prompts
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

robot_protocol_step_generator
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

scanpy
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

scikit-bio
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

scvi-tools
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

string-database
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

tooluniverse-crispr-screen-analysis
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

tooluniverse-epigenomics
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

tooluniverse-expression-data-retrieval
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

tooluniverse-gene-enrichment
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

tooluniverse-gwas-drug-discovery
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

tooluniverse-gwas-finemapping
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

tooluniverse-gwas-snp-interpretation
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

tooluniverse-gwas-study-explorer
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

tooluniverse-gwas-trait-to-gene
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

tooluniverse-immune-repertoire-analysis
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

tooluniverse-metabolomics-analysis
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

tooluniverse-metabolomics
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

tooluniverse-multi-omics-integration
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

tooluniverse-multiomic-disease-characterization
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

tooluniverse-phylogenetics
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

tooluniverse-polygenic-risk-score
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

tooluniverse-protein-interactions
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

tooluniverse-protein-structure-retrieval
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

tooluniverse-proteomics-analysis
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

tooluniverse-rnaseq-deseq2
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

tooluniverse-sequence-retrieval
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

tooluniverse-single-cell
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

tooluniverse-spatial-omics-analysis
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

tooluniverse-spatial-transcriptomics
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

tooluniverse-structural-variant-analysis
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

tooluniverse-systems-biology
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

tooluniverse-variant-analysis
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

tooluniverse-variant-interpretation
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

umap-learn
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

uniprot-database
type: Skill
broader: bio
in scheme: LabClaw Generic Skills Ontology

aeon
type: Skill
broader: general
in scheme: LabClaw Generic Skills Ontology

article-writing
type: Skill
broader: general
in scheme: LabClaw Generic Skills Ontology

dask
type: Skill
broader: general
in scheme: LabClaw Generic Skills Ontology

exploratory-data-analysis
type: Skill
broader: general
in scheme: LabClaw Generic Skills Ontology

export_experiment_data_to_excel
type: Skill
broader: general
in scheme: LabClaw Generic Skills Ontology

fair-data
type: Skill
broader: general
in scheme: LabClaw Generic Skills Ontology

gaussian_splatting_scene_description
type: Skill
broader: general
in scheme: LabClaw Generic Skills Ontology

generate_cell_analysis_charts
type: Skill
broader: general
in scheme: LabClaw Generic Skills Ontology

generate_double_column_pdf_report
type: Skill
broader: general
in scheme: LabClaw Generic Skills Ontology

generate_scientific_method_section
type: Skill
broader: general
in scheme: LabClaw Generic Skills Ontology

geopandas
type: Skill
broader: general
in scheme: LabClaw Generic Skills Ontology

get-available-resources
type: Skill
broader: general
in scheme: LabClaw Generic Skills Ontology

hypothesis-generation
type: Skill
broader: general
in scheme: LabClaw Generic Skills Ontology

latex-posters
type: Skill
broader: general
in scheme: LabClaw Generic Skills Ontology

markitdown
type: Skill
broader: general
in scheme: LabClaw Generic Skills Ontology

matlab
type: Skill
broader: general
in scheme: LabClaw Generic Skills Ontology

matplotlib
type: Skill
broader: general
in scheme: LabClaw Generic Skills Ontology

networkx
type: Skill
broader: general
in scheme: LabClaw Generic Skills Ontology

patent-drafting
type: Skill
broader: general
in scheme: LabClaw Generic Skills Ontology

peer-review
type: Skill
broader: general
in scheme: LabClaw Generic Skills Ontology

plotly
type: Skill
broader: general
in scheme: LabClaw Generic Skills Ontology

polars
type: Skill
broader: general
in scheme: LabClaw Generic Skills Ontology

pptx-generation
type: Skill
broader: general
in scheme: LabClaw Generic Skills Ontology

pptx-posters
type: Skill
broader: general
in scheme: LabClaw Generic Skills Ontology

protocol-writing
type: Skill
broader: general
in scheme: LabClaw Generic Skills Ontology

pymc
type: Skill
broader: general
in scheme: LabClaw Generic Skills Ontology

pymoo
type: Skill
broader: general
in scheme: LabClaw Generic Skills Ontology

pytorch-lightning
type: Skill
broader: general
in scheme: LabClaw Generic Skills Ontology

regulatory-submission
type: Skill
broader: general
in scheme: LabClaw Generic Skills Ontology

reproducibility-checklist
type: Skill
broader: general
in scheme: LabClaw Generic Skills Ontology

scholar-evaluation
type: Skill
broader: general
in scheme: LabClaw Generic Skills Ontology

science-communication
type: Skill
broader: general
in scheme: LabClaw Generic Skills Ontology

scientific-brainstorming
type: Skill
broader: general
in scheme: LabClaw Generic Skills Ontology

scientific-critical-thinking
type: Skill
broader: general
in scheme: LabClaw Generic Skills Ontology

scientific-diagram-generation
type: Skill
broader: general
in scheme: LabClaw Generic Skills Ontology

scientific-slides
type: Skill
broader: general
in scheme: LabClaw Generic Skills Ontology

scientific-visualization
type: Skill
broader: general
in scheme: LabClaw Generic Skills Ontology

scientific-writing
type: Skill
broader: general
in scheme: LabClaw Generic Skills Ontology

scikit-learn
type: Skill
broader: general
in scheme: LabClaw Generic Skills Ontology

scikit-survival
type: Skill
broader: general
in scheme: LabClaw Generic Skills Ontology

seaborn
type: Skill
broader: general
in scheme: LabClaw Generic Skills Ontology

shap
type: Skill
broader: general
in scheme: LabClaw Generic Skills Ontology

statistical-analysis
type: Skill
broader: general
in scheme: LabClaw Generic Skills Ontology

statistics
type: Skill
broader: general
in scheme: LabClaw Generic Skills Ontology

statsmodels
type: Skill
broader: general
in scheme: LabClaw Generic Skills Ontology

sympy
type: Skill
broader: general
in scheme: LabClaw Generic Skills Ontology

tooluniverse-statistical-modeling
type: Skill
broader: general
in scheme: LabClaw Generic Skills Ontology

transformers
type: Skill
broader: general
in scheme: LabClaw Generic Skills Ontology

vaex
type: Skill
broader: general
in scheme: LabClaw Generic Skills Ontology

venue-templates
type: Skill
broader: general
in scheme: LabClaw Generic Skills Ontology

visualization
type: Skill
broader: general
in scheme: LabClaw Generic Skills Ontology

voice_command_to_skill
type: Skill
broader: general
in scheme: LabClaw Generic Skills Ontology

writing
type: Skill
broader: general
in scheme: LabClaw Generic Skills Ontology

zarr-python
type: Skill
broader: general
in scheme: LabClaw Generic Skills Ontology

academic-literature-search
type: Skill
broader: literature
in scheme: LabClaw Generic Skills Ontology

arxiv-search
type: Skill
broader: literature
in scheme: LabClaw Generic Skills Ontology

biomedical-search
type: Skill
broader: literature
in scheme: LabClaw Generic Skills Ontology

biorxiv-database
type: Skill
broader: literature
in scheme: LabClaw Generic Skills Ontology

biorxiv-search
type: Skill
broader: literature
in scheme: LabClaw Generic Skills Ontology

bioservices
type: Skill
broader: literature
in scheme: LabClaw Generic Skills Ontology

citation-management
type: Skill
broader: literature
in scheme: LabClaw Generic Skills Ontology

clinical-trials-search
type: Skill
broader: literature
in scheme: LabClaw Generic Skills Ontology

clinicaltrials-database
type: Skill
broader: literature
in scheme: LabClaw Generic Skills Ontology

clinvar-database
type: Skill
broader: literature
in scheme: LabClaw Generic Skills Ontology

gene-database
type: Skill
broader: literature
in scheme: LabClaw Generic Skills Ontology

geo-database
type: Skill
broader: literature
in scheme: LabClaw Generic Skills Ontology

gwas-database
type: Skill
broader: literature
in scheme: LabClaw Generic Skills Ontology

hmdb-database
type: Skill
broader: literature
in scheme: LabClaw Generic Skills Ontology

literature-review
type: Skill
broader: literature
in scheme: LabClaw Generic Skills Ontology

literature-search
type: Skill
broader: literature
in scheme: LabClaw Generic Skills Ontology

literature
type: Skill
broader: literature
in scheme: LabClaw Generic Skills Ontology

literature_to_hypothesis
type: Skill
broader: literature
in scheme: LabClaw Generic Skills Ontology

medrxiv-search
type: Skill
broader: literature
in scheme: LabClaw Generic Skills Ontology

openalex-database
type: Skill
broader: literature
in scheme: LabClaw Generic Skills Ontology

patents-search
type: Skill
broader: literature
in scheme: LabClaw Generic Skills Ontology

pdb-database
type: Skill
broader: literature
in scheme: LabClaw Generic Skills Ontology

perplexity-search
type: Skill
broader: literature
in scheme: LabClaw Generic Skills Ontology

pubmed-database
type: Skill
broader: literature
in scheme: LabClaw Generic Skills Ontology

pubmed-search
type: Skill
broader: literature
in scheme: LabClaw Generic Skills Ontology

research-grants
type: Skill
broader: literature
in scheme: LabClaw Generic Skills Ontology

research-lookup
type: Skill
broader: literature
in scheme: LabClaw Generic Skills Ontology

review-writing
type: Skill
broader: literature
in scheme: LabClaw Generic Skills Ontology

tooluniverse-literature-deep-research
type: Skill
broader: literature
in scheme: LabClaw Generic Skills Ontology

uspto-database
type: Skill
broader: literature
in scheme: LabClaw Generic Skills Ontology

clinical-decision-support
type: Skill
broader: med
in scheme: LabClaw Generic Skills Ontology

clinical-reports
type: Skill
broader: med
in scheme: LabClaw Generic Skills Ontology

clinical
type: Skill
broader: med
in scheme: LabClaw Generic Skills Ontology

iso-13485-certification
type: Skill
broader: med
in scheme: LabClaw Generic Skills Ontology

neurokit2
type: Skill
broader: med
in scheme: LabClaw Generic Skills Ontology

neuropixels-analysis
type: Skill
broader: med
in scheme: LabClaw Generic Skills Ontology

pydicom
type: Skill
broader: med
in scheme: LabClaw Generic Skills Ontology

pyhealth
type: Skill
broader: med
in scheme: LabClaw Generic Skills Ontology

tooluniverse-cancer-variant-interpretation
type: Skill
broader: med
in scheme: LabClaw Generic Skills Ontology

tooluniverse-clinical-guidelines
type: Skill
broader: med
in scheme: LabClaw Generic Skills Ontology

tooluniverse-clinical-trial-design
type: Skill
broader: med
in scheme: LabClaw Generic Skills Ontology

tooluniverse-clinical-trial-matching
type: Skill
broader: med
in scheme: LabClaw Generic Skills Ontology

tooluniverse-disease-research
type: Skill
broader: med
in scheme: LabClaw Generic Skills Ontology

tooluniverse-image-analysis
type: Skill
broader: med
in scheme: LabClaw Generic Skills Ontology

tooluniverse-immunotherapy-response-prediction
type: Skill
broader: med
in scheme: LabClaw Generic Skills Ontology

tooluniverse-infectious-disease
type: Skill
broader: med
in scheme: LabClaw Generic Skills Ontology

tooluniverse-precision-medicine-stratification
type: Skill
broader: med
in scheme: LabClaw Generic Skills Ontology

tooluniverse-precision-oncology
type: Skill
broader: med
in scheme: LabClaw Generic Skills Ontology

tooluniverse-rare-disease-diagnosis
type: Skill
broader: med
in scheme: LabClaw Generic Skills Ontology

treatment-plans
type: Skill
broader: med
in scheme: LabClaw Generic Skills Ontology

adaptyv
type: Skill
broader: pharma
in scheme: LabClaw Generic Skills Ontology

chembl-database
type: Skill
broader: pharma
in scheme: LabClaw Generic Skills Ontology

chembl-search
type: Skill
broader: pharma
in scheme: LabClaw Generic Skills Ontology

chemistry
type: Skill
broader: pharma
in scheme: LabClaw Generic Skills Ontology

datamol
type: Skill
broader: pharma
in scheme: LabClaw Generic Skills Ontology

deepchem
type: Skill
broader: pharma
in scheme: LabClaw Generic Skills Ontology

diffdock
type: Skill
broader: pharma
in scheme: LabClaw Generic Skills Ontology

drug-discovery-search
type: Skill
broader: pharma
in scheme: LabClaw Generic Skills Ontology

drug-labels-search
type: Skill
broader: pharma
in scheme: LabClaw Generic Skills Ontology

drugbank-database
type: Skill
broader: pharma
in scheme: LabClaw Generic Skills Ontology

drugbank-search
type: Skill
broader: pharma
in scheme: LabClaw Generic Skills Ontology

fda-database
type: Skill
broader: pharma
in scheme: LabClaw Generic Skills Ontology

medchem
type: Skill
broader: pharma
in scheme: LabClaw Generic Skills Ontology

molfeat
type: Skill
broader: pharma
in scheme: LabClaw Generic Skills Ontology

open-targets-search
type: Skill
broader: pharma
in scheme: LabClaw Generic Skills Ontology

opentargets-database
type: Skill
broader: pharma
in scheme: LabClaw Generic Skills Ontology

pubchem-database
type: Skill
broader: pharma
in scheme: LabClaw Generic Skills Ontology

pytdc
type: Skill
broader: pharma
in scheme: LabClaw Generic Skills Ontology

rdkit
type: Skill
broader: pharma
in scheme: LabClaw Generic Skills Ontology

rowan
type: Skill
broader: pharma
in scheme: LabClaw Generic Skills Ontology

tooluniverse-adverse-event-detection
type: Skill
broader: pharma
in scheme: LabClaw Generic Skills Ontology

tooluniverse-antibody-engineering
type: Skill
broader: pharma
in scheme: LabClaw Generic Skills Ontology

tooluniverse-binder-discovery
type: Skill
broader: pharma
in scheme: LabClaw Generic Skills Ontology

tooluniverse-chemical-compound-retrieval
type: Skill
broader: pharma
in scheme: LabClaw Generic Skills Ontology

tooluniverse-chemical-safety
type: Skill
broader: pharma
in scheme: LabClaw Generic Skills Ontology

tooluniverse-drug-drug-interaction
type: Skill
broader: pharma
in scheme: LabClaw Generic Skills Ontology

tooluniverse-drug-repurposing
type: Skill
broader: pharma
in scheme: LabClaw Generic Skills Ontology

tooluniverse-drug-research
type: Skill
broader: pharma
in scheme: LabClaw Generic Skills Ontology

tooluniverse-drug-target-validation
type: Skill
broader: pharma
in scheme: LabClaw Generic Skills Ontology

tooluniverse-network-pharmacology
type: Skill
broader: pharma
in scheme: LabClaw Generic Skills Ontology

tooluniverse-pharmacovigilance
type: Skill
broader: pharma
in scheme: LabClaw Generic Skills Ontology

tooluniverse-protein-therapeutic-design
type: Skill
broader: pharma
in scheme: LabClaw Generic Skills Ontology

tooluniverse-target-research
type: Skill
broader: pharma
in scheme: LabClaw Generic Skills Ontology

torch_geometric
type: Skill
broader: pharma
in scheme: LabClaw Generic Skills Ontology

torchdrug
type: Skill
broader: pharma
in scheme: LabClaw Generic Skills Ontology

zinc-database
type: Skill
broader: pharma
in scheme: LabClaw Generic Skills Ontology

egohos-segmentation
type: Skill
broader: vision
in scheme: LabClaw Generic Skills Ontology

hand-tracking-toolkit
type: Skill
broader: vision
in scheme: LabClaw Generic Skills Ontology

hands-3d-pose
type: Skill
broader: vision
in scheme: LabClaw Generic Skills Ontology

handtracking
type: Skill
broader: vision
in scheme: LabClaw Generic Skills Ontology

hot3d
type: Skill
broader: vision
in scheme: LabClaw Generic Skills Ontology