Skills.

Give your AI a better way to work.

A skill is a set of written instructions that teaches an AI how to do one job the way it should be done: review a pull request, plan a migration, write the release notes.

Install one here and it travels with your account into Claude, Claude Code, Cursor and every other client you sign in with.

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54,221 results · page 297 of 1,808

  • tooluniverse-comparative-genomicsSkillDev tools

    Lets your agent compare genes across species, find equivalent genes in other organisms, and analyze evolutionary conservation using public biology databases.

    Ready to connect★ 2k

    github.com/mims-harvard/tooluniverse2k stars

    View details
  • tooluniverse-computational-biophysicsSkillDev tools

    Lets your agent solve biophysics calculations like drug half-life, disease spread rates, and enzyme kinetics.

    Ready to connect★ 2k

    github.com/mims-harvard/tooluniverse2k stars

    View details
  • tooluniverse-crispr-screen-analysisSkillDev tools

    Lets your agent analyze CRISPR screen data, scoring genes, checking quality, and ranking top hits.

    Ready to connect★ 2k

    github.com/mims-harvard/tooluniverse2k stars

    View details
  • tooluniverse-cs-setupSkillAI & models

    Installs or updates the ToolUniverse science toolkit by setting up its environment and fetching the latest workflows.

    Ready to connect★ 2k

    github.com/mims-harvard/tooluniverse2k stars

    View details
  • tooluniverse-custom-toolSkillDev tools

    Lets your agent add custom local tools to ToolUniverse via JSON configs or Python classes.

    Ready to connect★ 2k

    github.com/mims-harvard/tooluniverse2k stars

    View details
  • tooluniverse-data-integration-analysisSkillDatabases & data

    Lets your agent annotate gene lists with function, pathway, and disease info from biology databases.

    Ready to connect★ 2k

    github.com/mims-harvard/tooluniverse2k stars

    View details
  • tooluniverse-data-wranglingSkillSearch

    Lets your agent download and parse scientific data files like VCF and h5ad when standard tools fall short.

    Ready to connect★ 2k

    github.com/mims-harvard/tooluniverse2k stars

    View details
  • tooluniverse-dataset-discoverySkillDatabases & data

    Lets your agent find and evaluate research datasets across 30+ scientific repositories for a given research question.

    Ready to connect★ 2k

    github.com/mims-harvard/tooluniverse2k stars

    View details
  • tooluniverse-diagnostic-test-evaluationSkillDev tools

    Lets your agent compute diagnostic test accuracy metrics like sensitivity, specificity, PPV, NPV, and ROC/AUC from data.

    Ready to connect★ 2k

    github.com/mims-harvard/tooluniverse2k stars

    View details
  • tooluniverse-disease-researchSkillDev tools

    Lets your agent generate disease research reports covering genetics, drug targets, clinical trials, and epidemiology.

    Ready to connect★ 2k

    github.com/mims-harvard/tooluniverse2k stars

    View details
  • tooluniverse-dose-responseSkillAI & models

    Lets your agent fit dose-response curves and calculate IC50, EC50, Hill slope, and potency from your assay data.

    Ready to connect★ 2k

    github.com/mims-harvard/tooluniverse2k stars

    View details
  • tooluniverse-drug-drug-interactionSkillSearch

    Lets your agent check whether two or more drugs interact and get safety recommendations.

    Ready to connect★ 2k

    github.com/mims-harvard/tooluniverse2k stars

    View details
  • tooluniverse-drug-mechanism-researchSkillMedia

    Lets your agent trace how a drug works from its target through pathways to clinical effects.

    Ready to connect★ 2k

    github.com/mims-harvard/tooluniverse2k stars

    View details
  • tooluniverse-drug-regulatorySkillDev tools

    Lets your agent look up drug approval status, patents, generics, drug classes, and FDA labels.

    Ready to connect★ 2k

    github.com/mims-harvard/tooluniverse2k stars

    View details
  • tooluniverse-drug-repurposingSkillDev tools

    Lets your agent find existing drugs that could be reused to treat other diseases.

    Ready to connect★ 2k

    github.com/mims-harvard/tooluniverse2k stars

    View details
  • tooluniverse-drug-researchSkillDev tools

    Lets your agent build detailed drug profiles covering targets, interactions, trials, side effects, and approval history.

    Ready to connect★ 2k

    github.com/mims-harvard/tooluniverse2k stars

    View details
  • tooluniverse-drug-synergySkillAI & models

    Lets your agent analyze whether two drugs work better together using standard synergy models.

    Ready to connect★ 2k

    github.com/mims-harvard/tooluniverse2k stars

    View details
  • tooluniverse-drug-target-validationSkillDev tools

    Scores a drug target for druggability, safety, and feasibility to give a go/no-go recommendation.

    Ready to connect★ 2k

    github.com/mims-harvard/tooluniverse2k stars

    View details
  • tooluniverse-ecology-biodiversitySkillDev tools

    Lets your agent look up species taxonomy, sightings, conservation status, and ecology research for biodiversity questions.

    Ready to connect★ 2k

    github.com/mims-harvard/tooluniverse2k stars

    View details
  • tooluniverse-electron-microscopySkillSearch

    Lets your agent search electron microscopy databases for 3D structural data on proteins and complexes.

    Ready to connect★ 2k

    github.com/mims-harvard/tooluniverse2k stars

    View details
  • tooluniverse-enzyme-kineticsSkillProductivity

    Lets your agent calculate enzyme kinetics values like Km, Vmax, and kcat from substrate-velocity data.

    Ready to connect★ 2k

    github.com/mims-harvard/tooluniverse2k stars

    View details
  • tooluniverse-epidemiological-analysisSkillMedia

    Lets your agent run full observational epidemiology studies, writing and executing Python code from research question to statistical report.

    Ready to connect★ 2k

    github.com/mims-harvard/tooluniverse2k stars

    View details
  • tooluniverse-epigenomicsSkillDev tools

    Lets your agent analyze DNA methylation, ChIP-seq, ATAC-seq, and other epigenomics data with statistics and genome annotation.

    Ready to connect★ 2k

    github.com/mims-harvard/tooluniverse2k stars

    View details
  • tooluniverse-epigenomics-chromatinSkillDev tools

    Lets your agent analyze histone modifications, chromatin accessibility, and transcription factor binding from public epigenomics databases.

    Ready to connect★ 2k

    github.com/mims-harvard/tooluniverse2k stars

    View details
  • tooluniverse-expression-data-retrievalSkillDatabases & data

    Lets your agent find and evaluate gene expression datasets from ArrayExpress and BioStudies by organism, tissue, or condition.

    Ready to connect★ 2k

    github.com/mims-harvard/tooluniverse2k stars

    View details
  • tooluniverse-fastq-qcSkillDev tools

    Lets your agent run quality checks on DNA sequencing read files and summarize results with FastQC and MultiQC.

    Ready to connect★ 2k

    github.com/mims-harvard/tooluniverse2k stars

    View details
  • tooluniverse-functional-genomics-screensSkillDev tools

    Lets your agent analyze gene screening results by combining essentiality, pathway, druggability, and clinical data.

    Ready to connect★ 2k

    github.com/mims-harvard/tooluniverse2k stars

    View details
  • tooluniverse-gene-disease-associationSkillDev tools

    Lets your agent look up which diseases are linked to a gene by cross-referencing several genetics databases.

    Ready to connect★ 2k

    github.com/mims-harvard/tooluniverse2k stars

    View details
  • tooluniverse-gene-enrichmentSkillDev tools

    Lets your agent run gene-set enrichment analysis to find biological pathways overrepresented in a gene list.

    Ready to connect★ 2k

    github.com/mims-harvard/tooluniverse2k stars

    View details
  • tooluniverse-gene-liabilitySkillDev tools

    Lets your agent assess the safety risks of suppressing or inhibiting a specific gene.

    Ready to connect★ 2k

    github.com/mims-harvard/tooluniverse2k stars

    View details

What is a skill?

A skill is plain text, usually a SKILL.md file and the scripts it refers to, written for an AI rather than for a person. It carries the steps, the house rules and the examples a good answer needs, so you stop pasting the same briefing into every new chat.

53,789 of the 54,221 skills listed here can be served through ahel today, and they come from public repositories. Each one has its own page with the instructions themselves on it, so you can read what a skill will tell your AI to do before you install it.

Install one and every AI you use gets it

Installing a skill adds it to your gateway and turns it on in the same step. Claude Code surfaces it as a slash command; any client can read the full instructions with the skill_read tool.

Nothing is copied into a project folder. The instructions are served from your account, so the same skill is there in every AI you connect, and turning it off removes it from all of them at once.

See how to connect your AI