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.

Category: AI & models

9,019 results · page 142 of 301

  • matlab-plan-grader-adoptionSkillAI & models

    Use when an instructor asks for a MATLAB Grader assessment setup guide, adoption guide, pilot plan, course-specific rollout, QTI 3 sharing workflow, or recommended MATLAB Grader assessment-item-generation configuration based on a learning objective, course title, course description, module descripti

    Ready to connect★ 178

    github.com/matlab/agent-skills-playground178 stars

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  • matlab-plan-tutor-adoptionSkillAI & models

    Use when an instructor asks for a MATLAB AI tutor setup guide, adoption guide, pilot plan, course-specific rollout, or recommended tutor configuration based on a learning objective, course title, course description, module description, or lab description.

    Ready to connect★ 178

    github.com/matlab/agent-skills-playground178 stars

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  • matlab-symbolic-mathSkillAI & models

    Generate correct MATLAB code using the Symbolic Math Toolbox. Use when the user asks for symbolic computations, analytical solutions, symbolic differentiation/integration, equation solving, or converting symbolic results to numeric MATLAB functions. Also use when converting differential equations to

    Ready to connect★ 178

    github.com/matlab/agent-skills-playground178 stars

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  • matlab-tutor-learnersSkillAI & models

    Use when tutoring a student in MATLAB programming, coaching beginners, explaining MATLAB concepts interactively, or running a conversational AI tutor session.

    Ready to connect★ 178

    github.com/matlab/agent-skills-playground178 stars

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  • matlab-uihtml-app-builderSkillAI & models

    Build interactive web applications using HTML/JavaScript interfaces with MATLAB computational backends via the uihtml component. Use when creating HTML-based MATLAB apps, JavaScript MATLAB interfaces, web UIs with MATLAB, interactive MATLAB GUIs, or when user mentions uihtml, HTML, JavaScript, web a

    Ready to connect★ 178

    github.com/matlab/agent-skills-playground178 stars

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  • mbse-architectureSkillAI & models

    Use this skill for the architecture phases of an MBSE workflow in MATLAB, when writing idempotent buildXxx.m scripts that produce a three-layer RFLPV architecture (Functional, Logical, Physical) with interface dictionaries, stereotype profiles, allocation sets, and requirements Implement links. Trig

    Ready to connect★ 178

    github.com/matlab/agent-skills-playground178 stars

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  • mbse-workflowSkillAI & models

    Use this skill for guided MBSE work in MATLAB — starting a new project, resuming work mid-workflow on an existing project, or answering orientation questions about how the MBSE skills fit together. Trigger when the user says they want to create, start, or set up a new MBSE project; work on a model-b

    Ready to connect★ 178

    github.com/matlab/agent-skills-playground178 stars

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  • metabolomicsSkillAI & models

    Workflow for untargeted or targeted metabolomics including preprocessing, normalization, annotation, statistics, and pathway mapping.

    Ready to connect★ 178

    github.com/biotender-max/awesome-bio-agent-skills178 stars

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  • metagenomicsSkillAI & models

    Shotgun metagenomics workflow with host-depletion-aware QC, taxonomic profiling, functional profiling, AMR follow-up, and reproducible community output tables.

    Ready to connect★ 178

    github.com/biotender-max/awesome-bio-agent-skills178 stars

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  • methylation-analysisSkillAI & models

    Workflow for methylation alignment or calling, DMR analysis, methylation QC, and locus-level interpretation.

    Ready to connect★ 178

    github.com/biotender-max/awesome-bio-agent-skills178 stars

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  • microbiome-ampliconSkillAI & models

    Workflow for amplicon microbiome analysis including denoising, taxonomy assignment, diversity analysis, and differential abundance.

    Ready to connect★ 178

    github.com/biotender-max/awesome-bio-agent-skills178 stars

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  • multi-omics-integrationSkillAI & models

    Workflow for integrating matched or partially matched omics layers into shared latent structure and cross-modal interpretation.

    Ready to connect★ 178

    github.com/biotender-max/awesome-bio-agent-skills178 stars

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  • multiome-scatacSkillAI & models

    Workflow for paired or integrated single-cell RNA and ATAC analysis with multimodal latent spaces and regulatory interpretation.

    Ready to connect★ 178

    github.com/biotender-max/awesome-bio-agent-skills178 stars

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  • pathogen-epi-genomicsSkillAI & models

    Workflow for outbreak-style pathogen genomics, surveillance, lineage assignment, and transmission-oriented comparative analysis.

    Ready to connect★ 178

    github.com/biotender-max/awesome-bio-agent-skills178 stars

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  • pathway-analysisSkillAI & models

    Workflow for enrichment testing, ranked-gene analysis, pathway scoring, and pathway-focused visualization across omics outputs.

    Ready to connect★ 178

    github.com/biotender-max/awesome-bio-agent-skills178 stars

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  • phasing-imputationSkillAI & models

    Workflow for haplotype phasing, genotype imputation, reference-panel matching, and imputation QC.

    Ready to connect★ 178

    github.com/biotender-max/awesome-bio-agent-skills178 stars

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  • proteina-complexaSkillAI & models

    Proteina-Complexa flow-based protein backbone generation with fold-conditioned sampling guidance. Use this skill when: (1) Generating de novo protein backbones with hierarchical fold conditioning, (2) Exploring long-chain backbone generation beyond standard diffusion baselines, (3) Using NVIDIA Prot

    Ready to connect★ 178

    github.com/biotender-max/awesome-bio-agent-skills178 stars

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  • proteomicsSkillAI & models

    Mass spectrometry proteomics QC, quantification, comparative analysis, and export for DDA, DIA, and protein-level result tables.

    Ready to connect★ 178

    github.com/biotender-max/awesome-bio-agent-skills178 stars

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  • query-alphafoldSkillAI & models

    Query AlphaFold protein structure predictions. Use when user asks about protein structure, 3D structure, protein folding, or structure prediction. Triggers on "alphafold", "protein structure", "3D structure", "folding", "pLDDT", "structure prediction".

    Ready to connect★ 178

    github.com/biotender-max/awesome-bio-agent-skills178 stars

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  • query-clinvarSkillAI & models

    Query ClinVar for clinical variant significance. Use when user asks about variant pathogenicity, genetic variants, clinical significance, or disease-causing mutations. Triggers on "clinvar", "pathogenic", "variant significance", "clinical significance", "disease variant", "mutation pathogenicity".

    Ready to connect★ 178

    github.com/biotender-max/awesome-bio-agent-skills178 stars

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  • query-ensemblSkillAI & models

    Query Ensembl for genomic data. Use when user asks about gene coordinates, genomic sequences, variants, gene structure, exons, transcripts, or species comparison. Triggers on "ensembl", "gene coordinates", "genomic location", "exon", "transcript", "variant location", "rsid", "rs number".

    Ready to connect★ 178

    github.com/biotender-max/awesome-bio-agent-skills178 stars

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  • query-interproSkillAI & models

    Query InterPro for protein domains and families. Use when user asks about protein domains, functional sites, protein families, domain architecture, or motifs. Triggers on "interpro", "protein domain", "domain architecture", "protein family", "functional site", "motif".

    Ready to connect★ 178

    github.com/biotender-max/awesome-bio-agent-skills178 stars

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  • query-keggSkillAI & models

    Query KEGG for biological pathways and gene info. Use when user asks about metabolic pathways, signaling pathways, pathway genes, or KEGG IDs. Triggers on "kegg", "pathway", "metabolic pathway", "signaling pathway", "pathway genes".

    Ready to connect★ 178

    github.com/biotender-max/awesome-bio-agent-skills178 stars

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  • query-opentargetSkillAI & models

    Query OpenTargets for drug targets, disease associations, and therapeutic evidence. Use when user asks about drug targets, disease mechanisms, target validation, or drug-disease associations. Triggers on "opentarget", "drug target", "target validation", "disease association", "therapeutic target", "

    Ready to connect★ 178

    github.com/biotender-max/awesome-bio-agent-skills178 stars

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  • query-pdbSkillAI & models

    Query RCSB PDB for experimental protein structures. Use when user asks about crystal structures, X-ray, cryo-EM, NMR structures, or PDB IDs. Triggers on "pdb", "crystal structure", "cryo-em", "x-ray structure", "protein crystal", "experimental structure".

    Ready to connect★ 178

    github.com/biotender-max/awesome-bio-agent-skills178 stars

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  • query-reactomeSkillAI & models

    Query Reactome for biological pathways and reactions. Use when user asks about signaling cascades, biological processes, pathway diagrams, or reaction details. Triggers on "reactome", "signaling cascade", "biological pathway", "pathway diagram", "reaction mechanism".

    Ready to connect★ 178

    github.com/biotender-max/awesome-bio-agent-skills178 stars

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  • query-stringdbSkillAI & models

    Query STRING for protein-protein interactions. Use when user asks about protein interactions, interaction networks, binding partners, or interactome. Triggers on "string", "protein interaction", "interaction network", "binding partners", "interactome", "PPI".

    Ready to connect★ 178

    github.com/biotender-max/awesome-bio-agent-skills178 stars

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  • read-qcSkillAI & models

    Workflow for sequencing read QC, trimming, contamination screening, and pre-alignment cleanup.

    Ready to connect★ 178

    github.com/biotender-max/awesome-bio-agent-skills178 stars

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  • reporting-and-figure-exportSkillAI & models

    Workflow for packaging analysis outputs into reproducible reports, clean tables, and publication-ready figure exports.

    Ready to connect★ 178

    github.com/biotender-max/awesome-bio-agent-skills178 stars

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  • rfdiffusionSkillAI & models

    Generate protein backbones using RFdiffusion, a diffusion-based generative model for de novo protein structure generation. Use this skill when: (1) Designing binder scaffolds for a target protein, (2) Generating novel protein backbones from scratch, (3) Scaffolding functional motifs into new protein

    Ready to connect★ 178

    github.com/biotender-max/awesome-bio-agent-skills178 stars

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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.

54,764 of the 55,196 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