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

8,700 results · page 5 of 290

  • diffdockSkillAI & models

    DiffDock and DiffDock-L molecular docking. Use for protein-small-molecule pose prediction from PDB or sequence plus SMILES/SDF/MOL2, batch docking, virtual screening, and pose-confidence interpretation. Not for binding affinity prediction.

    Ready to connect★ 45k

    github.com/k-dense-ai/scientific-agent-skills45k stars

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  • esmSkillAI & models

    Lets your agent run protein language and structure-prediction models like ESM3 and ESMFold through Python.

    Ready to connect★ 45k

    github.com/k-dense-ai/scientific-agent-skills45k stars

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  • etetoolkitSkillAI & models

    Lets your agent analyze, edit, compare, and visualize phylogenetic or other hierarchical trees.

    Ready to connect★ 45k

    github.com/k-dense-ai/scientific-agent-skills45k stars

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  • fluidsimSkillAI & models

    Lets your agent plan, run checks on, inspect, restart, and analyze FluidSim fluid-dynamics simulations.

    Ready to connect★ 45k

    github.com/k-dense-ai/scientific-agent-skills45k stars

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  • genimlSkillAI & models

    Lets your agent validate genomic interval files and plan embedding model runs for genomics workflows.

    Ready to connect★ 45k

    github.com/k-dense-ai/scientific-agent-skills45k stars

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  • genomic-coordinatesSkillAI & models

    Lets your agent convert genomic coordinates between formats and catch assembly or naming mismatches before they break an analysis.

    Ready to connect★ 45k

    github.com/k-dense-ai/scientific-agent-skills45k stars

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  • geomasterSkillAI & models

    Lets your agent process satellite imagery, GIS data, and run spatial analysis for earth observation tasks.

    Ready to connect★ 45k

    github.com/k-dense-ai/scientific-agent-skills45k stars

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  • geopandasSkillAI & models

    Helps your agent write and check Python code that handles map and location data with GeoPandas.

    Ready to connect★ 45k

    github.com/k-dense-ai/scientific-agent-skills45k stars

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  • ginkgo-cloud-labSkillAI & models

    Lets your agent submit and manage protein expression and lab protocols on the Ginkgo Bioworks cloud lab.

    Ready to connect★ 45k

    github.com/k-dense-ai/scientific-agent-skills45k stars

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  • gtarsSkillAI & models

    Lets your agent work with genomic interval data, computing overlaps, coverage, and set operations locally.

    Ready to connect★ 45k

    github.com/k-dense-ai/scientific-agent-skills45k stars

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  • hypothesis-generationSkillAI & models

    Lets your agent turn observations into testable scientific hypotheses and research plans.

    Ready to connect★ 45k

    github.com/k-dense-ai/scientific-agent-skills45k stars

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  • iso-standards-readinessSkillAI & models

    Lets your agent organize and review readiness evidence for ISO quality and lab-competence standards like ISO 13485 and 17025.

    Ready to connect★ 45k

    github.com/k-dense-ai/scientific-agent-skills45k stars

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  • labarchive-integrationSkillAI & models

    Lets your agent connect to LabArchives notebooks and inventory data through authenticated API requests.

    Ready to connect★ 45k

    github.com/k-dense-ai/scientific-agent-skills45k stars

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  • market-research-reportsSkillAI & models

    Lets your agent build market research reports with traceable evidence, market sizing, and forecast scenarios.

    Ready to connect★ 45k

    github.com/k-dense-ai/scientific-agent-skills45k stars

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  • molecular-dynamicsSkillAI & models

    Lets your agent set up, run, and analyze molecular dynamics simulations of proteins and molecules.

    Ready to connect★ 45k

    github.com/k-dense-ai/scientific-agent-skills45k stars

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  • molfeatSkillAI & models

    Lets your agent convert molecule descriptions into numeric features for machine learning models.

    Ready to connect★ 45k

    github.com/k-dense-ai/scientific-agent-skills45k stars

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  • ncats-araxSkillAI & models

    Lets your agent look up biomedical knowledge-graph relationships like drug-disease links from the NCATS Translator API.

    Ready to connect★ 45k

    github.com/k-dense-ai/scientific-agent-skills45k stars

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  • networkxSkillAI & models

    Lets your agent create, analyze, and visualize graphs and networks in Python, including shortest paths and community detection.

    Ready to connect★ 45k

    github.com/k-dense-ai/scientific-agent-skills45k stars

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  • neurokit2SkillAI & models

    Lets your agent write and check research code that analyzes physiological signals like heart rate variability.

    Ready to connect★ 45k

    github.com/k-dense-ai/scientific-agent-skills45k stars

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  • ontology-term-resolutionSkillAI & models

    Lets your agent turn free-text scientific labels like tissue or disease names into standard ontology IDs and check existing ones.

    Ready to connect★ 45k

    github.com/k-dense-ai/scientific-agent-skills45k stars

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  • opentrons-integrationSkillAI & models

    Lets your agent write, check, simulate, and fix Python scripts that control Opentrons lab robots for liquid handling.

    Ready to connect★ 45k

    github.com/k-dense-ai/scientific-agent-skills45k stars

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  • pathogen-variant-surveillanceSkillAI & models

    Lets your agent look up live data on which virus variants are spreading, growing, and what mutations they carry.

    Ready to connect★ 45k

    github.com/k-dense-ai/scientific-agent-skills45k stars

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  • pathway-enrichmentSkillAI & models

    Lets your agent run pathway and gene-set enrichment analysis on gene lists and explain which biological processes are involved.

    Ready to connect★ 45k

    github.com/k-dense-ai/scientific-agent-skills45k stars

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  • peer-reviewSkillAI & models

    Lets your agent draft structured, evidence-based peer reviews of scientific manuscripts and check claims against evidence.

    Ready to connect★ 45k

    github.com/k-dense-ai/scientific-agent-skills45k stars

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  • pennylaneSkillAI & models

    Lets your agent build and train quantum machine learning models that run on IBM, Google, Rigetti, or IonQ hardware.

    Ready to connect★ 45k

    github.com/k-dense-ai/scientific-agent-skills45k stars

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  • phylogeneticsSkillAI & models

    Lets your agent build and analyze phylogenetic trees from DNA or protein sequences.

    Ready to connect★ 45k

    github.com/k-dense-ai/scientific-agent-skills45k stars

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  • pi-agentSkillAI & models

    Lets your agent install and configure the Pi terminal coding tool and build its skills, extensions, and integrations.

    Ready to connect★ 45k

    github.com/k-dense-ai/scientific-agent-skills45k stars

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  • primekgSkillAI & models

    Lets your agent look up genes, drugs, diseases, and phenotypes in a precision medicine knowledge graph.

    Ready to connect★ 45k

    github.com/k-dense-ai/scientific-agent-skills45k stars

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  • pufferlibSkillAI & models

    Gives your agent expert guidance for building and training reinforcement-learning environments with PufferLib.

    Ready to connect★ 45k

    github.com/k-dense-ai/scientific-agent-skills45k stars

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  • pydeseq2SkillAI & models

    Lets your agent run differential gene expression analysis on RNA-seq data with statistics and plots.

    Ready to connect★ 45k

    github.com/k-dense-ai/scientific-agent-skills45k 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.

52,524 of the 52,958 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