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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54,680 results · page 646 of 1,823

  • multi-method-image-generationSkillMedia

    Lets your agent create an image by combining several image-generation methods and recommending the best result.

    Ready to connect★ 365

    github.com/bam-bam-2/solo-skills365 stars

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  • multipanelSkillAI & models

    Lets your agent combine several plots into one publication-ready multi-panel figure with labeled panels.

    Ready to connect★ 364

    github.com/jaechang-hits/sciagent-skills365 stars

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  • muon-multiomics-singlecellSkillAI & models

    Lets your agent analyze multi-modal single-cell data like RNA+ATAC or RNA+protein using muon/MuData.

    Ready to connect★ 364

    github.com/jaechang-hits/sciagent-skills365 stars

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  • nan-safe-correlationSkillDatabases & data

    Lets your agent compute NaN-safe Spearman and Pearson correlations across many features with missing values.

    Ready to connect★ 364

    github.com/jaechang-hits/sciagent-skills365 stars

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  • napari-image-viewerSkillWeb & browsing

    Lets your agent display and explore 2D-4D microscopy images interactively in Python, with layers, annotations, and screenshots.

    Ready to connect★ 364

    github.com/jaechang-hits/sciagent-skills365 stars

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  • nature-figure-guideSkillMedia

    Advises your agent on preparing figures to Nature's rules for resolution, formats, fonts, and labels.

    Ready to connect★ 364

    github.com/jaechang-hits/sciagent-skills365 stars

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  • naver-blog-postSkillDocs & knowledge

    Points you to the three replacement skills for posting Naver blog content.

    Ready to connect★ 365

    github.com/bam-bam-2/solo-skills365 stars

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  • naver-mail-imapSkillWeb & browsing

    Lets your agent read a Naver Mail inbox over IMAP and send replies with attachments, no browser needed.

    Ready to connect★ 365

    github.com/bam-bam-2/solo-skills365 stars

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  • neb-irc-activation-energySkillSearch

    Lets your agent compute chemical reaction barriers by optimizing reactant and product structures, searching reaction paths, and finding transition states.

    Ready to connect★ 364

    github.com/jaechang-hits/sciagent-skills365 stars

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  • nejm-figure-guideSkillMedia

    Guides your agent in preparing figures that meet NEJM's resolution, format, and image integrity requirements.

    Ready to connect★ 364

    github.com/jaechang-hits/sciagent-skills365 stars

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  • networkx-graph-analysisSkillAI & models

    Lets your agent analyze graph and network data, computing things like shortest paths, centrality, and communities.

    Ready to connect★ 364

    github.com/jaechang-hits/sciagent-skills365 stars

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  • nnunet-segmentationSkillMedia

    Lets your agent run medical image segmentation on CT, MRI, ultrasound, or microscopy scans.

    Ready to connect★ 364

    github.com/jaechang-hits/sciagent-skills365 stars

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  • notion-deleteSkillDocs & knowledge

    Lets your agent archive a Notion page right away using a page link or ID.

    Ready to connect★ 365

    github.com/bam-bam-2/solo-skills365 stars

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  • omics-analysis-guideSkillAI & models

    Gives your agent guidance on analyzing transcriptomics and proteomics data using standard and custom workflows.

    Ready to connect★ 364

    github.com/jaechang-hits/sciagent-skills365 stars

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  • omics-plottingSkillDatabases & data

    Lets your agent create publication-quality plots of omics results like RNA-seq or single-cell data using matplotlib and seaborn.

    Ready to connect★ 364

    github.com/jaechang-hits/sciagent-skills365 stars

    View details
  • opencv-bioimage-analysisSkillMedia

    Lets your agent analyze biology microscope images with computer vision, like detecting blobs, contours, and motion in fluorescence images.

    Ready to connect★ 364

    github.com/jaechang-hits/sciagent-skills365 stars

    View details
  • opentargets-databaseSkillSearch

    Lets your agent look up gene-disease links, evidence scores, and drug information from the Open Targets database.

    Ready to connect★ 364

    github.com/jaechang-hits/sciagent-skills365 stars

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  • opentrons-protocol-apiSkillFiles & storage

    Lets your agent write Python protocols that control Opentrons lab robots to move liquids and run lab equipment.

    Ready to connect★ 364

    github.com/jaechang-hits/sciagent-skills365 stars

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  • pdb-databaseSkillSearch

    Lets your agent search and download 3D protein structures from the RCSB Protein Data Bank by text, sequence, or similarity.

    Ready to connect★ 364

    github.com/jaechang-hits/sciagent-skills365 stars

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  • peer-review-methodologySkillAI & models

    Lets your agent review research manuscripts and grants using a structured 7-stage evaluation covering methods, statistics, and reporting.

    Ready to connect★ 364

    github.com/jaechang-hits/sciagent-skills365 stars

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  • plannotate-plasmid-annotationSkillFiles & storage

    Lets your agent identify features like promoters and resistance genes in plasmid DNA sequences and produce annotated GenBank files and maps.

    Ready to connect★ 364

    github.com/jaechang-hits/sciagent-skills365 stars

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  • plotly-interactive-plotsSkillDocs & knowledge

    Lets your agent create interactive scientific charts like scatter plots and heatmaps from data frames.

    Ready to connect★ 364

    github.com/jaechang-hits/sciagent-skills365 stars

    View details
  • plotly-interactive-visualizationSkillAI & models

    Lets your agent create interactive charts like scatter plots, heatmaps, and 3D or geographic graphs with hover and zoom.

    Ready to connect★ 364

    github.com/jaechang-hits/sciagent-skills365 stars

    View details
  • pnas-figure-guideSkillDocs & knowledge

    Lets your agent prepare scientific figures to PNAS specs for resolution, formats, color, and fonts.

    Ready to connect★ 364

    github.com/jaechang-hits/sciagent-skills365 stars

    View details
  • polars-dataframesSkillFiles & storage

    Lets your agent analyze large tabular datasets in memory quickly using Polars DataFrames with filtering, grouping, and joins.

    Ready to connect★ 364

    github.com/jaechang-hits/sciagent-skills365 stars

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  • pride-databaseSkillSearch

    Lets your agent search the PRIDE proteomics archive for datasets, filter them, and download data files.

    Ready to connect★ 364

    github.com/jaechang-hits/sciagent-skills365 stars

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  • pubchem-compound-searchSkillSearch

    Lets your agent search PubChem for chemical compounds and retrieve properties like molecular weight and synonyms.

    Ready to connect★ 364

    github.com/jaechang-hits/sciagent-skills365 stars

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  • pydicom-medical-imagingSkillAI & models

    Lets your agent read, edit, and anonymize medical imaging files like CT, MRI, and X-ray scans.

    Ready to connect★ 364

    github.com/jaechang-hits/sciagent-skills365 stars

    View details
  • pyimagej-fiji-bridgeSkillWeb & browsing

    Lets your agent run Fiji/ImageJ image analysis tasks like particle counting and cell tracking from Python.

    Ready to connect★ 364

    github.com/jaechang-hits/sciagent-skills365 stars

    View details
  • pyopenms-mass-spectrometrySkillAI & models

    Lets your agent process mass spectrometry data like mzML files for proteomics and metabolomics analysis.

    Ready to connect★ 364

    github.com/jaechang-hits/sciagent-skills365 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.

54,249 of the 54,680 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