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: Dev tools

17,235 results · page 48 of 575

  • lit-reviewSkillDev tools

    Lets your agent summarize academic papers, compare studies, and spot gaps in research literature.

    Ready to connect★ 4k

    github.com/brycewang-stanford/auto-empirical-research-skills4k stars

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  • longlistSkillDev tools

    Lets your agent brainstorm a full list of a project's benefits and costs, organised into tables with ratings and methods for measuring each item.

    Ready to connect★ 4k

    github.com/brycewang-stanford/auto-empirical-research-skills4k stars

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  • market-researchSkillDev tools

    Lets your agent size markets as TAM/SAM/SOM, plan survey sample sizes, and score market segments using standard methods.

    Ready to connect★ 4k

    github.com/brycewang-stanford/auto-empirical-research-skills4k stars

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  • master-thesis-reviewSkillDev tools

    Lets your agent read a master's thesis and write a Chinese review report calibrated to a score you give.

    Ready to connect★ 4k

    github.com/brycewang-stanford/auto-empirical-research-skills4k stars

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  • medical-imaging-reviewSkillDev tools

    Guides your agent through writing structured literature reviews on AI for medical imaging like CT, MRI, and X-ray.

    Ready to connect★ 4k

    github.com/brycewang-stanford/auto-empirical-research-skills4k stars

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  • paper-pipelineSkillDev tools

    Runs a five-step cleanup pass on your LaTeX paper draft, fixing wording, structure, and references in order.

    Ready to connect★ 4k

    github.com/brycewang-stanford/auto-empirical-research-skills4k stars

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  • paper-referee-reviseSkillDev tools

    Lets your agent revise an academic paper from referee reports, editing the LaTeX manuscript and drafting a response letter.

    Ready to connect★ 4k

    github.com/brycewang-stanford/auto-empirical-research-skills4k stars

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  • paper-self-reviseSkillDev tools

    Lets your agent revise an academic paper by working through reviewer comments one by one with your approval.

    Ready to connect★ 4k

    github.com/brycewang-stanford/auto-empirical-research-skills4k stars

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  • paper-styleSkillDev tools

    Lets your agent reformat an academic paper's title and section structure in LaTeX to match a target journal's style.

    Ready to connect★ 4k

    github.com/brycewang-stanford/auto-empirical-research-skills4k stars

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  • paper-submissionSkillDev tools

    Lets your agent read an academic paper, score its novelty, and recommend 20 target journals with ABS star ratings.

    Ready to connect★ 4k

    github.com/brycewang-stanford/auto-empirical-research-skills4k stars

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  • project-structureSkillDev tools

    Lets your agent organize research project folders and name analysis scripts following a standard structure.

    Ready to connect★ 4k

    github.com/brycewang-stanford/auto-empirical-research-skills4k stars

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  • pyfixest-referenceSkillDev tools

    Gives your agent a detailed API reference for writing and debugging fixed-effects regression models in Python with pyfixest.

    Ready to connect★ 4k

    github.com/brycewang-stanford/auto-empirical-research-skills4k stars

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  • R-optimizerSkillDev tools

    Guides your agent to speed up slow R analysis code with vectorization, parallel computing, and faster regression methods.

    Ready to connect★ 4k

    github.com/brycewang-stanford/auto-empirical-research-skills4k stars

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  • referee-responseSkillDev tools

    Helps your agent draft and format point-by-point responses to academic referee reports for journal revisions.

    Ready to connect★ 4k

    github.com/brycewang-stanford/auto-empirical-research-skills4k stars

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  • reference-verifySkillDev tools

    Lets your agent check that every citation in a LaTeX paper is real and actually supports the claims it's used for.

    Ready to connect★ 4k

    github.com/brycewang-stanford/auto-empirical-research-skills4k stars

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  • research-grantsSkillDev tools

    Helps your agent draft competitive research grant proposals for NSF, NIH, DOE, DARPA, and Taiwan NSTC.

    Ready to connect★ 4k

    github.com/brycewang-stanford/auto-empirical-research-skills4k stars

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  • research-proposalSkillDev tools

    Lets your agent draft a full academic research proposal for a PhD application, in English or Chinese.

    Ready to connect★ 4k

    github.com/brycewang-stanford/auto-empirical-research-skills4k stars

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  • scholar-evaluationSkillDev tools

    Lets your agent critique academic papers, proposals, or reviews using a structured framework with scores and feedback.

    Ready to connect★ 4k

    github.com/brycewang-stanford/auto-empirical-research-skills4k stars

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  • scientific-writingSkillDev tools

    Lets your agent draft scientific manuscripts with proper structure, citations, figures, and reporting guidelines.

    Ready to connect★ 4k

    github.com/brycewang-stanford/auto-empirical-research-skills4k stars

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  • slr-prismaSkillDev tools

    Guides your agent through writing a systematic literature review that follows the PRISMA 2020 reporting standard.

    Ready to connect★ 4k

    github.com/brycewang-stanford/auto-empirical-research-skills4k stars

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  • ssci-polishSkillDev tools

    Lets your agent polish and proofread English academic papers for journal submission, fixing grammar, style, and academic tone.

    Ready to connect★ 4k

    github.com/brycewang-stanford/auto-empirical-research-skills4k stars

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  • stat-writingSkillDev tools

    Helps your agent draft, audit, and revise LaTeX statistics papers, including abstracts, reviewer reports, and response letters.

    Ready to connect★ 4k

    github.com/brycewang-stanford/auto-empirical-research-skills4k stars

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  • stataSkillDev tools

    Gives your agent a Stata reference so it can write, debug, and run correct .do files for data analysis.

    Ready to connect★ 4k

    github.com/brycewang-stanford/auto-empirical-research-skills4k stars

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  • StatsPAI_skillSkillDev tools

    Lets your agent run full causal analyses in Python and produce journal-style tables, figures, and replication files.

    Ready to connect★ 4k

    github.com/brycewang-stanford/auto-empirical-research-skills4k stars

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  • thematic-analysisSkillDev tools

    Guides your agent through Braun and Clarke's six-phase thematic analysis of interviews, surveys, and transcripts.

    Ready to connect★ 4k

    github.com/brycewang-stanford/auto-empirical-research-skills4k stars

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  • Traversing Citation NetworksSkillDev tools

    Lets your agent follow a paper's references and citations to find related research, filtering out irrelevant results.

    Ready to connect★ 4k

    github.com/brycewang-stanford/auto-empirical-research-skills4k stars

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  • unpaywall-apiSkillDev tools

    Lets your agent look up free legal open-access copies of scholarly papers by DOI.

    Ready to connect★ 4k

    github.com/brycewang-stanford/auto-empirical-research-skills4k stars

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  • content-writerSkillDev tools

    Lets your agent write SEO-optimized blog posts, landing pages, and improve existing content pages.

    Ready to connect★ 4k

    github.com/nowork-studio/notfair-plugin4k stars

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  • google-ads-auditSkillDev tools

    Lets your agent audit a Google Ads account, check account health, and save business context for other ads tasks.

    Ready to connect★ 4k

    github.com/nowork-studio/notfair-plugin4k stars

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  • hreflang-internationalSkillDev tools

    Lets your agent audit a website's hreflang tags to find multilingual SEO mistakes like broken return links or wrong language codes.

    Ready to connect★ 4k

    github.com/nowork-studio/notfair-plugin4k 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