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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55,435 results · page 920 of 1,848

  • general-property-unitsSkillDev tools

    Gives your agent reference values for converting energy, force, and stress units across MLIPs, DFT codes, and ASE.

    Ready to connect★ 172

    github.com/learningmatter-mit/atomisticskills158 stars

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  • general-publisher-access-guardSkillWeb & browsing

    Lets your agent fetch research papers without being blocked by using legal open-access sources.

    Ready to connect★ 172

    github.com/learningmatter-mit/atomisticskills158 stars

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  • general-query-literature-databaseSkillDatabases & data

    Lets your agent search an in-house literature database for relevant simulation workflows.

    Ready to connect★ 172

    github.com/learningmatter-mit/atomisticskills158 stars

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  • general-workflow-plannerSkillDev tools

    Lets your agent break a high-level scientific research plan into steps that use existing tools and skills.

    Ready to connect★ 172

    github.com/learningmatter-mit/atomisticskills158 stars

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  • harness-step1-create-agents-mdSkillFiles & storage

    Lets your agent scan an existing project and generate an AGENTS.md directory plus a docs knowledge base.

    Ready to connect★ 172

    github.com/simbajigege/book2skills172 stars

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  • harness-step2-fill-docsSkillDocs & knowledge

    Lets your agent analyze a project's code and fill its docs with architecture, conventions, and technical decisions.

    Ready to connect★ 172

    github.com/simbajigege/book2skills172 stars

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  • harness-step3-session-managementSkillFiles & storage

    Lets your agent keep task lists and progress notes across conversations so it remembers work between sessions.

    Ready to connect★ 172

    github.com/simbajigege/book2skills172 stars

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  • html-line-svgSkillDev tools

    Lets your agent turn text, screenshots, or sketches into minimalist line diagrams, using Mermaid specs for complex relationships.

    Ready to connect★ 172

    github.com/simbajigege/book2skills172 stars

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  • hypothesis-genSkillAI & models

    Lets your agent generate novel, testable research hypotheses and check each against real literature.

    Ready to connect★ 172

    github.com/gaasher/agent-loop-skills172 stars

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  • intelligent-investor-grahamSkillDev tools

    Lets your agent evaluate investments using Graham's value investing questions on safety and speculation.

    Ready to connect★ 172

    github.com/simbajigege/book2skills172 stars

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  • interview-article-writerSkillDev tools

    Lets your agent turn coding interview questions into structured articles with solutions and analysis.

    Ready to connect★ 172

    github.com/ranxi2001/zero2leetcode98 stars

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  • investing-from-darwinSkillDev tools

    Lets your agent apply Pulak Prasad's evolutionary investing rules to avoid big losses.

    Ready to connect★ 172

    github.com/simbajigege/book2skills172 stars

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  • jab-jab-right-hook-vaynerchukSkillDev tools

    Lets your agent write social media posts using Gary Vaynerchuk's jab and right hook content style.

    Ready to connect★ 172

    github.com/simbajigege/book2skills172 stars

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  • karpathySkillMonitoring & ops

    Lets your agent autonomously edit and run ML training code, keeping only changes that improve a target metric.

    Ready to connect★ 172

    github.com/gaasher/agent-loop-skills172 stars

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  • langchain-tool-builderSkillSecurity

    Lets your agent build LangChain Python tools with built-in validation, permissions, and security checks.

    Ready to connect★ 172

    github.com/simbajigege/book2skills172 stars

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  • literature-searchSkillSearch

    Lets your agent search scholarly papers, check novelty, pull snippets, and extract results from Semantic Scholar and arXiv.

    Ready to connect★ 172

    github.com/gaasher/agent-loop-skills172 stars

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  • local-practice-problem-adderSkillDev tools

    Lets your agent batch-add coding practice problems, templates, and test cases to a local Zero2Leetcode page.

    Ready to connect★ 172

    github.com/ranxi2001/zero2leetcode98 stars

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  • magic-compactSkillAI & models

    Lets your agent compact a long Claude Code session to reduce context usage.

    Ready to connect★ 172

    github.com/aerovato/magic-compact172 stars

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  • mat-amorphizationSkillDev tools

    Lets your agent generate amorphous material structures from crystals via a melt-quench molecular dynamics workflow.

    Ready to connect★ 172

    github.com/learningmatter-mit/atomisticskills158 stars

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  • mat-calphad-phase-diagramSkillDatabases & data

    Lets your agent calculate and plot temperature-composition phase diagrams from thermodynamic database (.tdb) files.

    Ready to connect★ 172

    github.com/learningmatter-mit/atomisticskills158 stars

    View details
  • mat-calphad-property-diagramSkillAI & models

    Lets your agent calculate how an alloy's phases and thermodynamic properties change with temperature.

    Ready to connect★ 172

    github.com/learningmatter-mit/atomisticskills158 stars

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  • mat-db-mpSkillDatabases & data

    Lets your agent look up crystal structures, computed material properties, and similar materials in the Materials Project database.

    Ready to connect★ 172

    github.com/learningmatter-mit/atomisticskills158 stars

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  • mat-db-nist-janafSkillDev tools

    Lets your agent look up experimental thermochemistry data like heat of formation from NIST tables.

    Ready to connect★ 172

    github.com/learningmatter-mit/atomisticskills158 stars

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  • mat-db-optimadeSkillDatabases & data

    Lets your agent search crystallography databases for experimental crystal structures.

    Ready to connect★ 172

    github.com/learningmatter-mit/atomisticskills158 stars

    View details
  • mat-defect-energySkillDev tools

    Lets your agent calculate the formation energies of point defects like vacancies and substitutions in materials.

    Ready to connect★ 172

    github.com/learningmatter-mit/atomisticskills158 stars

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  • mat-defect-energy-dftSkillDev tools

    Lets your agent calculate charged defect formation energies and transition level diagrams for materials.

    Ready to connect★ 172

    github.com/learningmatter-mit/atomisticskills158 stars

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  • mat-dft-electron-phononSkillDev tools

    Lets your agent compute electron-phonon coupling to estimate how a material's bandgap changes with temperature.

    Ready to connect★ 172

    github.com/learningmatter-mit/atomisticskills158 stars

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  • mat-dft-electronic-transportSkillDev tools

    Lets your agent compute electronic properties like mobility and conductivity from materials using DFT simulations.

    Ready to connect★ 172

    github.com/learningmatter-mit/atomisticskills158 stars

    View details
  • mat-dft-ferroelectricSkillDev tools

    Lets your agent calculate spontaneous ferroelectric polarization in crystal structures using the Berry Phase method.

    Ready to connect★ 172

    github.com/learningmatter-mit/atomisticskills158 stars

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  • mat-dft-lobsterSkillDev tools

    Lets your agent run chemical bonding calculations (COHP, charges, DOS) on materials using VASP and LOBSTER.

    Ready to connect★ 172

    github.com/learningmatter-mit/atomisticskills158 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.

55,004 of the 55,435 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