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 550 of 1,823

  • implementing-api-patternsSkillMedia

    Helps your agent design and build APIs using REST, GraphQL, gRPC, or tRPC with the right framework for your project.

    Ready to connect★ 521

    github.com/ancoleman/ai-design-components523 stars

    View details
  • implementing-complianceSkillSecurity

    Guides your agent through implementing SOC 2, HIPAA, PCI-DSS, and GDPR compliance with shared controls and automated evidence.

    Ready to connect★ 521

    github.com/ancoleman/ai-design-components523 stars

    View details
  • implementing-drag-dropSkillFiles & storage

    Lets your agent build drag-and-drop interfaces like kanban boards, sortable lists, and file upload zones in React.

    Ready to connect★ 521

    github.com/ancoleman/ai-design-components523 stars

    View details
  • implementing-mlopsSkillMedia

    Gives your agent expert guidance on putting machine learning models into production, from experiment tracking to monitoring.

    Ready to connect★ 521

    github.com/ancoleman/ai-design-components523 stars

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  • implementing-navigationSkillMedia

    Helps your agent build menus, tabs, breadcrumbs, and routing for React frontend apps or Python backend frameworks.

    Ready to connect★ 521

    github.com/ancoleman/ai-design-components523 stars

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  • implementing-observabilitySkillMonitoring & ops

    Guides your agent to add monitoring, logging, and tracing to applications using OpenTelemetry and related tools.

    Ready to connect★ 521

    github.com/ancoleman/ai-design-components523 stars

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  • implementing-realtime-syncSkillMonitoring & ops

    Guides your agent to build real-time features like live dashboards, chat, streaming responses, and collaborative editing.

    Ready to connect★ 521

    github.com/ancoleman/ai-design-components523 stars

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  • implementing-search-filterSkillSearch

    Guides your agent to build search and filter features, from React UI components to Python database queries.

    Ready to connect★ 521

    github.com/ancoleman/ai-design-components523 stars

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  • implementing-tlsSkillMedia

    Guides your agent through setting up HTTPS, generating TLS certificates, and configuring mTLS encryption.

    Ready to connect★ 521

    github.com/ancoleman/ai-design-components523 stars

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  • ingesting-dataSkillDatabases & data

    Lets your agent load data from files, cloud storage, and APIs into databases using proven ingestion patterns.

    Ready to connect★ 521

    github.com/ancoleman/ai-design-components523 stars

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  • load-balancing-patternsSkillCloud & infra

    Guides your agent in choosing and configuring load balancers (L4/L7, cloud, NGINX, HAProxy, Kubernetes) with health checks and session handling.

    Ready to connect★ 521

    github.com/ancoleman/ai-design-components523 stars

    View details
  • managing-configurationSkillCloud & infra

    Guides your agent through writing, running, and testing Ansible playbooks to automate server configuration.

    Ready to connect★ 521

    github.com/ancoleman/ai-design-components523 stars

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  • managing-dnsSkillCloud & infra

    Guides your agent in setting up and automating DNS records, TTLs, and DNS-as-code across cloud providers.

    Ready to connect★ 521

    github.com/ancoleman/ai-design-components523 stars

    View details
  • managing-git-workflowsSkillMedia

    Guides your agent in choosing and setting up Git branching strategies, commit formats, hooks, and monorepo practices.

    Ready to connect★ 521

    github.com/ancoleman/ai-design-components523 stars

    View details
  • managing-incidentsSkillMonitoring & ops

    Guides your agent through incident response, from severity classification and on-call setup to blameless post-mortems.

    Ready to connect★ 521

    github.com/ancoleman/ai-design-components523 stars

    View details
  • managing-mediaSkillFiles & storage

    Helps your agent build media features like file uploads, image galleries, video and audio players, and PDF viewers.

    Ready to connect★ 521

    github.com/ancoleman/ai-design-components523 stars

    View details
  • mineral_spectra_analysisSkillAI & models

    Lets your agent analyze mixed-mineral Raman spectra, matching peaks against a reference library and reporting component breakdowns.

    Ready to connect★ 523

    github.com/pku-yuangroup/openai4s381 stars

    View details
  • operating-kubernetesSkillFiles & storage

    Guides your agent through running production Kubernetes clusters, from resource sizing and scheduling to security and troubleshooting.

    Ready to connect★ 521

    github.com/ancoleman/ai-design-components523 stars

    View details
  • optimizing-costsSkillCloud & infra

    Guides your agent through analyzing and reducing cloud costs with right-sizing, discounts, and budget controls across AWS, Azure, GCP and Kubernetes.

    Ready to connect★ 521

    github.com/ancoleman/ai-design-components523 stars

    View details
  • optimizing-sqlSkillDatabases & data

    Helps your agent analyze and speed up slow SQL queries using execution plans, indexes, and query rewrites.

    Ready to connect★ 521

    github.com/ancoleman/ai-design-components523 stars

    View details
  • performance-engineeringSkillDocs & knowledge

    Guides your agent through load testing, profiling, and optimizing application performance.

    Ready to connect★ 521

    github.com/ancoleman/ai-design-components523 stars

    View details
  • plan-ml-experimentSkillDatabases & data

    Lets your agent plan reproducible machine-learning experiments with safe data splits, seeds, baselines, and checksums.

    Ready to connect★ 523

    github.com/pku-yuangroup/openai4s381 stars

    View details
  • planning-disaster-recoverySkillDatabases & data

    Guides your agent through designing backup and disaster recovery plans with recovery targets, failover, and testing.

    Ready to connect★ 521

    github.com/ancoleman/ai-design-components523 stars

    View details
  • protein-design-mcpSkillMedia

    Lets your agent run protein design steps like structure generation, sequence design, and scoring.

    Ready to connect★ 523

    github.com/pku-yuangroup/openai4s381 stars

    View details
  • protein-mutation-enhancementSkillMonitoring & ops

    Lets your agent design and rank protein mutations by combining sequence, structure, and function scores.

    Ready to connect★ 523

    github.com/pku-yuangroup/openai4s381 stars

    View details
  • providing-feedbackSkillCommunication

    Helps your agent add toasts, alerts, modals, progress indicators, and error messages to an app's interface.

    Ready to connect★ 521

    github.com/ancoleman/ai-design-components523 stars

    View details
  • reaction-atom-mappingSkillAI & models

    Lets your agent map which atoms in reactants become which atoms in products for a chemical reaction.

    Ready to connect★ 523

    github.com/pku-yuangroup/openai4s381 stars

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  • reaction-condition-recommendationSkillAI & models

    Lets your agent suggest ranked catalyst, reagent, and solvent options for a fully specified chemical reaction.

    Ready to connect★ 523

    github.com/pku-yuangroup/openai4s381 stars

    View details
  • reaction-forward-predictionSkillAI & models

    Lets your agent predict the likely products of a chemical reaction from its reactants and reagents.

    Ready to connect★ 523

    github.com/pku-yuangroup/openai4s381 stars

    View details
  • reaction-yield-estimationSkillAI & models

    Lets your agent estimate the yield of a chemical reaction from its reactants, reagents, and products.

    Ready to connect★ 523

    github.com/pku-yuangroup/openai4s381 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