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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55,543 results · page 53 of 1,852

  • python-background-jobsSkillProductivity

    Gives your agent patterns for running Python background jobs like task queues and workers.

    Ready to connect★ 40k

    github.com/wshobson/agents40k stars

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  • python-code-styleSkillDocs & knowledge

    Lets your agent follow Python style rules when writing, reviewing, or formatting code.

    Ready to connect★ 40k

    github.com/wshobson/agents40k stars

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  • python-configurationSkillAI & models

    Lets your agent manage Python app settings using environment variables and typed configuration files.

    Ready to connect★ 40k

    github.com/wshobson/agents40k stars

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  • python-design-patternsSkillMedia

    Gives your agent guidance on Python design patterns like KISS, separation of concerns, and composition over inheritance.

    Ready to connect★ 40k

    github.com/wshobson/agents40k stars

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  • python-error-handlingSkillAI & models

    Teaches your agent Python error handling patterns like input validation, exceptions, and partial failure recovery.

    Ready to connect★ 40k

    github.com/wshobson/agents40k stars

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  • python-observabilitySkillMonitoring & ops

    Teaches your agent to add structured logging, metrics, and distributed tracing to Python code.

    Ready to connect★ 40k

    github.com/wshobson/agents40k stars

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  • python-packagingSkillAI & models

    Lets your agent create, structure, and publish Python packages to PyPI using pyproject.toml.

    Ready to connect★ 40k

    github.com/wshobson/agents40k stars

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  • python-performance-optimizationSkillDocs & knowledge

    Lets your agent profile and speed up slow Python code using profilers and performance best practices.

    Ready to connect★ 40k

    github.com/wshobson/agents40k stars

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  • python-project-structureSkillMedia

    Lets your agent set up and organize Python projects, plan module layout, and design public APIs.

    Ready to connect★ 40k

    github.com/wshobson/agents40k stars

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  • python-resilienceSkillAI & models

    Lets your agent add automatic retries, timeouts, and fault-tolerant patterns to Python code.

    Ready to connect★ 40k

    github.com/wshobson/agents40k stars

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  • python-resource-managementSkillFiles & storage

    Teaches your agent to manage Python resources like file handles and connections with proper cleanup and streaming.

    Ready to connect★ 40k

    github.com/wshobson/agents40k stars

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  • python-testing-patternsSkillAI & models

    Guides your agent to write Python tests with pytest, including fixtures, mocking, and test-driven development.

    Ready to connect★ 40k

    github.com/wshobson/agents40k stars

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  • python-type-safetySkillAI & models

    Helps your agent add type hints, generics, protocols, and strict type checking to Python code.

    Ready to connect★ 40k

    github.com/wshobson/agents40k stars

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  • quantized-exportSkillCloud & infra

    Lets your agent export a fine-tuned model into formats like merged safetensors, LoRA, GGUF, or FP8.

    Ready to connect★ 40k

    github.com/wshobson/agents40k stars

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  • rag-implementationSkillSearch

    Lets your agent build RAG systems combining vector databases and semantic search with LLM apps.

    Ready to connect★ 40k

    github.com/wshobson/agents40k stars

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  • react-modernizationSkillAI & models

    Lets your agent plan and perform React upgrades, migrate class components to hooks, and apply codemods.

    Ready to connect★ 40k

    github.com/wshobson/agents40k stars

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  • react-native-architectureSkillAI & models

    Lets your agent apply React Native app patterns for navigation, state management, and offline-first design.

    Ready to connect★ 40k

    github.com/wshobson/agents40k stars

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  • react-state-managementSkillAI & models

    Lets your agent get guidance on React state management using Redux Toolkit, Zustand, Jotai, and React Query.

    Ready to connect★ 40k

    github.com/wshobson/agents40k stars

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  • recsys-pipeline-architectSkillSearch

    Lets your agent design recommendation and ranking pipelines using a six-stage framework.

    Ready to connect★ 40k

    github.com/wshobson/agents40k stars

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  • risk-metrics-calculationSkillMonitoring & ops

    Lets your agent calculate portfolio risk metrics like VaR, Sharpe ratio, and drawdowns.

    Ready to connect★ 40k

    github.com/wshobson/agents40k stars

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  • saga-orchestrationSkillCommerce & finance

    Gives your agent patterns for coordinating distributed transactions and long-running business processes.

    Ready to connect★ 40k

    github.com/wshobson/agents40k stars

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  • screen-reader-testingSkillAI & models

    Lets your agent test web apps with screen readers to check they are accessible.

    Ready to connect★ 40k

    github.com/wshobson/agents40k stars

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  • secrets-managementSkillCloud & infra

    Guides your agent through storing and rotating CI/CD credentials safely with Vault or AWS Secrets Manager.

    Ready to connect★ 40k

    github.com/wshobson/agents40k stars

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  • service-mesh-observabilitySkillMonitoring & ops

    Teaches your agent how to monitor and troubleshoot traffic in service meshes like Istio and Linkerd.

    Ready to connect★ 40k

    github.com/wshobson/agents40k stars

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  • similarity-search-patternsSkillSearch

    Teaches your agent how to build fast similarity search using vector databases for semantic lookup tasks.

    Ready to connect★ 40k

    github.com/wshobson/agents40k stars

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  • slo-implementationSkillMonitoring & ops

    Lets your agent define service level indicators, objectives, and error budgets for your services.

    Ready to connect★ 40k

    github.com/wshobson/agents40k stars

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  • solidity-securitySkillSecurity

    Guides your agent to write and review Solidity smart contracts using secure patterns that avoid common vulnerabilities.

    Ready to connect★ 40k

    github.com/wshobson/agents40k stars

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  • spark-environment-setupSkillAI & models

    Lets your agent set up a working PyTorch, Unsloth, TRL, and vLLM environment on an NVIDIA DGX Spark machine.

    Ready to connect★ 40k

    github.com/wshobson/agents40k stars

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  • spark-memory-thermal-opsSkillDocs & knowledge

    Lets your agent plan memory use and monitor temperature and power for long ML training runs.

    Ready to connect★ 40k

    github.com/wshobson/agents40k stars

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  • spark-optimizationSkillDocs & knowledge

    Guides your agent in tuning Apache Spark jobs for speed using partitioning, caching, shuffle, and memory settings.

    Ready to connect★ 40k

    github.com/wshobson/agents40k 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.

55,111 of the 55,543 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