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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: Docs & knowledge

4,436 results · page 148 of 148

  • multi-agent-orchestrationSkillDocs & knowledge

    Patterns for multi-agent systems and agentic workflows. Use when designing systems where multiple AI agents collaborate, delegate tasks, or follow structured workflows (e.g. Plan-and-Execute).

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    github.com/neverinfamous/memory-journal-mcp20 stars

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  • next-cache-componentsSkillDocs & knowledge

    Next.js 16 Cache Components guidance. Use when refactoring React Server Components for performance, debugging Partial Prerendering (PPR) issues, or applying the `use cache` directive, `cacheLife`, `cacheTag`, `updateTag`, and `revalidateTag`. Also use when deciding whether data should be static, cac

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    github.com/neverinfamous/memory-journal-mcp20 stars

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  • next-upgradeSkillDocs & knowledge

    Upgrade Next.js to a specific target version using safe dependency bumps, codemods, and diff reviews. Use when you need to execute major version bumps, resolve breaking changes, "upgrading Next.js", "migrate to Next.js 15 or 16", or safely "run @next/codemod" against the repository before upgrading.

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    github.com/neverinfamous/memory-journal-mcp20 stars

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  • onescience-data-profileSkillDocs & knowledge

    OneScience data processing planning expert skill (type=expert). Recalled by onescience-orchestrator, it maps identified task context, data processing requirements, and available knowledge into a data processing plan, data contract, processing steps, and risk notes, returned to onescience-orchestrato

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    github.com/onescience-ai/oneskills20 stars

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  • onescience-inferSkillDocs & knowledge

    OneScience scientific model inference execution skill. Used when users want to run or build inference workflows for HuggingFace models, official documentation models, local checkpoints, or project-native runners, covering domains such as weather/earth systems, bioinformatics, materials, fluid dynami

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    github.com/onescience-ai/oneskills20 stars

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  • onescience-paper-reproSkillDocs & knowledge

    OneScience paper reproduction information extraction skill. Serves as an execution skill for onescience-orchestrator: receives paper input, extracts structured information, and generates coding task prompts. Input: paper source (PDF/URL/arXiv/DOI) or paper info; Output: reproduction_spec.md (structu

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    github.com/onescience-ai/oneskills20 stars

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  • opentelemetrySkillDocs & knowledge

    Observability standards using OpenTelemetry. Use when instrumenting applications for distributed tracing, metrics, and structured logging. NOT for Cloudflare Workers observability (use workers-best-practices). NOT for performance optimization - use adversarial-performance or web-perf. SECURITY: Ensu

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    github.com/neverinfamous/memory-journal-mcp20 stars

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  • prompt-injectionSkillDocs & knowledge

    Detects LLM prompts built from user input or retrieved documents that let

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    github.com/thejefflarson/soundcheck20 stars

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  • pythonSkillDocs & knowledge

    Master modern Python development with production-grade tooling and idioms. Use when writing Python code, configuring project structure, managing dependencies with uv, linting with ruff, adding type hints, writing pytest tests, or building FastAPI/Django/Flask applications. Triggers on "Python", "Fas

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    github.com/neverinfamous/memory-journal-mcp20 stars

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  • rag-securitySkillDocs & knowledge

    Detects RAG pipelines that ingest external documents into LLM context without

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    github.com/thejefflarson/soundcheck20 stars

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  • reviewerSkillDocs & knowledge

    Independently verifies valid contracts, diffs, behavioral evidence, and documentation sync for specific high-risk changes or user-named scopes. Used by R2; not auto-triggered by R0/R1; the Phase identity itself does not require review. Deduplicates identical inputs and re-reviews with focus after su

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    github.com/arctan303/creator.skill20 stars

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  • reviewer-memorySkillDocs & knowledge

    Store durable review and slicing observations locally as raw JSON plus an OKF digest. Use when capturing review outcomes, reading a repository's accumulated reviewer memory, or distilling its durable lessons.

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    github.com/connorgriffin/skills20 stars

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  • rustSkillDocs & knowledge

    Master production Rust code, lifetimes, and systems programming using a layer-based "meta-cognition" framework. Use whenever writing production Rust code, resolving borrow checker errors (E0382, E0596), designing ownership patterns (Arc, Mutex), or performing crate selection. Do NOT trigger for gene

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    github.com/neverinfamous/memory-journal-mcp20 stars

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  • shadcn-uiSkillDocs & knowledge

    Use when adding, customizing, or structuring shadcn/ui components in a project. Also use when dealing with `components.json`, Tailwind configuration for shadcn, or component registries. Use when working with shadcn/ui, `components.json`, `lucide-react`, `radix-ui`, or Tailwind component registries.

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    github.com/neverinfamous/memory-journal-mcp20 stars

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  • spec-complianceSkillDocs & knowledge

    Determine whether a package faithfully implements its cited reference — academic paper, normative spec (RFC / wiki / design doc), or upstream reference implementation code. Use when the user asks to check paper/spec/reference-implementation compliance, reduction alignment, byte-exact parity with an

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    github.com/bronlabs/bron-crypto20 stars

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  • tailwind-cssSkillDocs & knowledge

    Master Tailwind CSS v4 with its CSS-first configuration paradigm. Use when writing utility classes, configuring design tokens via @theme, implementing dark mode, migrating from v3, or integrating with React/Vue/Svelte. Triggers on "Tailwind", "utility CSS", "Tailwind v4", "@theme", "dark mode classe

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    github.com/neverinfamous/memory-journal-mcp20 stars

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  • tesseron-docsSkillDocs & knowledge

    Authoritative Tesseron documentation lookup via the `@tesseron/docs-mcp` MCP server. Calls `search_docs` to find relevant pages and `read_doc` to fetch the full markdown body when the user asks precision questions about Tesseron protocol or SDK behaviour. Triggers on requests that need an exact spec

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    github.com/eigenwise/tesseron20 stars

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  • trpcSkillDocs & knowledge

    tRPC standards for TypeScript backends. Use when building end-to-end typesafe APIs, defining routers, procedures, middleware, or integrating with React and Next.js. SECURITY: Always validate input with Zod and verify caller authorization.

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    github.com/neverinfamous/memory-journal-mcp20 stars

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  • typescriptSkillDocs & knowledge

    Comprehensive enterprise-grade TypeScript operational guide. Use when configuring TS projects, writing complex generics, or enforcing strict type safety. Triggers on "TypeScript", "tsconfig.json", "generics", "type errors", "strict mode". SECURITY: Do not bypass type checks with 'any' or '@ts-ignore

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    github.com/neverinfamous/memory-journal-mcp20 stars

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  • vercel-ai-sdkSkillDocs & knowledge

    Vercel AI SDK best practices and patterns. Use when building AI applications with React/Next.js and `@ai-sdk/react`, `@ai-sdk/core`, or `@ai-sdk/ui`. Covers `useChat`, `streamText`, `generateObject`, tool calling, and streaming architectures. SECURITY: Never pass raw user inputs to executable tools

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    github.com/neverinfamous/memory-journal-mcp20 stars

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  • visual-asset-criticSkillDocs & knowledge

    Critique a generated image against its source storyboard shot and prompt, producing revision notes. Use when the user has generated an image and wants feedback before committing. Triggers on "does this match the brief", "review this render", "is this on-brand", "what should I change", or uploading a

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    github.com/whystrohm/shotkit20 stars

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  • web-design-teroopSkillDocs & knowledge

    A design-first architect that generates, persists, and maintains a comprehensive design document (Style, Color, Typography, Icons, Logo) to ensure a premium UI/UX.

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    github.com/trae-community/trae-skills20 stars

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  • web-perfSkillDocs & knowledge

    Optimize page load, frontend Lighthouse metrics, and Core Web Vitals (LCP, INP, CLS). Analyzes web performance using Chrome DevTools MCP. Measures Core Web Vitals (FCP, LCP, TBT, CLS, Speed Index), identifies render-blocking resources, network dependency chains, layout shifts, caching issues, and ac

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    github.com/neverinfamous/memory-journal-mcp20 stars

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  • workers-best-practicesSkillDocs & knowledge

    (APPLICATION CODE ONLY) Reviews and authors Cloudflare Workers code against production best practices. Use ONLY when writing or reviewing Worker code, configuring wrangler.jsonc, or checking for anti-patterns. Do NOT use for general Cloudflare product discovery (use cloudflare instead) or CLI manage

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    github.com/neverinfamous/memory-journal-mcp20 stars

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  • wranglerSkillDocs & knowledge

    (CLI OPERATIONS ONLY) Cloudflare Wrangler CLI dispatcher. Use ONLY when Cloudflare Workers or Pages is the explicitly named target platform for deployment, or when managing Cloudflare bindings using the wrangler CLI. Do NOT use for general Cloudflare product discovery (use cloudflare instead) or for

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    github.com/neverinfamous/memory-journal-mcp20 stars

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  • zodSkillDocs & knowledge

    Zod schema validation standards. Use when defining schemas, parsing user input, transforming data, or integrating type-safe boundaries in API endpoints and configurations. SECURITY: Zod schemas are your primary security boundary. Ensure they are strict and handle all edge cases.

    Ready to connect

    github.com/neverinfamous/memory-journal-mcp20 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.

53,462 of the 53,895 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