mcpField

Skills

97,222 packaged capabilities and playbooks for agents. Install any of them with one command.

Development

W
writing-prose
writing-prose
pandoscope / skills

Prose rules per surface, and the loop that writes, rewrites and reviews prose against them. Use when writing or rewriting docs, code comments, commit messages, tickets, pull request bodies, review comments, skill files or CLAUDE.md, or when reviewing any of them for prose.

Development46
W
wtf.feature-to-tasks

This skill should be used when a user wants to plan and create the complete set of Tasks for a Feature all at once, systematically walk through every implementable slice of work for a Feature, or create tasks in batch with step-by-step confirmation. Triggers on phrases like "plan all tasks for this feature", "create all tasks for feature #42", "what tasks do I need for this feature", "walk me through all the tasks", or when chained automatically from the epic-to-features skill. Use this skill for bulk Task creation. Use `wtf.write-task` to write a single Task in isolation.

Development46
W
wtf.steer-tech

This skill should be used when a team wants to create or refine the technical guidelines document — for example "create the tech steering doc", "document our tech stack", "write the technical guidelines", "document our architecture decisions", "set up the tech steering", or "update the tech doc". Generates docs/steering/TECH.md as a living document capturing the stack, architecture patterns, constraints, commands, and ADRs. Generated once and refined — not regenerated from scratch.

Development46
X
xai-grok
xai-grok
alphaonedev / openclaw-graph

xAI Grok API: OpenAI-compatible at api.x.ai/v1, grok-3/grok-3-mini for fast AI reasoning

Development46
Y
ycql
ycql
yugabyte / yugabytedb-skills

Use when writing or reviewing CQL code, schema definitions, or application code that targets YugabyteDB's Cassandra-compatible YCQL API (port 9042). Triggers on YCQL tables, partition keys, TTL, batching, or any mention of YugabyteDB with Cassandra/CQL.

Data & databases46
Y
yy-refresh
yy-refresh
bulls-cows / skills

Refresh the AI's understanding of the code. Use this skill when the user mentions "refresh", "re-understand", "refresh cache", "reload" or similar. This skill compares all changed files, re-reads and re-understands code that humans may have modified, and keeps the AI's context in sync with the latest code state. Not for reading an unfamiliar project for the first time, explaining what code means, or reviewing code changes, nor for reverting changes or restoring historical versions.

Agent workflows46
Z
zod-patterns

Mix Space project Zod schema patterns. Apply when creating DTOs, validation schemas, or handling request validation.

Development46
A
ad-layer-visualizer
ad-layer-visualizer
nvidia / skills

Agent Skills for NVIDIA products — install into Claude Code, Codex, and other coding agents to run Physical AI, robotics, simulation, CUDA, and RAG workflows end to end.

Development45
A
adalo
adalo
membranedev / application-skills

Adalo integration. Manage data, records, and automate workflows. Use when the user wants to interact with Adalo data.

Development45
A
adapter-aws-lambda

Deploy tRPC on AWS Lambda with awsLambdaRequestHandler() from @trpc/server/adapters/aws-lambda for API Gateway v1 (REST, APIGatewayProxyEvent) and v2 (HTTP, APIGatewayProxyEventV2), and Lambda Function URLs. Enable response streaming with awsLambdaStreamingRequestHandler() wrapped in awslambda.streamifyResponse(). CreateAWSLambdaContextOptions provides event and context for context creation.

Cloud & DevOps45
A
adyen-webhooks
adyen-webhooks
hookdeck / webhook-skills

Receive and verify Adyen webhooks (standard notifications). Use when setting up Adyen webhook handlers, debugging HMAC signature verification, or handling payment events like AUTHORISATION, CAPTURE, REFUND, CANCELLATION, and CHARGEBACK.

Development45
A
agent-patterns
agent-patterns
markpitt / claude-skills

Modular orchestration of agent patterns from Anthropic's engineering guide. Intelligently selects and implements prompt chaining, routing, parallelization, orchestrator-workers, evaluator-optimizer, and autonomous agents. Includes pattern combinations and language-specific implementations.

Agent workflows45
A
ai-engineer
ai-engineer
htlin222 / dotfiles

Build LLM apps, RAG systems, and prompt pipelines. Use for AI-powered features.

Development45
A
ai-image-editing
ai-image-editing
omer-metin / skills-for-antigravity

Expert patterns for AI-powered image editing including inpainting, outpainting, ControlNet, image-to-image, and API integration with Replicate, Stability AI, and FalUse when "ai image editing, inpainting, outpainting, controlnet, image to image, remove object from image, extend image, flux inpaint, sdxl editing, image-editing, inpainting, outpainting, controlnet, stable-diffusion, flux, replicate, stability-ai, comfyui" mentioned.

Creative & media45
A
ai-patterns-tool-use-patterns
ai-patterns-tool-use-patterns
agents-inc / skills

Provider-agnostic patterns for LLM function calling, tool loops, and agentic workflows

Agent workflows45
A
ai-sdk-core
ai-sdk-core
jackspace / claudeskillz

Backend AI functionality with Vercel AI SDK v5 - text generation, structured output with Zod, tool calling, and agents. Multi-provider support for OpenAI, Anthropic, Google, and Cloudflare Workers AI. Use when: implementing server-side AI features, generating text/chat completions, creating structured AI outputs with Zod schemas, building AI agents with tools, streaming AI responses, integrating OpenAI/Anthropic/Google/Cloudflare providers, or encountering AI SDK errors like AI_APICallError, AI_NoObjectGeneratedError, streaming failures, or worker startup limits. Keywords: ai sdk core, vercel ai sdk, generateText, streamText, generateObject, streamObject, ai sdk node, ai sdk server, zod ai schema, ai tools calling, ai agent class, openai sdk, anthropic sdk, google gemini sdk, workers-ai-provider, ai streaming backend, multi-provider ai, ai sdk errors, AI_APICallError, AI_NoObjectGeneratedError, streamText fails, worker startup limit ai

Development45
A
ai-sdk-development

TRIGGER when working with ai-sdk, Laravel's official first-party AI SDK. Activate when building or editing AI agents, chatbots, text generation, image generation, audio/TTS, transcription/STT, embeddings, RAG, vector stores, reranking, structured output, streaming, conversation memory, tools, MCP servers, queueing, broadcasting, and provider failover across OpenAI, Anthropic, Gemini, Azure, Groq, xAI, DeepSeek, Mistral, Ollama, ElevenLabs, Cohere, Jina, and VoyageAI. Invoke when the user references ai-sdk, the `Laravel\Ai\` namespace, or this project's AI features — not for other AI packages used directly.

Development45
A
airbyte-sdk-reference
airbyte-sdk-reference
airbytehq / airbyte-agent-sdk

Reference documentation for the Airbyte per-connector typed SDK packages

Data & databases45
A
algorithm-design-planner
algorithm-design-planner
a-green-hand-jack / ml-research-skills

Turn an ML/AI research idea into a concrete method design. Use for objectives, architecture, inference, assumptions, ablations, and implementation handoff.

Development45
A
amazon-location-service
amazon-location-service
aws-geospatial / amazon-location-agent-context

Integrates Amazon Location Service APIs for AWS applications. Use this skill when users want to add maps (interactive MapLibre or static images); geocode addresses to coordinates or reverse geocode coordinates to addresses; calculate routes, travel times, or service areas; find places and businesses through text search, nearby search, or autocomplete suggestions; retrieve detailed place information including hours, contacts, and addresses; monitor geographical boundaries with geofences; or track device locations. Covers authentication, SDK integration, and all Amazon Location Service capabilities.

Development45
A
amplication
amplication
membranedev / application-skills

Amplication integration. Manage data, records, and automate workflows. Use when the user wants to interact with Amplication data.

Development45
A
android-jetpack
android-jetpack
alphaonedev / openclaw-graph

Jetpack: Room, Navigation, WorkManager, DataStore, CameraX, Hilt injection, Paging 3

Development45
A
android-jetpack-compose
android-jetpack-compose
expo / agent-templates

Use when building Android UIs with Jetpack Compose, managing state with remember/mutableStateOf, or implementing declarative UI patterns.

Development45
A
android-navigation
android-navigation
fandhe-ai / agent-reference-skills

Screen navigation and Navigation reference for Android app development (Kotlin). Jetpack Compose, androidx. Navigation 3 (stable, NavDisplay, NavKey, ResultEventBus, DeepLinkMatcher), Navigation Compose (NavHost, composable, type-safe routes), Fragment navigation (NavHostFragment, Safe Args), deep links, App Links, assetlinks.json, predictive back (OnBackPressedDispatcher).

Development45
A
android-sdk-analysis

No description yet

Development45
A
animejs-mastery
animejs-mastery
frogody / app.isyncso

Autonomous agent for systematically upgrading applications with polished anime.js animations. Use when asked to add animations, improve UI polish, upgrade visual experience, or make an app feel more alive. Triggers on requests like "add animations", "make it feel polished", "upgrade the UX", "animate the app", "make transitions smooth".

Design & UI45
A
anthropic-api
anthropic-api
alphaonedev / openclaw-graph

Anthropic Claude API for AI models with tool use and extended context.

Development45
A
apexlang
apexlang
oracle / skills

Versioned Oracle APEXlang skills for generating, compiling, deploying, and authoring Oracle APEX applications. Routes to the APEXlang skill set for APEX 26.1 or APEX 26.2.

Development45
A
api-flow-diagram-creator
api-flow-diagram-creator
jeremylongshore / tons-of-skills-marketplace

Create api flow diagram creator operations. Auto-activating skill for

Development45
A
applying-privacy-design-patterns
applying-privacy-design-patterns
mukul975 / privacy-data-protection-skills

Systematic application of the eight privacy design patterns per Hoepman: minimize, hide, separate, abstract, inform, control, enforce, and demonstrate. Covers pattern selection methodology per processing activity, mapping to GDPR principles, and practical implementation guidance for privacy-by-design system architecture.

Security45
A
arcgis-ai-components
arcgis-ai-components
saschabrunnerch / arcgis-maps-sdk-js-ai-context

Add AI-powered natural language assistants to maps using the ArcGIS AI Components package. Use for chat-based map interaction, data exploration, navigation, and custom agents.

Agent workflows45
A
arcgis-scene-environment
arcgis-scene-environment
saschabrunnerch / arcgis-maps-sdk-js-ai-context

Configure SceneView environment settings including lighting, weather, shadows, atmosphere, backgrounds, and underground navigation. Use for realistic 3D visualizations.

Design & UI45
A
architect
architect
ericlitman / open-pstack

Sketch types, signatures, and module structure before code, then stay in the loop while implementation fills in. Use for /architect, 'architect this', 'design this', or non-trivial work where jumping to code would lock in the wrong shape.

Development45
A
architecture
architecture
alexanderstephenthompson / claude-hub

Architecture principles, module boundaries, folder structure, and project type profiles

Development45
A
architecture-design
architecture-design
dauquangthanh / hanoi-rainbow

Designs comprehensive software solution architectures including system components, technology stacks, integration patterns, scalability strategies, and deployment models. Produces architecture diagrams, technical specifications, and implementation roadmaps. Use when planning new software systems, modernizing legacy applications, designing microservices, evaluating technology choices, creating architecture documentation, or when users mention system design, architecture patterns, scalability planning, or technical architecture decisions.

Development45
A
architecture-patterns
architecture-patterns
romiluz13 / cc10x

Internal skill. Use cc10x-router for all development tasks.

Development45
A
architecture-review
architecture-review
ionfury / homelab

Architecture evaluation criteria and technology standards for the homelab. Preloaded into the designer agent to ground design decisions in established patterns and principles. Use when: (1) Evaluating a proposed technology addition, (2) Reviewing architecture decisions, (3) Assessing stack fit for a new component, (4) Comparing implementation approaches. Triggers: "architecture review", "evaluate technology", "stack fit", "should we use", "technology comparison", "design review", "architecture decision"

Cloud & DevOps45
A
ask
ask
git-ai-project / git-ai

Use this when you are exploring the codebase. It lets you ask the AI who wrote code questions about how things work and why they chose to build things the way they did. Think of it as asking the engineer who wrote the code for help understanding it.

Development45
A
ast-grep-search
ast-grep-search
laurigates / claude-plugins

Find and replace code patterns structurally with ast-grep. Use when matching code by AST structure, finding functions with specific signatures, or detecting anti-patterns regex cannot match.

Development45
A
autoresearch-finalize
autoresearch-finalize
davebcn87 / pi-autoresearch

Finalize an autoresearch session into clean, reviewable branches. Use when asked to "finalize autoresearch", "clean up experiments", or "prepare autoresearch for review".

Development45
A
azure-storage-queue-ts
azure-storage-queue-ts
sickn33 / agentic-awesome-skills

Azure Queue Storage JavaScript/TypeScript SDK (@azure/storage-queue) for message queue operations. Use for sending, receiving, peeking, and deleting messages in queues.

Cloud & DevOps45
B
backend-dev-guidelines
backend-dev-guidelines
jackspace / claudeskillz

Comprehensive backend development guide for Node.js/Express/TypeScript microservices. Use when creating routes, controllers, services, repositories, middleware, or working with Express APIs, Prisma database access, Sentry error tracking, Zod validation, unifiedConfig, dependency injection, or async patterns. Covers layered architecture (routes → controllers → services → repositories), BaseController pattern, error handling, performance monitoring, testing strategies, and migration from legacy patterns.

Development45
B
backendless
backendless
membranedev / application-skills

Backendless integration. Manage data, records, and automate workflows. Use when the user wants to interact with Backendless data.

Data & databases45
B
better-chezmoi
better-chezmoi
jpcaparas / skills

Use for safe chezmoi setup and migration, daily dotfile sync, templates, secrets, scripts, drift/recovery, or official-doc research.

Development45
B
bkend-data
bkend-data
ww-w-ai / bkit-claude-code

bkend.ai database — CRUD, column types, filtering, sorting, relations, indexing. Triggers: bkend table, bkend CRUD, bkend column, bkend relation, bkend data

Data & databases45
B
boxlang-security
boxlang-security
ortus-boxlang / skills

Use this skill when reviewing BoxLang code or applications for security vulnerabilities, configuring security settings, preventing injection attacks, handling file uploads safely, managing secrets, or applying secure coding patterns drawn from OWASP Top 10 and CFML/Java security history.

Security45
B
boxlang-templating
boxlang-templating
ortus-boxlang / skills

Use this skill when writing BoxLang markup templates (.bxm files), mixing HTML with BoxLang output expressions, using template components like bx:output, bx:loop, bx:if, bx:include, bx:script, building views, or creating any HTML-generating template files.

Development45
B
brainstorming
brainstorming
jackspace / claudeskillz

Use when creating or developing, before writing code or implementation plans - refines rough ideas into fully-formed designs through collaborative questioning, alternative exploration, and incremental validation. Don't use during clear 'mechanical' processes

Agent workflows45
B
branded-types
branded-types
marius-townhouse / effective-typescript-skills

Use when primitive types need semantic distinction. Use when string or number types have different meanings. Use when you need nominal typing.

Development45
B
browser-automation
browser-automation
different-ai / openwork

Local OpenWork Electron browser automation with CDP. Use when driving a local Electron dev app, browser_list, browser_snapshot, browser_eval, composer automation, or local UI smoke tests.

Development45
B
browser-xterm-interaction
browser-xterm-interaction
wgpsec / aboutsecurity

Methodology for Playwright Browser MCP and xterm.js terminal interaction. Use when you need to operate terminals embedded in web pages through a browser, such as pseudo-terminals in CTF ranges, Cloud Shell, or terminals in online IDEs. Covers terminal content reading (5 methods), command execution, output capture, and screenshot fallback strategies. Use this skill whenever the target page contains any form of web terminal (xterm.js/hterm/jQuery Terminal)

Agent workflows45
B
bug-fix
bug-fix
kenlck / skills

Structured bug fixing with reproduction, root cause analysis, fix design, regression risk analysis, and quality review. Only invoke this skill when the user explicitly asks to use it by name (e.g. "use bug-fix", "run bug-fix") or clearly requests a structured/systematic bug fixing process. Do not invoke for general bug reports, error messages, or broken behavior — handle those directly without this skill.

Development45
B
build
build
redisearch / redisearch

Feature development pipeline - research, plan, track, and implement major features.

Development45
B
building-a-rich-text-editor-with-lit
building-a-rich-text-editor-with-lit
rodydavis / skills

Learn how to build a rich text editor using a Lit web component, complete with a toolbar for formatting text, links, and styles.

Development45
B
building-ai-agent-on-cloudflare
building-ai-agent-on-cloudflare
cloudflare / cloudflare-docs

Builds AI agents on Cloudflare using the Agents SDK with state management, real-time WebSockets, scheduled tasks, tool integration, and chat capabilities. Generates production-ready agent code deployed to Workers. Use when: user wants to "build an agent", "AI agent", "chat agent", "stateful agent", mentions "Agents SDK", needs "real-time AI", "WebSocket AI", or asks about agent "state management", "scheduled tasks", or "tool calling".

Agent workflows45
B
bun
bun
dobroslavradosavljevic / skills

Build, review, debug, configure, migrate, teach, or plan Bun JavaScript/TypeScript work with current docs and a full usage guide. Use for bun 1.4 runtime, bun install/add/remove/update/ci/audit/dedupe/prune, bun.lock, isolated linker and globalStore, workspaces catalogs overrides, trustedDependencies, bunx, Bun.serve (HTTP/2), Bun.Image, Bun.WebView, Bun.markdown, Bun.cron, Bun.Terminal, bun:sqlite, Bun.redis, Bun.SQL, Bun.file, Bun.$, bun test --parallel/--isolate/--shard, bun build --compile --bytecode, bunfig.toml, Node.js 26 compatibility, --hot/--watch, and npm/pnpm/yarn migration to Bun.

Development45
B
by-harness
by-harness
xmzdesign / santong-skill

This skill is required when initializing, maintaining, and executing the by-harness workflow. Applies when the user mentions by-harness, harness, initialization, continuous task breakdown, executing feat, plan/build/qa/fix, quick fix, session_close, automatic continuation, runtime upgrades, or needs to issue a Java master gate or distributed Java gate to constrain model coding. This skill generates an independent closed-loop scaffold, sharded task storage, a quick-fix triage tool, session close-out tooling, and runtime upgrade tooling, and issues Java hard-rule gates and a distributed Java coding contract; feature_list serves only as a legacy compatibility mirror.

Agent workflows45
C
c-memory-management

Use when managing memory in C programs with malloc/free, pointers, and avoiding common memory safety pitfalls.

Development45
C
cc10x-router
cc10x-router
romiluz13 / cc10x

THE ONLY ENTRY POINT FOR CC10X. Activate this skill for build, debug, review, and plan requests. Use when the user asks to implement, fix, review, plan, test, refactor, or continue code work. Trigger keywords: build, implement, create, write, add, review, audit, debug, fix, error, bug, broken, plan, design, architect, spec, brainstorm, test, refactor, optimize, update, change, research, cc10x, c10x. CRITICAL: Route and execute immediately. Do not stop at describing capabilities.

Agent workflows45
C
changelog
changelog
johnlindquist / claude

Generate and manage changelogs from git history. Use for release notes, tracking breaking changes, and maintaining project history.

Development45
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New to MCP?

From what the protocol is to installing your first server, these answers cover most first questions.

An open protocol that defines how AI applications connect to external tools and data in a uniform way. Clients talk to the model; MCP servers provide tools, resources and prompt templates. They exchange standard messages, so one server can be reused by many clients.