Memòria cau
Estratègies i implementació de memòria cau
imagekit-upload
kevinslin
Upload images to ImageKit from file paths or clipboard, returning the CDN URL for easy sharing and embedding
production-rag-checklist
latestaiagents
Deploy RAG systems to production with proper architecture, monitoring, and operations. Use this skill when deploying RAG to production, scaling retrieval systems, implementing RAG monitoring, or building enterprise RAG infrastructure. Activate when: production RAG, RAG deployment, enterprise RAG, RAG architecture, RAG monitoring, RAG scaling, RAG infrastructure, RAG ops.
vercel-react-best-practices
julianromli
React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance patterns. Triggers on tasks involving React components, Next.js pages, data fetching, bundle optimization, or performance improvements.
resend-brand
julianromli
Use when creating Resend marketing materials, documents, presentations, or visual content. Triggers for Resend brand, Resend style, or Resend visual identity requests.
image-compress
xiaowu89
自动化图片压缩工作流。支持本地路径、文件夹批量压缩，调用 NX MCP 服务端智能压缩，返回 CDN 地址及压缩比。适用于图片压缩、减小文件体积、图片优化等场景。
image-compress
xiaowu89
自动化图片压缩工作流，通过服务端智能压缩实现图片优化。支持本地路径、文件夹和远程 URL，返回 CDN 地址和压缩率。Use when compressing images, reducing file size, or optimizing photos.
moai-baas-vercel-ext
AJBcoding
Enterprise Vercel Edge Platform with AI-powered modern deployment, Context7 integration, and intelligent edge orchestration for scalable web applications
moai-context7-integration
AJBcoding
"Enhanced context7 integration with AI-powered features"
docker-expert
k1lgor
Use this for creating Dockerfiles, docker-compose files, optimizing container images, and setting up local development containers.
react
DaleStudy
"React 성능 최적화 및 베스트 프랙티스 스킬. Vercel Engineering 가이드 기반, 프레임워크 비종속. 다음 상황에서 사용: (1) React 컴포넌트(.tsx, .jsx) 작성 또는 수정 시, (2) 상태 관리, hooks, 리렌더링 최적화 작업 시, (3) 비동기 데이터 페칭 또는 Suspense 패턴 작업 시, (4) 번들 사이즈 최적화 또는 코드 스플리팅 시, (5) 'react', 'useState', 'useEffect', 'useMemo', 'useCallback', 'memo', 'Suspense', 'lazy' 키워드가 포함된 작업 시"
bench-commands
UnityAppSuite
Frappe Bench CLI command reference for site management, app management, development, and production operations. Use when running bench commands, managing sites, migrations, builds, or deployments.
client-scripts
UnityAppSuite
Frappe client-side JavaScript patterns for form events, field manipulation, dialogs, and UI customization. Use when writing form scripts, handling field changes, creating dialogs, or customizing the Frappe desk interface.
tree-of-thoughts
kimasplund
Advanced recursive reasoning methodology for systematic problem-solving. Use when you need to explore multiple solution approaches in parallel, evaluate them rigorously, and recursively deepen the best path. Ideal for complex decisions with trade-offs, optimization problems, or strategic planning. Example: "Should we use microservices or monolith?" → Apply ToT to spawn 5+ architectural approaches, evaluate each systematically, recurse on the winner.
backend-csharp
twofoldtech-dakota
C# backend patterns for Optimizely CMS projects
docker-compose
AIDotNet
创建和管理多容器应用的Docker Compose配置，包含生产级设置、健康检查和网络配置。
cloud-architect
nahisaho
Copilot agent for cloud architecture design, AWS/Azure/GCP configuration, IaC code generation (Terraform/Bicep), and cost optimization Trigger terms: cloud architecture, AWS, Azure, GCP, cloud infrastructure, IaC, Terraform, CloudFormation, cloud design, serverless, cloud migration Use when: User requests involve cloud architect tasks.
incentive-prompting
v1truv1us
Research-backed prompting techniques for improved AI response quality (+45-115% improvement). Use when optimizing prompts, enhancing agent instructions, or when maximum response quality is critical. Invoked by /ai-eng/optimize command. Includes expert persona, stakes language, step-by-step reasoning, challenge framing, and self-evaluation techniques.
backend-patterns
peopleforrester
Common backend development patterns for APIs, databases, caching, and service architecture. Language-agnostic principles with examples in Python, TypeScript, and Go.
caching-strategy-optimizer
patricio0312rev
Optimizes CI/CD pipeline speed by implementing effective caching for dependencies, Docker layers, build outputs, and test results. Provides before/after performance metrics and best practices. Use for "CI caching", "pipeline optimization", "build speed", or "cache strategy".
symfony-symfony-cache
data219
Implement caching with Symfony Cache component; configure pools, use cache tags for invalidation, and optimize performance
cost-latency-optimizer
patricio0312rev
Reduces LLM costs and improves response times through caching, model selection, batching, and prompt optimization. Provides cost breakdowns, latency hotspots, and configuration recommendations. Use for "cost reduction", "performance optimization", "latency improvement", or "efficiency".
spice-caching
spiceai
Configure Spice.ai in-memory caching for SQL query results, search results, and embeddings. Use when setting up caching, tuning cache TTL/size/eviction, configuring stale-while-revalidate, custom cache keys, or cache-control headers.
nginx-config-optimizer
patricio0312rev
Optimizes Nginx configurations for performance, security, caching, and load balancing with modern best practices. Use when users request "Nginx setup", "reverse proxy", "load balancer", "web server config", or "Nginx optimization".
cdn-cache-control-headers
curiositech
Designing HTTP cache headers that work correctly across browsers, CDNs, and shared proxies — Cache-Control directives per RFC 9111, stale-while-revalidate and stale-if-error per RFC 5861, the Vary header for varying responses, and surrogate keys for tag-based purging. Grounded in IETF RFCs and Cloudflare/Fastly docs. NOT for service-worker or browser-only caching, Redis/memcached application caching, or edge-function compute.