Caching
Caching strategies and implementation
inline-documentation
by troykelly
Use when writing code - ensure complete JSDoc, docstrings, and inline comments assuming documentation will be generated from code
container-workflow
by ilude
Guidelines for containerized projects using Docker, Dockerfile, docker-compose, container, and containerization. Covers multi-stage builds, security, signal handling, entrypoint scripts, and deployment workflows.
codereview-performance
by xinbenlv
Performance and scalability analysis specialist. Identifies algorithmic inefficiencies, N+1 queries, memory leaks, and concurrency issues. Use when reviewing loops, database queries, file I/O, or high-concurrency code.
edge-computing-patterns
by ArieGoldkin
Deploy to edge runtimes (Cloudflare Workers, Vercel Edge, Deno Deploy) for globally distributed, low-latency applications. Master edge middleware, streaming, and runtime constraints for 2025+ edge computing.
flash-attention
by tylertitsworth
"Flash Attention, FlashInfer, SDPA backends, PagedAttention, and attention kernel selection/configuration. Use when choosing or configuring attention backends for training or inference (FlashAttention-2/3, FlashInfer, SDPA, xFormers, PagedAttention, Ring Attention, FlexAttention/FlexDecoding, varlen_attn)."
docker-buildx
by tylertitsworth
"Docker Buildx — multi-platform builds, BuildKit mounts, Bake, build policies (Rego/OPA), cache backends, CI integration. Use when building container images. NOT for GPU runtime or Compose."
nginx
by 1Mangesh1
Nginx web server configuration for reverse proxy, SSL/TLS, load balancing, and static hosting. Use when user asks to "configure nginx", "set up reverse proxy", "add SSL", "nginx location block", "load balancer config", "serve static files", or any web server configuration tasks.
vercel-react-best-practices
by oldwinter
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.
android-ci-tests
by hitoshura25
Setup GitHub Actions workflow for running Android tests in CI
study-assistant
by planetis-m
Study assistant workflow for lecture-slide exam prep using the pdfocr CLI. Use when a task involves reading PDF slides, transcribing slide text, cleaning OCR output, and generating exam-focused deliverables such as study notes, lecture-style explanations, ELI5 explanations, flashcards, Mermaid mind maps, quizzes, essay questions, or one-step PDF-to-notes output.
osay
by tizee
AI-powered text-to-speech CLI tool. Use for pronunciation queries, reading text aloud, generating audio files, or language practice. Triggers on "how to pronounce", "say this", "read aloud", "TTS", "text to speech", "speak", or audio generation requests.
spice-caching
by 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.
bullmq
by mikkelkrogsholm
"BullMQ — Redis-based distributed job and message queue for Node.js with workers, schedulers, flows, and rate limiting. Use when building with BullMQ or asking about its queues, workers, job configuration, repeatable jobs, flow producers, or Redis connection setup. Fetch live documentation for up-to-date details."
amr-migration-skill
by AzureManagedRedis
Helps users migrate from Azure Cache for Redis (ACR) to Azure Managed Redis (AMR). Use when users ask about: Redis migration, AMR vs ACR features, SKU selection, migration best practices, feature compatibility, or Azure Redis cache upgrades.
pattern-recognition
by xbklairith
Use when identifying chart patterns or setups - recognizes candlestick patterns (head and shoulders, double top/bottom, triangles), documents pattern library with entry/exit criteria. Activates when user says "what pattern is this", "is this a flag", "document this setup", mentions pattern names, or uses /trading:pattern command.
upstash
by mikkelkrogsholm
"Upstash — serverless Redis, QStash, and Vector database with per-request pricing optimized for edge and serverless environments. Use when building with Upstash or asking about its Redis client, QStash message queuing, rate limiting, workflows, or vector search. Fetch live documentation for up-to-date details."
swift-development
by ProjAnvil
提供 Swift 6+ 核心语言开发能力，涵盖并发编程、宏、数据模型设计和业务逻辑实现。
market-analysis
by xbklairith
Use when analyzing markets or interpreting charts - applies technical indicators (RSI, MACD, Moving Averages), identifies support/resistance, analyzes multi-timeframe trends, checks fundamentals and sentiment. Activates when user says "analyze BTC", "what's the trend", "check this chart", mentions ticker symbols, or uses /trading:analyze command.
better-auth
by mikkelkrogsholm
"Better Auth — framework-agnostic authentication and authorization framework for TypeScript. Use when building with Better Auth or asking about its APIs, configuration, plugins, session management, OAuth, or integration. Fetch live documentation for up-to-date details."
production-rag-checklist
by 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.
inline-documentation
by troykelly
Use when writing code - ensure complete JSDoc, docstrings, and inline comments assuming documentation will be generated from code
nextjs-reviewer
by jaredpalmer
Review Next.js App Router code for optimal Partial Prerendering (PPR), caching strategy, Suspense boundaries, and React Query integration. Ensure adherence to Next.js 16+ Cache Components best practices.
pavlo-database-performance
by copyleftdev
Optimize databases in the style of Andy Pavlo, CMU professor and database performance expert. Emphasizes understanding internals, benchmarking rigorously, and making informed architectural choices. Use when tuning query performance, designing storage engines, or evaluating database technologies.
imagekit-upload
by kevinslin
Upload images to ImageKit from file paths or clipboard, returning the CDN URL for easy sharing and embedding