缓存
缓存策略与实现
commerce-blueprint
gravito-framework
Deep expertise in E-commerce domain logic (Cart, Checkout, SKU). Trigger this when building shopping features on top of MVC or ADR.
File Validation
violetio
Strict detection and removal of unrelated files before PR creation
system-architecture
mrsknetwork
Designs high-level system architectures, produces C4 model diagrams, writes Architectural Decision Records (ADRs), and defines Non-Functional Requirements (NFRs). Use when planning a new application, migrating systems, evaluating trade-offs between architectural patterns, or documenting a key technical decision.
billing-guard
lpding888
计费审计专家,在规划/开发/运行阶段持续审计与优化成本。评估任务卡预算、模拟调用成本、监控高成本路径,在超出预算或异常时阻断执行并提出替代方案。遵循数据驱动、三板斧优化(缓存/批量/降级)、预警阻断的工程基线。适用于规划预审、PR成本审查、运行时监控时使用。
docker-optimization
pluginagentmarketplace
Optimize Docker images and containers for size, build speed, and runtime performance
pavlo-database-performance
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.
cloudflare-performance-engineering
copyleftdev
Engineer high-performance network systems in the style of Cloudflare's performance team. Emphasizes kernel bypass (XDP/eBPF), edge computing with V8 isolates, Rust for systems programming, smart routing, and measuring everything. Use when building globally distributed systems, DDoS mitigation, CDN infrastructure, or any system where every millisecond matters at massive scale.
swift-actor-persistence
shimo4228
"Use when building a thread-safe data persistence layer in Swift using actors with in-memory cache and file storage."
vercel-react-best-practices
ddaakk
React performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React code to ensure optimal performance patterns. Triggers on tasks involving React components, data fetching, bundle optimization, or performance improvements.
unpoly
thomasklemm
Comprehensive guide for building server-rendered apps with Unpoly — a progressive enhancement framework that adds SPA-like behavior through HTML attributes. Use when working with Unpoly fragment updates, overlays/layers, forms, compilers, caching, lazy loading, animations, transitions, error handling, polling, the render lifecycle, or server integration. Covers [up-follow], [up-target], [up-layer], [up-submit], [up-validate], up.compiler(), up.render(), up.layer.open(), caching, previews, optimistic rendering, and more.
optimizing-context
Git-Fg
"Provides unified interface for all context engineering patterns. Use when optimizing AI agent context: compression, degradation detection, KV-cache optimization, or session management."
architecture-decisions
pluginagentmarketplace
Make and document architecture decisions using structured frameworks
turborepo
kirklin
Turborepo monorepo build system guidance. Triggers on: turbo.json, task pipelines, dependsOn, caching, remote cache, the "turbo" CLI, --filter, --affected, CI optimization, environment variables, internal packages, monorepo structure/best practices, and boundaries. Use when user: configures tasks/workflows/pipelines, creates packages, sets up monorepo, shares code between apps, runs changed/affected packages, debugs cache, or has apps/packages directories.
data-fetching-integration
velcrafting
Wire UI to a data source with typed inputs/outputs, loading/error/empty states, and caching rules.
content-hash-cache-pattern
shimo4228
"Use when caching expensive file processing results. SHA-256 content-hash keying with frozen CacheEntry and service layer wrapper."
functions
pluginagentmarketplace
Advanced function patterns including declaration styles, closures, scope chains, hoisting, and this binding. Master function composition and advanced techniques.
llm-caching
RSHVR
Optimize LLM costs and latency through KV caching and prompt caching. Use when (1) structuring prompts for cache hits, (2) configuring API cache_control for Anthropic/Cohere/OpenAI/Gemini, (3) setting up self-hosted inference with vLLM/SGLang/Ollama, (4) building agentic workflows with prefix reuse, (5) designing batch processing pipelines, or (6) understanding cache pricing and tradeoffs.
databases
pluginagentmarketplace
Game data persistence with player profiles, leaderboards, inventory systems using Redis and PostgreSQL
redis
pluginagentmarketplace
Redis data structures and commands including strings, lists, hashes, sets, sorted sets, streams, and transactions for high-performance caching and real-time applications.
local-redis-skill
Darna-Digital
Connect to and execute commands against a local Docker-based Redis instance. Use when the user wants to run Redis commands, inspect Redis keys/values, debug Redis data, or interact with the local Redis container.
architecture-diagrams
dereknex
Create system architecture diagrams using Mermaid, PlantUML, C4 model, flowcharts, and sequence diagrams. Use when documenting architecture, system design, data flows, or technical workflows.
vercel-react-best-practices
dereknex
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.
redis-best-practices
simba-git
Redis performance optimization and best practices. Use this skill when working with Redis data structures, Redis Query Engine (RQE), vector search with RedisVL, semantic caching with LangCache, or optimizing Redis performance.
architecture
josavicentevw
Design, evaluate, and document software architectures including system design, design patterns, architecture patterns, scalability planning, and technology selection. Use when designing systems, choosing architectures, evaluating design decisions, or when user mentions architecture, system design, or scalability.