Caching
Caching strategies and implementation
local-service-testing
by troykelly
Use when code changes touch database, cache, queue, or other service-dependent components - enforces testing against real local services instead of mocks
cloudflare-performance-engineering
by 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.
spring-boot-full-stack
by mduongvandinh
Complete Java Spring Boot skill set for building enterprise applications. Includes modular architecture with optional components: - PostgreSQL database with JPA/Hibernate + Flyway migration - Redis caching (optional) - Kafka/RabbitMQ messaging (optional, choose one) - JWT + OAuth2 authentication (optional OAuth2) - RBAC authorization (optional) - TDD with Mockito - Spec-First Development with OpenSpec
SiteGround Cache Buster Skill
by CrazySwami
visual-qa - Screenshot testing after changes
doc-to-markdown
by sheepmao
Use when converting Word documents (.doc/.docx) to clean Markdown with images extracted to a separate folder for readability and AI compatibility
context-optimization
by eyadsibai
Use when optimizing agent context, reducing token costs, implementing KV-cache optimization, or asking about "context optimization", "token reduction", "context limits", "observation masking", "context budgeting", "context partitioning"
turborepo-caching
by EngineerWithAI
Configure Turborepo for efficient monorepo builds with local and remote caching. Use when setting up Turborepo, optimizing build pipelines, or implementing distributed caching.
laravel-infrastructure
by anilcancakir
"Laravel Horizon queues, Octane performance, Reverb WebSockets, Redis caching, PostgreSQL database. ALWAYS activate when: working with queue jobs, cache, sessions, broadcasting, database performance, supervisor, worker. Triggers on: job failed, queue stuck, cache not clearing, Redis connection, broadcast event, WebSocket, real-time, Horizon dashboard, Octane memory leak, slow query, N+1, database timeout, connection refused, kuyruk çalışmıyor, cache temizlenmiyor, job başarısız, worker durdu, broadcast çalışmıyor, real-time gelmiyor."
vercel-react-best-practices
by PeterFile
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.
python-backend
by jiatastic
Python backend development expertise for FastAPI, security patterns, database operations, Upstash integrations, and code quality. Use when: (1) Building REST APIs with FastAPI, (2) Implementing JWT/OAuth2 authentication, (3) Setting up SQLAlchemy/async databases, (4) Integrating Redis/Upstash caching, (5) Refactoring AI-generated Python code (deslopification), (6) Designing API patterns, or (7) Optimizing backend performance.
cache-components
by PeterFile
Expert guidance for Next.js Cache Components and Partial Prerendering (PPR). PROACTIVE ACTIVATION: Use this skill automatically when working in Next.js projects that have cacheComponents: true in their next.config.ts/next.config.js. When this config is detected, proactively apply Cache Components patterns and best practices to all React Server Component implementations. DETECTION: At the start of a session in a Next.js project, check for cacheComponents: true in next.config. If enabled, this skill's patterns should guide all component authoring, data fetching, and caching decisions. USE CASES: Implementing 'use cache' directive, configuring cache lifetimes with cacheLife(), tagging cached data with cacheTag(), invalidating caches with updateTag()/revalidateTag(), optimizing static vs dynamic content boundaries, debugging cache issues, and reviewing Cache Component implementations.
tree-of-thoughts
by 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.
managing-project-customizations
by klamping
Use when initializing or refreshing project-specific WebdriverIO context so other skills can reuse cached configuration, conventions, and environment details with lower token and execution cost.
pdf-to-markdown
by aliceisjustplaying
Convert entire PDF documents to clean, structured Markdown for full context loading. Use this skill when the user wants to extract ALL text from a PDF into context (not grep/search), when discussing or analyzing PDF content in full, when the user mentions "load the whole PDF", "bring the PDF into context", "read the entire PDF", or when partial extraction/grepping would miss important context. This is the preferred method for PDF text extraction over page-by-page or grep approaches.
buffer-overflow
by tangjunyi23
Buffer overflow vulnerability hunting in IoT embedded binaries. Use when reverse-engineering ARM/MIPS/x86 binaries for stack-based or heap-based overflow vulnerabilities, analyzing unsafe memory operations (strcpy, sprintf, gets, memcpy), checking binary protections (NX, ASLR, canary), or building overflow PoCs for embedded targets.
web-performance
by AlexanderStephenThompson
Performance patterns for Apollo caching, Redis, and CloudFront optimization
query-sub-agent
by knowlet
專責處理 IDF (Information Display Frame) 類型的需求。讀取規格目錄結構，生成/審查 Query Side 設計與實作。支援 Java、TypeScript、Go 多語言。
commerce-blueprint
by gravito-framework
Deep expertise in E-commerce domain logic (Cart, Checkout, SKU). Trigger this when building shopping features on top of MVC or ADR.
nextjs-app-router-data-fetching
by Agentient
Data fetching patterns for Next.js 14+ App Router including async Server Components and Server Actions. PROACTIVELY activate for: (1) fetching data in Server Components, (2) implementing Server Actions for mutations, (3) configuring caching and revalidation. Triggers: "fetch data", "server action", "revalidate"
system-architecture
by 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.
solution-space
by open-horizon-labs
Explore candidate solutions before committing. Use when you have a problem statement and need to evaluate approaches - band-aid, optimize, reframe, or redesign.
depot-container-builds
by depot
Configures and runs Depot remote container builds using depot build and depot bake. Use when building Docker images, creating Dockerfiles with Depot, pushing images to registries, building multi-platform/multi-arch images (linux/amd64, linux/arm64), debugging container build failures, optimizing Dockerfile layer caching, using docker-bake.hcl or docker-compose builds, or migrating from docker build / docker buildx build to Depot. Also use when the user mentions depot build, depot bake, container builds, image builds, or asks about Depot's build cache, build parallelism, or ephemeral registry.
keyvhq
by microlinkhq
Build and operate Keyv-based caching and key-value storage using @keyvhq/core and official adapters. Use when the user mentions Keyv, keyvhq, TTL cache, namespaces, storage adapters (Redis, Mongo, MySQL, PostgreSQL, SQLite, file), or adding cache support to a Node.js module.
turborepo
by rockcookies
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.