Caching
Caching strategies and implementation
project-board-enforcement
by troykelly
MANDATORY for all work - the project board is THE source of truth. This skill provides verification functions and gates that other skills MUST call. No work proceeds without project board compliance.
caching
by yanko-belov
Use when same data is fetched repeatedly. Use when database queries are slow. Use when implementing caching without invalidation strategy.
backend-patterns
by peopleforrester
Common backend development patterns for APIs, databases, caching, and service architecture. Language-agnostic principles with examples in Python, TypeScript, and Go.
deepbase
by clasen
Instructions for working with DeepBase, a multi-driver persistence library for Node.js. Use when the user needs to store or retrieve data, add persistence to a project, set up a key-value store, work with SQLite/MongoDB/Redis/JSON storage, migrate data between backends, handle multi-driver failover, or says things like "save data", "persist data", "I need a database", "store user data", "set up storage", or "integrate DeepBase". Do NOT use for full ORM/relational query needs or raw SQL work.
next-cache-components
by fellipeutaka
Next.js 16 Cache Components - PPR, use cache directive, cacheLife, cacheTag, updateTag
turborepo
by fellipeutaka
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.
broker-configurations
by vanman2024
Message broker setup patterns (Redis, RabbitMQ, SQS) for Celery including connection strings, SSL configuration, high availability, and production best practices. Use when configuring message brokers, setting up Redis/RabbitMQ/SQS, troubleshooting broker connections, implementing HA/failover, securing broker communications with SSL, or when user mentions broker setup, connection issues, sentinel, quorum queues, or AWS SQS integration.
result-backend-patterns
by vanman2024
Result backend configuration patterns for Celery including Redis, Database, and RPC backends with serialization, expiration policies, and performance optimization. Use when configuring result storage, troubleshooting result persistence, implementing custom serializers, migrating between backends, optimizing result expiration, or when user mentions result backends, task results, Redis backend, PostgreSQL results, result serialization, or backend migration.
queue-patterns
by vanman2024
BullMQ queue configuration patterns including connection pooling, job options, rate limiting, and TypeScript types. Use when setting up queues or configuring job behavior.
spaces-storage
by vanman2024
DigitalOcean Spaces (S3-compatible) object storage patterns
managed-databases
by vanman2024
DigitalOcean Managed Database provisioning and connection patterns
Knack Cache Optimizer
by willsigmon
Caches API results and enforces Knack's 10-requests-per-second rate limit. Critical for dashboard performance and cost reduction.
celery-config-patterns
by vanman2024
Celery configuration templates for all frameworks (Django, Flask, FastAPI, standalone). Use when configuring Celery, setting up task queues, creating Celery apps, integrating with frameworks, or when user mentions Celery configuration, task queue setup, broker configuration, or framework integration.
architecture-documenter
by CuriousLearner
Document system architecture and technical design decisions for effective team communication and ...
conflux-rust-integration-test
by conflux-fans
Create or update pytest-based integration tests for conflux-rust, including adding new test modules under integration_tests/tests, using ConfluxTestFramework and pytest fixtures (network, cw3/ew3, accounts, internal_contracts), customizing framework_class and fixtures, and running/debugging tests with pytest and xdist options.
vercel-react-best-practices
by vadirn
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.
multi-container-workspaces
by Tyler-R-Kendrick
Use when setting up dev containers with sidecar services like databases, caches, or message brokers. Covers Docker Compose integration, service networking, and multi-service devcontainer.json configuration. USE FOR: Docker Compose sidecar services, database/cache/queue containers alongside dev containers, multi-service networking, service health checks DO NOT USE FOR: general devcontainer.json schema (use devcontainer), Docker-in-Docker for building images (use docker-in-docker), production Kubernetes deployment (use iac/kubernetes)
figma-integration
by duongdev
Guides design-to-code workflow using Figma integration. Helps extract designs, analyze components, and generate implementation specs. Auto-activates when users mention Figma URLs, design implementation, component conversion, or design-to-code workflows. Works with /ccpm:plan, design-approve, design-refine, and /ccpm:figma-refresh commands.
hook-optimization
by duongdev
Provides guidance on optimizing CCPM hooks for performance and token efficiency. Auto-activates when developing, debugging, or benchmarking hooks. Includes caching strategies, token budgets, performance benchmarking, and best practices for maintaining sub-5-second hook execution times.
react
by 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"
memory-management
by richfrem
"Tiered memory system for cognitive continuity across agent sessions. Manages hot cache (session context loaded at boot) and deep storage (loaded on demand). Use when: (1) starting a session and loading context, (2) deciding what to remember vs forget, (3) promoting/demoting knowledge between tiers, (4) user says 'remember this' or asks about project history."
market-data
by macaron-software
Market data aggregation from multiple free providers (yfinance, ECB, Finnhub). Use when building or modifying the market data pipeline. Covers real-time stock/ETF quotes, ISIN-ticker resolution, ECB FX rates (EUR/USD/GBP), historical OHLCV data, instrument metadata enrichment, dividend calendars, and multi-currency portfolio valuation.
effect-ts-resources
by mrevanzak
Use when managing resource lifecycles (DB connections, file handles, sockets) where cleanup must be guaranteed despite failures, interruptions, or potential resource leaks.
fastapi-patterns
by hieutrtr
FastAPI framework mechanics and advanced patterns. Use when configuring middleware, creating dependency injection chains, implementing WebSocket endpoints, customizing OpenAPI documentation, setting up CORS, building authentication dependencies (JWT validation, role-based access), implementing background tasks, or managing application lifespan (startup/shutdown). Does NOT cover basic endpoint CRUD or repository/service patterns (use python-backend-expert) or testing (use pytest-patterns).