Caching
Caching strategies and implementation
senior-cloud-architect
by borghei
Expert cloud architecture covering AWS, GCP, Azure, multi-cloud strategy, cost optimization, and cloud-native design.
capacity-planning
by mohitagw15856
"Produce a capacity planning document for a service covering traffic forecasts, resource requirements, and scaling strategy. Use when asked to plan infrastructure capacity, forecast resource needs, model traffic growth, define scaling strategy, or produce a capacity review for a service. Produces a structured capacity plan covering current baseline metrics, growth projections, resource requirements per tier, scaling strategy, cost projections, capacity triggers, and an infrastructure action roadmap."
docker-patterns
by affaan-m
Docker and Docker Compose patterns for local development, container security, networking, volume strategies, and multi-service orchestration.
content-hash-cache-pattern
by affaan-m
Cache expensive file processing results using SHA-256 content hashes — path-independent, auto-invalidating, with service layer separation.
swift-actor-persistence
by affaan-m
Thread-safe data persistence in Swift using actors — in-memory cache with file-backed storage, eliminating data races by design.
django-patterns
by affaan-m
Django architecture patterns, REST API design with DRF, ORM best practices, caching, signals, middleware, and production-grade Django apps.
senior-cloud-architect
by borghei
Expert cloud architecture covering AWS, GCP, Azure, multi-cloud strategy, cost optimization, and cloud-native design.
senior-architect
by borghei
Expert software architecture covering system design, distributed systems, microservices, scalability patterns, and technical decision-making.
http2-specific-attacks
by Sekolah76
HTTP/2 protocol-specific attack playbook. Use when the target supports HTTP/2 and you need to exploit binary framing, HPACK compression, h2c upgrade smuggling, pseudo-header injection, stream multiplexing abuse, or H2→H1 downgrade translation flaws.
redis-expert
by personamanagmentlayer
Expert-level Redis for caching, pub/sub, data structures, and high-performance applications
crypto-market-data-service-guide
by nirholas
Guide to the Crypto Market Data TypeScript service — clean market data APIs for token prices, candles, market cap, and volume across multiple chains. Features caching, rate limiting, fallback sources, and WebSocket subscriptions. Built for production DeFi applications.
react-best-practices
by laguagu
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.
arm-cortex-expert
by rmyndharis
Senior embedded software engineer specializing in firmware and driver development for ARM Cortex-M microcontrollers (Teensy, STM32, nRF52, SAMD). Decades of experience writing reliable, optimized, and maintainable embedded code with deep expertise in memory barriers, DMA/cache coherency, interrupt-driven I/O, and peripheral drivers.
arm-cortex-expert
by sickn33
Senior embedded software engineer specializing in firmware and driver development for ARM Cortex-M microcontrollers (Teensy, STM32, nRF52, SAMD). Decades of experience writing reliable, optimized, and maintainable embedded code with deep expertise in memory barriers, DMA/cache coherency, interrupt-driven I/O, and peripheral drivers.
ssrf-testing
by Ed1s0nZ
SSRF服务器端请求伪造测试的专业技能和方法论
aetherviz-master
by andyhuo520
AetherViz Master - 互动教育可视化建筑师，将任意教学主题转化为极致美观、高度交互的专业教学网页
sparse-autoencoder-training
by Orchestra-Research
Provides guidance for training and analyzing Sparse Autoencoders (SAEs) using SAELens to decompose neural network activations into interpretable features. Use when discovering interpretable features, analyzing superposition, or studying monosemantic representations in language models.
transformer-lens-interpretability
by Orchestra-Research
Provides guidance for mechanistic interpretability research using TransformerLens to inspect and manipulate transformer internals via HookPoints and activation caching. Use when reverse-engineering model algorithms, studying attention patterns, or performing activation patching experiments.
state-directory-manager
by majiayu000
Manage persistent state directories for bash scripts
api-rate-limiting
by TerminalSkills
Implement API rate limiting. Use when a user asks to throttle API requests, prevent abuse, implement sliding window rate limiting, add per-user quotas, or protect APIs from DDoS and scraping.
caching
by codewithmukesh
Caching strategies for .NET 10 applications. Covers HybridCache (the default), output caching, response caching, and distributed cache patterns. Load this skill when implementing caching, optimizing read performance, reducing database load, or when the user mentions "cache", "HybridCache", "Redis", "output cache", "response cache", "distributed cache", "IMemoryCache", "cache invalidation", "stampede protection", or "cache-aside".
macos-cleaner
by daymade
Analyze and reclaim macOS disk space through intelligent cleanup recommendations. This skill should be used when users report disk space issues, need to clean up their Mac, or want to understand what's consuming storage. Focus on safe, interactive analysis with user confirmation before any deletions.
aws-cloudfront
by TerminalSkills
Configure Amazon CloudFront for global content delivery. Set up distributions with S3 and ALB origins, define cache behaviors and TTLs, invalidate cached content, and use Lambda@Edge for request/response manipulation at the edge.
apollo-performance-tuning
by Dicklesworthstone
Optimize Apollo.io API performance. Use when improving API response times, reducing latency, or optimizing bulk operations. Trigger with phrases like "apollo performance", "optimize apollo", "apollo slow", "apollo latency", "speed up apollo".