Caching
Caching strategies and implementation
mcp-architecture
by jpoutrin
MCP architecture patterns, security, and memory management. Auto-loads when building MCP servers, implementing tools/resources, discussing MCP security, or working with FastMCP.
ask-cascade
by build000r
Enforce hierarchical, dependency-aware question ordering when using AskUserQuestion. High-level decisions first, detail questions only after strategic choices are settled. Proactive triggers - activate when: - About to call AskUserQuestion with 2+ questions - Gathering requirements, preferences, or implementation decisions from the user - Planning work that requires multiple user inputs - Using EnterPlanMode or AskUserQuestion during any skill/workflow Explicit triggers - "ask cascade", "question order", "ask strategy"
debug-buttercup
by lv416e
Debugs the Buttercup CRS (Cyber Reasoning System) running on Kubernetes. Use when diagnosing pod crashes, restart loops, Redis failures, resource pressure, disk saturation, DinD issues, or any service misbehavior in the crs namespace. Covers triage, log analysis, queue inspection, and common failure patterns for: redis, fuzzer-bot, coverage-bot, seed-gen, patcher, build-bot, scheduler, task-server, task-downloader, program-model, litellm, dind, tracer-bot, merger-bot, competition-api, pov-reproducer, scratch-cleaner, registry-cache, image-preloader, ui.
workleap-react-best-practices
by workleap
React performance optimization guidelines for Single Page Applications (SPA) at Workleap. Use when writing, reviewing, or refactoring React SPA code to ensure optimal performance patterns. Triggers on tasks involving React components, state management, bundle optimization, re-render prevention, rendering performance, or JavaScript performance improvements. Covers async waterfall elimination, bundle size reduction, re-render optimization, rendering efficiency, JS micro-optimizations, and advanced React patterns. Does NOT cover server-side rendering (SSR), Next.js, or server components.
redis-state-management
by manutej
Comprehensive guide for Redis state management including caching strategies, session management, pub/sub patterns, distributed locks, and data structures
performance-benchmark-specialist
by manutej
Performance benchmarking expertise for shell tools, covering benchmark design, statistical analysis (min/max/mean/median/stddev), performance targets (<100ms, >90% hit rate), workspace generation, and comprehensive reporting
altinity-expert-clickhouse-caches
by Altinity
Analyze ClickHouse cache systems including mark cache, uncompressed cache, and query cache. Use for cache hit ratio issues and cache tuning.
laravel-pro
by YuniorGlez
"Senior Architect of Laravel 12/13+ ecosystems, specialized in Modular Monoliths, Hexagonal Architecture, and High-Concurrency patterns."
artifact-janitor
by YuniorGlez
"Senior Build Cleanup & System Optimization Specialist. Expert in reclaiming disk space and resolving build corruption in 2026 ecosystems."
next16-expert
by YuniorGlez
"Senior specialist in Next.js 16.1.1, React 19.2, and Gemini Elite Standards. Focus on Proxy & Cache paradigm and PPR."
inline-documentation
by troykelly
Use when writing code - ensure complete JSDoc, docstrings, and inline comments assuming documentation will be generated from code
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
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.
inline-documentation
by troykelly
Use when writing code - ensure complete JSDoc, docstrings, and inline comments assuming documentation will be generated from code
bullmq-specialist
by hainamchung
"BullMQ expert for Redis-backed job queues, background processing, and reliable async execution in Node.js/TypeScript applications. Use when: bullmq, bull queue, redis queue, background job, job queue."
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.
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
conductor-setup
by Shpigford
Configure a Rails project to work with Conductor (parallel coding agents)
next-cache-components
by fellipeutaka
Next.js 16 Cache Components - PPR, use cache directive, cacheLife, cacheTag, updateTag
aspire-cli
by arisng
Guidance for using the .NET Aspire CLI to create, initialize, run, update, publish, deploy, and manage Aspire AppHost projects. Use when selecting or explaining Aspire CLI commands, flags, or workflows (new/init/run/add/update/publish/deploy/do/exec/config/cache/mcp), or when upgrading to Aspire 13.1 CLI behaviors. MCP commands (aspire mcp init) are included when explicitly requested.
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.
email-assistant
by yangliu2060
AI智能邮件助手，分析邮件内容生成摘要，判断是否需要回复，并基于上下文生成专业回复草稿。
operate-manage-jit-and-autotune-caches
by SyFI-ServingStudio
Use before restarting a serving engine or submitting an L1 profiling run, or when startup or profiling spends minutes compiling and tuning work an earlier process already did. Covers which caches persist, where they live, how to reuse them across restarts and worker processes, and when to invalidate. Not for the simulator's own kernel cost cache (that is impl-validate-kernel-cache).
imagekit-upload
by kevinslin
Upload images to ImageKit from file paths or clipboard, returning the CDN URL for easy sharing and embedding