Caching
Caching strategies and implementation
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。
uv-expert
by StrayDragon
Expert guidance for uv Python package and project manager. Use when working with uv, Python dependency management, project setup, virtual environments, or when users mention uv commands, pip alternatives, or fast Python package management.
File Validation
by violetio
Strict detection and removal of unrelated files before PR creation
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.
backend-csharp
by twofoldtech-dakota
C# backend patterns for Optimizely CMS projects
docker-optimization
by pluginagentmarketplace
Optimize Docker images and containers for size, build speed, and runtime performance
cloud-architect
by gaebalai
Copilot agent for cloud architecture design, AWS/Azure/GCP configuration, IaC code generation (Terraform/Bicep), and cost optimization Trigger terms: cloud architecture, AWS, Azure, GCP, cloud infrastructure, IaC, Terraform, CloudFormation, cloud design, serverless, cloud migration Use when: User requests involve cloud architect tasks.
epic-caching
by rubenpenap
Guide on caching with cachified, SQLite cache, and LRU cache for Epic Stack
kv-optimization-advisor
by hirefrank
Automatically optimizes Cloudflare KV storage patterns, suggesting parallel operations, caching strategies, and storage choice guidance
edge-performance-optimizer
by hirefrank
Automatically optimizes Cloudflare Workers performance during development, focusing on cold starts, bundle size, edge caching, and global latency
react-best-practices
by lgariv-dn
React performance optimization guidelines from Vercel Engineering. This skill should be used proactively when writing, reviewing, or refactoring React code to ensure optimal performance patterns. Triggers on tasks involving React components, bundle optimization, or performance improvements.
billing-guard
by 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。
swift-actor-persistence
by shimo4228
"Use when building a thread-safe data persistence layer in Swift using actors with in-memory cache and file storage."
database-optimizer
by baotoq
Expert database optimizer specializing in modern performance
architecture-decisions
by pluginagentmarketplace
Make and document architecture decisions using structured frameworks
turborepo
by 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
by velcrafting
Wire UI to a data source with typed inputs/outputs, loading/error/empty states, and caching rules.
content-hash-cache-pattern
by shimo4228
"Use when caching expensive file processing results. SHA-256 content-hash keying with frozen CacheEntry and service layer wrapper."
database-operations
by jgarrison929
Use when designing database schemas, writing migrations, optimizing SQL queries, fixing N+1 problems, creating indexes, setting up PostgreSQL, configuring EF Core, implementing caching, partitioning tables, or any database performance question.
llm-caching
by 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
by pluginagentmarketplace
Game data persistence with player profiles, leaderboards, inventory systems using Redis and PostgreSQL
carbon-design-system
by fefogarcia
Build UIs using IBM's Carbon Design System. Use when the user requests Carbon-styled interfaces, IBM-style dashboards, enterprise UIs following Carbon conventions, or explicitly mentions Carbon, IBM design, or @carbon/react. Covers component usage, design tokens (color, typography, spacing, motion), theming (White, Gray 10, Gray 90, Gray 100), grid layout, and accessibility. Supports both artifact/HTML output (CDN-based) and full React project output (@carbon/react). Triggers include "Carbon", "IBM design system", "enterprise dashboard", "@carbon/react", "carbon components", or requests for IBM-style professional interfaces.
redis
by pluginagentmarketplace
Redis data structures and commands including strings, lists, hashes, sets, sorted sets, streams, and transactions for high-performance caching and real-time applications.
cloud-architect
by jgarrison929
Use when designing cloud infrastructure on AWS, Azure, or GCP. Invoke for architecture decisions, cost optimization, networking, high availability, serverless patterns, or multi-cloud strategies.