缓存
缓存策略与实现
search-conference
phira-ai
Use when tasks involve semantically matching a user's idea (query or example papers) to papers in a specific OpenReview venue. Uses embed-papers to crawl metadata, build/use embedding caches, run cosine-similarity search, then produces a short, grouped Markdown reading list with brief rationales.
amr-migration-skill
AzureManagedRedis
Helps users migrate from Azure Cache for Redis (ACR) to Azure Managed Redis (AMR). Use when users ask about: Redis migration, AMR vs ACR features, SKU selection, migration best practices, feature compatibility, or Azure Redis cache upgrades.
flutter-skill
thruthesky
"본 스킬은 Flutter 프레임워크로 앱을 개발하는 데 반드시 따라야 하는 UI/UX 디자인, 상태관리, 네트워킹, API 연동에 관한 가이드라인 제공합니다. 본 스킬은 선택적인 정보를 제공하는 것이 아니라 Flutter 앱 개발에 필수적인 지침을 제공하며 반드시 준수해야 할 사항들을 제공합니다. 개발자가 디자인, UI, UX, 디자인 효과, 상태관리, 라우팅, 네트워킹, API 연동에 관한 요청, 코믹디자인, Comic 관련 요청, 채팅, FCM, 푸시 알림, 메시지, 알림에 관한 요청이 있을 때 반드시 본 스킬을 사용해서 본 스킬이 제공하는 대로 작업을 수행해야 합니다. 각 스킬 문서에의 상단에는 반드시 따라야 할 Workflow 가 있습니다. 반드시 그 Workflow 를 따라야 합니다. 추가 트리거 키워드 - 딥링크, deep link, 캐싱, cache, 아이콘, FontAwesome, Isolate, 동시성, concurrency, 카카오톡, KakaoTalk, Crashlytics, 크래시 리포팅, 공유, share, share_plus, 공유 버튼 (project)"
python-backend
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.
n-plus-one-prevention
yanko-belov
Use when fetching related data in loops. Use when seeing multiple queries for one request. Use when database is slow on list endpoints.
caching
yanko-belov
Use when same data is fetched repeatedly. Use when database queries are slow. Use when implementing caching without invalidation strategy.
race-conditions
yanko-belov
Use when multiple operations access shared state. Use when order of operations matters. Use when "it works most of the time" but occasionally fails mysteriously.
Comunicador DevOps
scaleto
Enlace A2A del Grupo DevOps.
Comunicador Frontend
scaleto
Enlace A2A del Grupo Frontend. Gestiona la comunicación con otros grupos del Conglomerado.
study-assistant
planetis-m
Study assistant workflow for lecture-slide exam prep using the pdfocr CLI. Use when a task involves reading PDF slides, transcribing slide text, cleaning OCR output, and generating exam-focused deliverables such as study notes, lecture-style explanations, ELI5 explanations, flashcards, Mermaid mind maps, quizzes, essay questions, or one-step PDF-to-notes output.
production-rag-checklist
latestaiagents
Deploy RAG systems to production with proper architecture, monitoring, and operations. Use this skill when deploying RAG to production, scaling retrieval systems, implementing RAG monitoring, or building enterprise RAG infrastructure. Activate when: production RAG, RAG deployment, enterprise RAG, RAG architecture, RAG monitoring, RAG scaling, RAG infrastructure, RAG ops.
memory-management
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."
inline-documentation
troykelly
Use when writing code - ensure complete JSDoc, docstrings, and inline comments assuming documentation will be generated from code
local-service-testing
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
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.
local-service-testing
troykelly
Use when code changes touch database, cache, queue, or other service-dependent components - enforces testing against real local services instead of mocks
runbook-creator
nik-kale
Templates and patterns for creating operational runbooks and playbooks. Use when creating runbooks, writing operational documentation, playbook creation, or documenting procedures for on-call teams.
inline-documentation
troykelly
Use when writing code - ensure complete JSDoc, docstrings, and inline comments assuming documentation will be generated from code
api-integration
Kaakati
"Expert API integration decisions for iOS/tvOS: REST vs GraphQL trade-offs, API versioning strategies, caching layer design, and offline-first architecture choices. Use when designing network architecture, implementing offline support, or choosing between API patterns. Trigger keywords: REST, GraphQL, API versioning, caching, offline-first, URLSession, background fetch, ETag, pagination, rate limiting"
Repository Patterns
Kaakati
"Repository interface and implementation patterns with offline-first strategies"
edge-computing-patterns
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.
performance-optimization
Kaakati
"Expert performance decisions for iOS/tvOS: when to optimize vs premature optimization, profiling tool selection, SwiftUI view identity trade-offs, and memory management strategies. Use when debugging performance issues, optimizing slow screens, or reducing memory usage. Trigger keywords: performance, Instruments, Time Profiler, Allocations, memory leak, view identity, lazy loading, @StateObject, retain cycle, image caching, faulting, batch operations"
Knack Cache Optimizer
willsigmon
Caches API results and enforces Knack's 10-requests-per-second rate limit. Critical for dashboard performance and cost reduction.
vercel-react-best-practices
audibleblink
React and Next.js performance optimization guidelines from Vercel Engineering. Use when writing, reviewing, or refactoring React/Next.js components, data fetching, or bundle optimization.