Caching
Caching strategies and implementation
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.
nextjs-app-router-data-fetching
by Agentient
Data fetching patterns for Next.js 14+ App Router including async Server Components and Server Actions. PROACTIVELY activate for: (1) fetching data in Server Components, (2) implementing Server Actions for mutations, (3) configuring caching and revalidation. Triggers: "fetch data", "server action", "revalidate"
flutter-skill
by 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)"
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
context-optimization
by eyadsibai
Use when optimizing agent context, reducing token costs, implementing KV-cache optimization, or asking about "context optimization", "token reduction", "context limits", "observation masking", "context budgeting", "context partitioning"
spring-boot-full-stack
by mduongvandinh
Complete Java Spring Boot skill set for building enterprise applications. Includes modular architecture with optional components: - PostgreSQL database with JPA/Hibernate + Flyway migration - Redis caching (optional) - Kafka/RabbitMQ messaging (optional, choose one) - JWT + OAuth2 authentication (optional OAuth2) - RBAC authorization (optional) - TDD with Mockito - Spec-First Development with OpenSpec
n-plus-one-prevention
by 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
by yanko-belov
Use when same data is fetched repeatedly. Use when database queries are slow. Use when implementing caching without invalidation strategy.
race-conditions
by 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.
Cache Invalidation
by AmnadTaowsoam
'> "There are only two hard things in Computer Science: cache invalidation
codereview-performance
by xinbenlv
Performance and scalability analysis specialist. Identifies algorithmic inefficiencies, N+1 queries, memory leaks, and concurrency issues. Use when reviewing loops, database queries, file I/O, or high-concurrency code.
study-assistant
by 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.
managing-project-customizations
by klamping
Use when initializing or refreshing project-specific WebdriverIO context so other skills can reuse cached configuration, conventions, and environment details with lower token and execution cost.
nextjs-16-architecture
by horuz-ai
Comprehensive Next.js v16 development with Cache Components, feature-based architecture, and best practices. Use for ANY Next.js 16 task to know - (1) Project structure with features folder pattern, (2) Where to fetch data with use cache, (3) Server vs Client component decisions, (4) One file per query/type/schema/hook pattern, (5) Cache invalidation with updateTag/revalidateTag, (6) Proper component organization within features. Apply to all Next.js 16 development tasks.
Comunicador DevOps
by scaleto
Enlace A2A del Grupo DevOps.
Comunicador Frontend
by scaleto
Enlace A2A del Grupo Frontend. Gestiona la comunicación con otros grupos del Conglomerado.
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."
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
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.
context-optimization
by ken-cavanagh-glean
Apply optimization techniques to extend effective context capacity. Use when context limits constrain agent performance, when optimizing for cost or latency, or when implementing long-running agent systems.
laravel-infrastructure
by anilcancakir
"Laravel Horizon queues, Octane performance, Reverb WebSockets, Redis caching, PostgreSQL database. ALWAYS activate when: working with queue jobs, cache, sessions, broadcasting, database performance, supervisor, worker. Triggers on: job failed, queue stuck, cache not clearing, Redis connection, broadcast event, WebSocket, real-time, Horizon dashboard, Octane memory leak, slow query, N+1, database timeout, connection refused, kuyruk çalışmıyor, cache temizlenmiyor, job başarısız, worker durdu, broadcast çalışmıyor, real-time gelmiyor."
python-backend
by 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.