Caching
Caching strategies and implementation
backend-architect
by shaul1991
Backend Architect Agent. ìì¤í ì¤ê³, ìí¤í ì² ê²°ì , 기ì ì íì ë´ë¹í©ëë¤. ì¤ê³, ìí¤í ì², 구조, í¨í´, 기ì ì í ê´ë ¨ ìì² ì ì¬ì©ë©ëë¤.
turborepo
by ehyland
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.
ckvd-fcp-monitor
by terrylica
Monitor and diagnose FCP (Failover Control Protocol) behavior, cache health, and data source performance. TRIGGERS - FCP issues, cache problems, slow data, Vision API errors, REST fallback, data source debugging.
cloud-native-engineer
by Codewithsaffy
The definitive skill for building and deploying high-performance, distributed systems using Cloud Native standards (Dapr, Redis, Microservices). Use when a project requires professional-grade architecture, cross-service communication, elastic scaling, and sub-second agentic latency. Mandatory for flawless deployments on Kubernetes (Local or Cloud).
security-audit
by Nomik94
프로젝트 보안 패턴, JWT 인증, RBAC, 예외 처리 레퍼런스. Use when: 로그인 구현, 인증 구현, JWT 토큰 발급, 액세스 토큰, 리프레시 토큰, Refresh Token Rotation, 토큰 블랙리스트, Redis 토큰 저장소, 권한 관리, RBAC 설정, 역할 기반 접근제어, require_roles, Role vs UserRole, 예외 처리 설계, UnauthorizedException, ForbiddenException, mappings.py, 패스워드 해싱, 비밀번호 암호화, bcrypt, HashedPassword, 보안 점검, 보안 체크리스트, 취약점 확인, OWASP, 코드 감사, CORS 설정, rate limiting, 에러 응답에 민감정보 노출. NOT for: 일반적인 HTTP 상태코드 의미, OAuth2 프로바이더 연동.
media-storage
by dev-goraebap
"파일 업로드·저장소·첨부 관리 패턴. Actions: 파일 업로드, 이미지 업로드, 파일 처리, 저장소 연동, 썸네일 첨부, 색상 추출, file upload, image upload, storage, attachment, thumbnail. Patterns: Active Storage, blobs 테이블, attachments 테이블, 다형적 첨부, 중복 파일 감지. Storage: Cloudflare R2, AWS S3, @aws-sdk/client-s3, UUID key, 2-level 디렉토리, CDN URL, presigned URL. DB: Drizzle ORM, blob, checksum, MD5, metadata JSON, MIME, byte_size. Color: 지배적 색상 추출, dominant color, Gemini API, hex, blobs.metadata. Query: 썸네일 조회, 서브쿼리, leftJoin, view-model, CDN URL 변환. Stack: SvelteKit, +server.ts, TypeScript."
mech-interp
by Pranav-Karra-3301
Mechanistic interpretability skill for understanding neural network internals. Use when: (1) Working with TransformerLens, nnsight, or SAELens (2) Analyzing attention patterns, circuits, or features (3) Training or analyzing sparse autoencoders (SAEs) (4) Activation patching, logit lens, or direct logit attribution (5) Understanding model internals ("what is this head doing?") (6) Setting up a mech interp research project Triggers: "mech interp", "mechanistic interpretability", "TransformerLens", "SAE", "sparse autoencoder", "activation patching", "logit lens", "circuits", "features", "attention heads", "residual stream", "nnsight", "nnterp", "superposition", "polysemantic", "monosemantic", "ablation", "probing", "induction head"
env-file-generator
by ehtbanton
Generate properly structured .env environment files with common variables, documentation comments, and secure placeholder patterns. Triggers on "create .env file", "generate environment variables", "env file for", "dotenv template".
oh-my-opencode-update
by canyangliunian
Use when upgrading, reinstalling, or troubleshooting the oh-my-opencode plugin, especially when old caches, lockfiles, or permissions prevent the new version from taking effect.
redis
by acejou27
Redis in-memory data structure store - use for caching, session management, pub/sub, real-time analytics, and key-value storage
react-nextjs
by Alicoder001
Next.js 14+ App Router best practices including Server Components, data fetching, caching, and Vercel optimization patterns. Use for Next.js development with waterfall prevention, bundle optimization, and server actions.
nchan-expert
by tailuge
Expert guidance for Nchan, a scalable pub/sub server for Nginx. Use this skill when you need to configure Nchan endpoints (publisher/subscriber), set up horizontal scaling with Redis, implement security patterns (authorization, X-Accel-Redirect), or troubleshoot Nchan performance and metrics.
javascript
by Alicoder001
JavaScript micro-optimizations and performance patterns. Use when optimizing loops, array operations, caching, or DOM manipulation. Includes Set/Map usage, early returns, and memory-efficient patterns.
docker
by Nomik94
FastAPI + Poetry Docker 설정 레퍼런스. Use when: Dockerfile 작성, Dockerfile 수정, docker-compose 설정, compose 세팅, 이미지 빌드, 멀티스테이지 빌드, 이미지 최적화, 이미지 크기 줄이기, 로컬 개발환경 구성, 개발환경 Docker로, DB/Redis 컨테이너, 배포 준비, 컨테이너화, healthcheck 설정, non-root 유저, .dockerignore, 레이어 캐싱, Poetry Docker 설치. NOT for: Kubernetes, 클라우드 배포 (그건 일반 지식).
seravo-dev
by aivokone
"Use this skill FIRST for any Seravo-hosted WordPress task. Trigger when the user mentions Seravo, production/shadow, deploy, Git-based deploys, SSH, DDEV, DB sync/import/export, or Seravo custom wp- commands (wp-backup, wp-purge-cache, wp-list-env). Start by identifying the environment (production vs shadow vs local) and enforce safety: agents must not run destructive or state-changing commands on production. When production write is needed, provide exact copy-paste commands for the user. Use Seravo-specific CLI and workflows instead of generic WP guidance to avoid wrong commands and risky prod changes."
ics-calendar-reader
by gitstua
Read, parse, and summarize iCalendar (.ics) files from Google Calendar, Apple Calendar, and similar providers. Use when extracting upcoming events, filtering by date range, converting ICS events to JSON/text, or debugging calendar fields like DTSTART/DTEND/TZID/RRULE.
codebase-librarian
by baggiponte
Create a comprehensive inventory of a codebase. Map structure, entry points, services, infrastructure, domain models, and data flows. Pure documentation—no opinions or recommendations. Use when onboarding to an unfamiliar codebase, documenting existing architecture before changes, preparing for architecture reviews or migration planning, or creating a reference for the team. Triggers on requests like "map this codebase", "document the architecture", "create an inventory", or "what does this codebase contain".
using-cache-lifecycle-apis
by djankies
Teach cache lifecycle APIs in Next.js 16 - cacheLife(), cacheTag(), updateTag(), refresh(), revalidateTag(). Use when managing cache invalidation, setting cache policies, or implementing cache tags.
unpoly-rails
by thomasklemm
Ruby on Rails integration for Unpoly. Use when working with the unpoly-rails gem or building Unpoly-powered Rails apps. Covers server-side helpers (up?, up.target, up.layer.accept, up.layer.dismiss, up.layer.open, up.validate?, up.cache.expire, up.context, up.emit, up.safe_callback, fresh_when, render_nothing), Rails view helpers (link_to, form_with, button_to with Unpoly attributes), flash messages with [up-hungry], Turbo coexistence (disabling Turbo Drive in Rails 7+), CSP setup with csp_meta_tag, and global follow-all config.