DevOps

Deploy and manage cloud infrastructure on Cloudflare (Workers, R2, D1, KV, Pages, Durable Objects, Browser Rendering), Docker containers, and Google Cloud Platform (Compute Engine, GKE, Cloud Run, App Engine, Cloud Storage). Use when deploying serverless functions to the edge, configuring edge computing solutions, managing Docker containers and images, setting up CI/CD pipelines, optimizing cloud infrastructure costs, implementing global caching strategies, working with cloud databases, or building cloud-native applications.

Model quantization for efficient inference and training. Covers precision types (FP32, FP16, BF16, INT8, INT4), BitsAndBytes configuration, memory estimation, and performance tradeoffs.

Writes Korean UI text for SideDish. Use when adding buttons, labels, error messages, placeholders, or any user-facing Korean text. Includes culinary metaphors (메이커=셰프, 프로젝트=메뉴) and tone guidelines.

Guide for using uv - an extremely fast Python package and project manager written in Rust. Use when installing Python, managing virtual environments, adding dependencies, running scripts, building packages, or working with pyproject.toml. Replaces pip, pip-tools, pipx, poetry, pyenv, twine, and virtualenv.

When users share links (such as visualstudio.com or dev.azure.com) and/or mention Azure DevOps, use the Azure DevOps CLI to interact with work items, pull requests (PRs), repositories, and more.

Build robust backend systems with modern technologies (Node.js, Python, Go, Rust), frameworks (NestJS, FastAPI, Django), databases (PostgreSQL, MongoDB, Redis), APIs (REST, GraphQL, gRPC), authentication (OAuth 2.1, JWT), testing strategies, security best practices (OWASP Top 10), performance optimization, scalability patterns (microservices, caching, sharding), DevOps practices (Docker, Kubernetes, CI/CD), and monitoring. Use when designing APIs, implementing authentication, optimizing database queries, setting up CI/CD pipelines, handling security vulnerabilities, building microservices, or developing production-ready backend systems.

Docker Compose 기반 서비스 배포 실행. Use when (1) 배포 요청, (2) 서비스 업데이트, (3) /SAX:deploy 커맨드.

Extracts and assesses research methodology, claims, and evidence from research papers in HASS disciplines. Evaluates transparency, replicability, and credibility through systematic extraction of research designs, methods, protocols, claims, and evidence using a six-pass iterative workflow.

Docker containerization best practices. Use when creating Dockerfiles.

Dockerizes backend projects with auto-detection, latest base images via web search, Dockerfile generation, and Makefile with port override support.

This skill should be used when tasks benefit from a quick second AI perspective, current web information via Google Search, codebase architecture analysis, or parallel code generation. Also use when user explicitly requests Gemini operations with phrases like 'use Gemini', 'ask Gemini', 'second opinion', or 'Google search'.

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.

This skill should be used when setting up a production-ready dashboard shell with resizable sidebar, two-level navigation (Sections → Pages), mobile drawer, user menu with organization switcher, and localStorage persistence in a Next.js application. Use this skill when implementing a responsive dashboard layout with react-resizable-panels, shadcn/ui components, and server-first data fetching patterns.

Handle FL/IL time conversions, Shabbat awareness, prayer time consciousness, and timezone-appropriate scheduling

Mocks APIs with Mock Service Worker including request handlers, server/browser setup, and testing integration. Use when mocking APIs in tests, developing without backend, or simulating network conditions.

Use when setting up shell environment for Claude Code - installs zsh, Oh My Zsh, Powerlevel10k theme, MesloLGS NF fonts, Claude CLI completions, and productivity aliases

Modern C++ (C++23/C++20) development specialist covering RAII, smart pointers, concepts, ranges, modules, and CMake. Use when developing high-performance applications, games, system software, or embedded systems.

Sentry CLI tool for error tracking and monitoring workflows. Use when working with Sentry for (1) Creating and managing releases, (2) Uploading debug symbols (dSYMs) for iOS/mobile crash reporting, (3) Uploading source maps for JavaScript/web applications, (4) Associating commits with releases for issue tracking, (5) Managing deploys across environments, (6) Validating debug information files, or any other Sentry-related development and deployment tasks. Assumes sentry-cli is installed via brew and user is authenticated.

Industry-specific workflow patterns and templates for finance, healthcare, logistics, manufacturing, retail, and common use cases like AI document processing, API integration, business rules, ETL, RAG, security, and project management. Use when asking about 'workflow examples', 'workflow templates', 'industry workflows', 'finance workflows', 'healthcare workflows', 'logistics workflows', 'manufacturing workflows', 'retail workflows', 'ETL workflows', 'RAG workflows', 'API workflows', 'document processing', 'business rules', or 'workflow patterns'.

Create original visual art in PNG and PDF formats using design philosophy principles. Express aesthetic movements visually with minimal text. Use for creating museum-quality visual artifacts, design manifestos, and artistic compositions.