數據與 AI

Complete guide to MoAI-ADK agents, delegation patterns, and agent orchestration for intelligent task distribution

Enterprise Machine Learning specialist with TensorFlow 2.20.0, PyTorch 2.9.0, Scikit-learn 1.7.2 expertise. Master AutoML, neural architecture search, MLOps automation, and production ML deployment. Build scalable ML pipelines with comprehensive monitoring and experiment tracking.

Programming language detection and setup patterns

Database specialist covering PostgreSQL, MongoDB, Redis, and advanced data patterns for modern applications

Enterprise Vercel Edge Platform with AI-powered deployment, Context7 integration

Rust 1.92+ development specialist covering Axum, Tokio, SQLx, and memory-safe systems programming. Use when building high-performance, memory-safe applications or WebAssembly.

Enterprise Supabase PostgreSQL Platform with AI-powered open-source BaaS architecture, Context7 integration, and intelligent PostgreSQL orchestration for scalable modern applications

Enterprise-grade technical document translation system for Korean↔English↔Japanese with OpenAI GPT-4 integration, code block preservation, glossary management, and bilingual review workflows. Optimized for technical books and documentation under 50 pages with comprehensive quality validation including code preservation, terminology consistency, bilingual review, and automated testing.

README.md generation specialist with dynamic project analysis capabilities. Master professional README creation, specialized templates, and automated documentation generation. Create comprehensive, engaging README files that showcase projects effectively and follow best practices.

C# 12 / .NET 8 development specialist covering ASP.NET Core, Entity Framework, Blazor, and modern C# patterns. Use when developing .NET APIs, web applications, or enterprise solutions.

Enterprise Application Monitoring with AI-powered observability architecture, Context7 integration, and intelligent performance orchestration for scalable modern applications

Enterprise session state management, token budget optimization, runtime tracking, session handoff protocols, context continuity for Claude Sonnet 4.5 and Haiku 4.5 with context awareness features

Context window management and token budget optimization

Enterprise Notion integration with MCP server architecture, database operations, and content management

Claude Code permission configuration and policy management strategies for enterprise security. Covers permission modes, tool access control, whitelist/blacklist patterns, and enterprise deployment best practices.

Enterprise comprehensive code review automation with AI-powered quality analysis, TRUST 5 enforcement, multi-language support, Context7 integration, security scanning, performance analysis, test coverage validation, and automated review feedback generation

GitHub 이슈 라벨별 구조화된 템플릿. 버그, 기능 요청, 개선 사항, 리팩토링, 문서, 질문 등각 이슈 타입에 맞는 한국어 템플릿 제공. /alfred:9-feedback에서 사용.

Claude Code Commands system, workflow orchestration, and command-line interface patterns. Use when creating custom commands, managing workflows, or implementing CLI interfaces.

Enterprise configuration management with Zod/Pydantic validation

Enterprise Railway Full-Stack Platform with AI-powered container orchestration, Context7 integration, and intelligent deployment automation for scalable modern applications