taewook486
79 verified skills
microsoft-agent-framework-python
Create, update, refactor, explain or work with code using the Python version of Microsoft Agent Framework. Use when working with AI agents, workflows, or migrating from Semantic Kernel or AutoGen.
development
next
Suggest the next task to work on based on current Phase and worklog state. Use when you want to know what to do next in the project.
tools
status
Show current project status — worklog state, Phase progress, and layer implementation coverage. Use when you need a snapshot of where the project stands.
data-ai
testing
Testing patterns for behavior-driven tests. Use when writing tests or test factories.
testing
auto-fix
Auto-fix lint and formatting issues in Python code using ruff. Use when you want to apply automatic code fixes. Does not fix type errors or security issues.
development
moai-design-tools
Design tool integration specialist covering Figma MCP, Pencil renderer, and Pencil-to-code export. Use when fetching design context from Figma, rendering Pencil DNA codes to .pen frames, exporting .pen designs to React/Tailwind code, or choosing design-to-code workflows. Supports design fetching (Figma), visual rendering (Pencil MCP), and code generation (React/Tailwind).
tools
.claude/skills/moai-docs-generation
--- name:, moai-docs-generation description: > Documentation, generation, patterns, for, technical, specs, API, docs, user, guides, and, knowledge, bases, using, real, tools, like, Sphinx, MkDocs, TypeDoc, and, Nextra. Use, when, creating, docs, from, code, building, doc, sites, or, automating documentation, workflows. license:, Apache-2.0 compatibility:, Designed, for, Claude, Code allowed-tools:, Read, Write, Edit, Grep, Glob, Bash(npm:*), Bash(npx:*), Bash(git:*), Bash(sphinx-build:*)
tools
moai-domain-backend
Backend development specialist covering API design, database integration, microservices architecture, and modern backend patterns. Use when user asks about API design, REST or GraphQL endpoints, server implementation, authentication, authorization, middleware, or backend service architecture. Do NOT use for database-specific schema design or query optimization (use moai-domain-database instead) or frontend implementation (use moai-domain-frontend instead).
development
moai-foundation-core
Provides MoAI-ADK foundational principles including TRUST 5 quality framework, SPEC-First DDD methodology, delegation patterns, progressive disclosure, and agent catalog reference. Use when referencing TRUST 5 gates, SPEC workflow, EARS format, DDD methodology, agent delegation patterns, or MoAI orchestration rules. Do NOT use for context and token management (use moai-foundation-context instead) or strategic analysis (use moai-foundation-philosopher instead).
development
moai-foundation-quality
Code quality orchestrator enforcing TRUST 5 validation, proactive code analysis, linting standards, and automated best practices. Use when performing code review, quality gate checks, lint configuration, TRUST 5 compliance validation, or establishing coding standards. Do NOT use for writing tests (use moai-workflow-testing instead) or debugging runtime errors (use expert-debug agent instead).
development
moai-framework-electron
Electron 33+ desktop app development specialist covering Main/Renderer process architecture, IPC communication, auto-update, packaging with Electron Forge and electron-builder, and security best practices. Use when building cross-platform desktop applications, implementing native OS integrations, or packaging Electron apps for distribution. [KO: Electron 데스크톱 앱, 크로스플랫폼 개발, IPC 통신] [JA: Electronデスクトップアプリ、 クロスプラットフォーム開発] [ZH: Electron桌面应用、跨平台开发]
development
moai-lang-go
Go 1.23+ development specialist covering Fiber, Gin, GORM, and concurrent programming patterns. Use when building high-performance microservices, CLI tools, or cloud-native applications.
tools
moai-lang-rust
Rust 1.92+ development specialist covering Axum, Tokio, SQLx, and memory-safe systems programming. Use when building high-performance, memory-safe applications or WebAssembly.
development
moai-library-shadcn
Provides shadcn/ui component library expertise for React applications with Tailwind CSS. Use when implementing UI components, design systems, or component composition with shadcn/ui, Radix primitives, or Tailwind-based component libraries. Do NOT use for non-React frameworks or custom CSS-only styling (use moai-domain-frontend instead).
development
moai-platform-database-cloud
Cloud database platform specialist covering Neon (serverless PostgreSQL), Supabase (PostgreSQL 16 with real-time), and Firebase Firestore (NoSQL with offline sync). Use when choosing cloud databases, setting up serverless PostgreSQL, implementing real-time subscriptions, configuring offline-first apps, or evaluating database platforms. Supports branching (Neon), real-time (Supabase), and mobile-first (Firestore).
testing
moai-workflow-ddd
Domain-Driven Development workflow specialist using ANALYZE-PRESERVE-IMPROVE cycle for behavior-preserving code transformation. Use when refactoring legacy code, improving code structure without functional changes, reducing technical debt, or performing API migration with behavior preservation. Do NOT use for writing new tests (use moai-workflow-testing instead) or creating new features from scratch (use expert-backend or expert-frontend instead).
development
moai-workflow-spec
SPEC workflow orchestration with EARS format requirements, acceptance criteria, and Plan-Run-Sync integration for MoAI-ADK development methodology. Use when creating SPEC documents, writing EARS requirements, defining acceptance criteria, planning features, or orchestrating the /moai plan phase. Do NOT use for implementation (use moai-workflow-ddd instead) or documentation generation (use moai-workflow-project instead).
development
moai-workflow-testing
Comprehensive testing and development workflow specialist combining DDD testing, characterization tests, performance profiling, code review, and quality assurance. Use when writing tests, measuring coverage, creating characterization tests, performing TDD, running CI/CD quality checks, or reviewing pull requests. Do NOT use for debugging runtime errors (use expert-debug agent instead) or code refactoring (use moai-workflow-ddd instead).
development
planning
Planning work in small, known-good increments. Use when starting significant work or breaking down complex tasks.
development
refactoring
Refactoring assessment and patterns. Use after tests pass (GREEN phase) to assess improvement opportunities.
development
tdd
Test-Driven Development workflow. Use for ALL code changes - features, bug fixes, refactoring. TDD is non-negotiable.
development
moai-lang-csharp
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.
development
api-architect
API architect for designing and generating external service integration code. Use when building REST API clients, service integrations, or applying resilience patterns (circuit breaker, bulkhead, throttling, backoff). Generates fully implemented code across service/manager/resilience layers.
tools
codex
Delegate to OpenAI Codex CLI when: (1) user explicitly requests it (codex에게 맡겨줘, codex로 해줘, 외주화해줘, codex 실행해줘, codex 리뷰 돌려줘), OR (2) the task requires autonomous repo-scale execution — writing multiple test files, file-level refactoring across many files, bulk edits (type hints, formatting, comments across a directory), or code review with a clear done condition. Do NOT delegate: design/architecture decisions, small edits (under ~20 lines), explanation-only requests, or tasks where Claude needs to reason about context first.
tools
microsoft-docs
Query official Microsoft documentation to find concepts, tutorials, and code examples across Azure, .NET, Agent Framework, Aspire, VS Code, GitHub, and more. Uses Microsoft Learn MCP as the default, with Context7 for content that lives outside learn.microsoft.com.
tools
moai-domain-frontend
Frontend development specialist covering React 19, Next.js 16, Vue 3.5, and modern UI/UX patterns with component architecture. Use when building web UIs, implementing components, optimizing frontend performance, or integrating state management.
development
moai-domain-uiux
UI/UX design systems specialist covering accessibility, icons, theming, design tokens, and user experience patterns. Use when user asks about design systems, WCAG accessibility compliance, ARIA patterns, icon libraries, dark mode theming, design tokens, or user experience research. Do NOT use for React component coding or frontend implementation (use moai-domain-frontend instead) or shadcn/ui specifics (use moai-library-shadcn instead).
development
moai-foundation-context
Manages context window optimization, session state persistence, and token budget allocation for multi-agent workflows. Use when dealing with token budget management, context window limits, session handoff, state persistence across agents, or /clear strategies. Do NOT use for agent orchestration patterns (use moai-foundation-core instead).
data-ai
moai-foundation-thinking
Structured thinking toolkit combining Critical Evaluation, Diverge-Converge Brainstorming, and Deep Questioning frameworks for creative problem-solving and rigorous analysis. Use when generating ideas, evaluating proposals, questioning assumptions, or exploring solution spaces systematically. Do NOT use for architecture decisions (use moai-foundation-philosopher instead) or code quality validation (use moai-foundation-quality instead).
tools
moai-lang-elixir
Elixir 1.17+ development specialist covering Phoenix 1.7, LiveView, Ecto, and OTP patterns. Use when developing real-time applications, distributed systems, or Phoenix projects.
development
moai-lang-flutter
Flutter 3.24+ / Dart 3.5+ development specialist covering Riverpod, go_router, and cross-platform patterns. Use when building cross-platform mobile apps, desktop apps, or web applications with Flutter.
development
moai-lang-java
Java 21 LTS development specialist covering Spring Boot 3.3, virtual threads, pattern matching, and enterprise patterns. Use when building enterprise applications, microservices, or Spring projects.
development
moai-lang-kotlin
Kotlin 2.0+ development specialist covering Ktor, coroutines, Compose Multiplatform, and Kotlin-idiomatic patterns. Use when building Kotlin server apps, Android apps, or multiplatform projects.
development
moai-lang-python
Python 3.13+ development specialist covering FastAPI, Django, async patterns, data science, testing with pytest, and modern Python features. Use when developing Python APIs, web applications, data pipelines, or writing tests.
development
moai-lang-ruby
Ruby 3.3+ development specialist covering Rails 7.2, ActiveRecord, Hotwire/Turbo, and modern Ruby patterns. Use when developing Ruby APIs, web applications, or Rails projects.
development
moai-lang-typescript
TypeScript 5.9+ development specialist covering React 19, Next.js 16 App Router, type-safe APIs with tRPC, Zod validation, and modern TypeScript patterns. Use when developing TypeScript applications, React components, Next.js pages, or type-safe APIs.
development
moai-platform-auth
Authentication and authorization specialist covering Auth0, Clerk, and Firebase Auth. Use when implementing authentication, authorization, MFA, SSO, passkeys, WebAuthn, social login, or security features. Supports enterprise (Auth0), modern UX (Clerk), and mobile-first (Firebase) patterns.
development
moai-platform-deployment
Deployment and hosting platform specialist covering Vercel, Railway, and Convex. Use when deploying applications, configuring edge functions, setting up continuous deployment, managing serverless infrastructure, containerized deployments, real-time backends, or choosing deployment platforms. Covers edge computing (Vercel), container orchestration (Railway), and reactive backends (Convex).
development
moai-tool-ast-grep
AST-based structural code search, security scanning, and refactoring using ast-grep (sg CLI) with pattern matching and code transformation across 40+ languages. Use when performing structural code search, AST-based refactoring, codemod operations, security pattern scanning, or syntax-aware code transformations across files. Do NOT use for simple text search (use Grep tool instead) or full codebase exploration (use Explore agent instead).
tools
moai-workflow-loop
Ralph Engine - Automated feedback loop with LSP diagnostics and AST-grep integration for continuous code quality improvement. Use when implementing error-driven development, automated fixing, or continuous quality validation workflows.
development
moai-workflow-templates
Template management system for code boilerplates, feedback templates, scaffolding, and project optimization workflows. Use when creating code templates, generating boilerplate files, managing project scaffolding, optimizing template performance, or preparing GitHub issue templates. Do NOT use for SPEC document creation (use moai-workflow-spec instead) or documentation generation (use moai-workflow-project instead).
development
moai-workflow-thinking
Sequential Thinking MCP and UltraThink mode for deep analysis, complex problem decomposition, and structured reasoning workflows. Use when performing multi-step analysis, architecture decisions, technology selection trade-offs, breaking change assessment, or when --ultrathink flag is specified. Do NOT use for simple decisions or straightforward implementation tasks.
tools
moai-workflow-worktree
Git worktree management for parallel SPEC development with isolated workspaces, automatic branch registration, and seamless MoAI-ADK integration. Use when setting up parallel development environments, creating isolated SPEC workspaces, managing git worktrees, or working on multiple features simultaneously. Do NOT use for regular git operations like commit or merge (use manager-git agent instead).
development
mutation-testing
Mutation testing patterns for verifying test effectiveness. Use when analyzing branch code to find weak or missing tests.
development
prd
Generate high-quality Product Requirements Documents (PRDs) for software systems and AI-powered features. Includes executive summaries, user stories, technical specifications, and risk analysis.
testing
python-mcp-server
Instructions for building Model Context Protocol (MCP) servers using the Python SDK. Provides patterns, best practices, and code examples for FastMCP, tools, resources, prompts, and transports.
tools
python-mcp-server-generator
Generate a complete MCP server project in Python with tools, resources, and proper configuration. Use when scaffolding a new MCP server from scratch.
tools
test-design-reviewer
Evaluates test quality using Dave Farley's 8 properties. Use when reviewing tests, assessing test suite quality, or analyzing test effectiveness against TDD best practices.
testing
.claude/skills/worklog
--- name: worklog description: Update worklog files by moving tasks between todo/doing/done states. Use when recording task progress, starting new work, or marking tasks complete. Requires explicit arguments: worklog [done|doing|todo] [description]. --- # Worklog Update task state in worklog files. Requires explicit arguments. ## Worklog Files - `localdocs/worklog.todo.md` — backlog - `localdocs/worklog.doing.md` — in progress - `localdocs/worklog.done.md` — completed (grouped by date, appen
testing
expectations
Working expectations and documentation practices. Use when capturing learnings or understanding how to work with this codebase.
development
openapi-to-application-code
Generate a complete, production-ready application from an OpenAPI specification. Use when creating controllers, services, models, and configurations from an OpenAPI/Swagger spec.
development
openapi-to-application
Expert assistant for generating working applications from OpenAPI specifications. Specializes in API spec analysis, application architecture, and code generation across multiple frameworks.
development
playwright-python
Playwright Python AI test generation instructions based on official documentation. Use when writing or reviewing Playwright tests in Python.
development
repo-architect
Bootstraps and validates agentic project structures for GitHub Copilot (VS Code) and OpenCode CLI workflows. Run after `opencode /init` or VS Code Copilot initialization to scaffold proper folder hierarchies, instructions, agents, skills, and prompts.
tools
technical-writer
Elite technical content evaluator and curriculum architect for reviewing technical training materials, documentation, and educational content. Use when evaluating course quality, reviewing technical docs, assessing pedagogical value, auditing exercises for actionability, grading educational content A-F, or identifying documentation wrappers disguised as courses.
development
audit
Run dependency security audit using pip-audit. Use when checking for known vulnerabilities in project dependencies.
testing
check
Check code quality without making changes — lint, format, type, and security checks. Use when you want to inspect issues before fixing them.
development
docker
Docker containerization expert for creating optimized, secure multi-stage Dockerfiles and docker-compose configurations. Use when writing or reviewing Dockerfiles, docker-compose files, optimizing image size, adding security hardening, configuring health checks, setting up container networking, or any Docker-related task.
testing
moai-library-nextra
Enterprise Nextra documentation framework with Next.js. Use when building documentation sites, knowledge bases, or API reference documentation.
development
moai-formats-data
Data format specialist covering TOON encoding, JSON/YAML optimization, serialization patterns, and data validation for modern applications. Use when optimizing data for LLM transmission, implementing high-performance serialization, validating data schemas, or converting between data formats.
development
.claude/skills/moai-domain-database
--- name:, moai-domain-database description: > Database, specialist, covering, PostgreSQL, MongoDB, Redis, Oracle, and advanced, data, patterns, for, modern, applications. Use, when, user, asks, about, database, schema, design, query, optimization, indexing, strategies, data, modeling, migrations, ORM, configuration, or, database, performance, tuning. Do, NOT, use, for, API, design, or, server-side, business, logic (use, moai-domain-backend, instead). license:, Apache-2.0 compatibili
development
moai-foundation-claude
Canonical Claude Code authoring kit covering Skills, sub-agents, plugins, slash commands, hooks, memory, settings, sandboxing, headless mode, and advanced agent patterns. Use when creating Claude Code extensions or configuring Claude Code features.
tools
moai-foundation-philosopher
Strategic thinking framework integrating First Principles Analysis, Stanford Design Thinking, and MIT Systems Engineering for deeper problem-solving. Use when performing architecture decisions, technology selection trade-offs, root cause analysis, cognitive bias detection, or first principles decomposition. Do NOT use for code quality validation (use moai-foundation-quality instead) or implementation workflows (use moai-workflow-ddd instead).
development
moai-lang-cpp
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.
development
moai-lang-javascript
JavaScript ES2024+ development specialist covering Node.js 22 LTS, Bun 1.x (serve, SQLite, S3, shell, test), Deno 2.x, testing (Vitest, Jest), linting (ESLint 9, Biome), and backend frameworks (Express, Fastify, Hono). Use when developing JavaScript APIs, web applications, or Node.js projects.
development
moai-lang-php
PHP 8.3+ development specialist covering Laravel 11, Symfony 7, Eloquent ORM, and modern PHP patterns. Use when developing PHP APIs, web applications, or Laravel/Symfony projects.
development
moai-lang-r
R 4.4+ development specialist covering tidyverse, ggplot2, Shiny, and data science patterns. Use when developing data analysis pipelines, visualizations, or Shiny applications.
development
moai-lang-scala
Scala 3.4+ development specialist covering Akka, Cats Effect, ZIO, and Spark patterns. Use when building distributed systems, big data pipelines, or functional programming applications.
development
moai-lang-swift
Swift 6+ development specialist covering SwiftUI, Combine, Swift Concurrency, and iOS patterns. Use when building iOS apps, macOS apps, or Apple platform applications.
development
moai-library-mermaid
Enterprise Mermaid diagramming skill for Claude Code using MCP Playwright. Use when creating architecture diagrams, flowcharts, sequence diagrams, or visual documentation.
tools
moai-platform-chrome-extension
Chrome Extension Manifest V3 development specialist covering service workers, content scripts, message passing, chrome.* APIs, side panel, declarativeNetRequest, permissions model, and Chrome Web Store publishing. Use when building browser extensions, implementing content scripts, configuring service workers, or publishing to Chrome Web Store. [KO: 크롬 확장 프로그램, 매니페스트 V3, 서비스 워커, 콘텐츠 스크립트] [JA: Chrome拡張機能、マニフェストV3、サービスワーカー] [ZH: Chrome扩展程序、Manifest V3、Service Worker]
tools
moai-tool-svg
SVG creation, optimization, and transformation specialist. Use when creating vector graphics, optimizing SVG files with SVGO, implementing icon systems, building data visualizations, or adding SVG animations.
tools
moai-workflow-jit-docs
Enhanced Just-In-Time document loading system that intelligently discovers, loads, and caches relevant documentation based on user intent and project context. Use when users need specific documentation, when working with new technologies, when answering domain-specific questions, or when context indicates documentation gaps.
testing
moai-workflow-project
Integrated project management system with documentation, language initialization, and template optimization modules. Use when setting up projects, generating documentation, configuring multilingual support, or optimizing templates.
documentation
moai-workflow-tdd
Test-Driven Development workflow specialist using RED-GREEN-REFACTOR cycle for test-first software development. Use when developing new features from scratch, creating isolated modules, or when behavior specification drives implementation. Do NOT use for refactoring existing code (use moai-workflow-ddd instead) or when behavior preservation is the primary goal.
development
moai
MoAI super agent - unified orchestrator for autonomous development. Routes natural language or explicit subcommands (plan, run, sync, fix, loop, mx, project, feedback, review, clean, codemaps, coverage, e2e) to specialized agents. Use for any development task from planning to deployment.
development
skill-creator
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.
tools
python-conventions
Python coding conventions and guidelines including PEP 8, type hints, docstrings, and testing standards. Automatically applied when working with Python files.
development
python-mcp-expert
Expert assistant for developing Model Context Protocol (MCP) servers in Python. Use when creating, debugging, or optimizing MCP servers with FastMCP, tools, resources, and prompts.
tools