行動開發

SPEC document management - lifecycle, versioning, approval workflows, 50+ references, SPEC-first TDD integration

Transform rough ideas into clear, engaging writing using Gary Provost's rhythm and structure principles. Use when the user needs help writing emails, tweets, scripts, sales copy, articles, or any content where readability, flow, and digestibility matter. Ideal for entrepreneurs and content creators who want to turn ideas into professional writing without sounding robotic or over-polished. Apply when the user asks for help writing, editing for clarity, improving pacing, or making content more engaging.

Manage CLI application configuration with Cobra and Viper. Use when implementing config files, environment variables, flags binding, or when user mentions Viper, configuration management, config files, or CLI settings.

Generate GitHub issues from an approved engineering specification. Use to break down a spec into implementable, atomic tasks with dependencies, sizing, and labels.

Automatically applies when evaluating LLM performance. Ensures proper eval datasets, metrics computation, A/B testing, LLM-as-judge patterns, and experiment tracking.

Implement data access for the .NET 8 WPF widget host app using EF Core or Dapper. Use when creating repositories, unit of work, migrations, DbContext configuration, and query patterns while keeping clean architecture boundaries.

Your approach to handling app theming. Use this skill when working on files where app theming comes into play.

Analyzes errors, searches past solutions in memory, provides immediate fixes with code examples, and saves solutions for future reference. Use when user says "debug this", "fix this error", "why is this failing", or when error messages appear like TypeError, ECONNREFUSED, CORS, 404, 500, etc.

Automatically invoked when running tests, analyzing test results, or verifying code changes. Ensures tests are run appropriately and results are interpreted correctly.

Skill especializada en modelado de escenarios para Domain Storytelling, enfocada en capturar el "happy path" (80% de casos) sin excepciones, eliminando condicionales y manteniendo numeración secuencial estricta. Útil para modelado de procesos empresariales, documentación de workflows y extracción de conocimiento estructurado de narrativas del dominio.

고찰 보강을 위한 비교표·부록·참고문헌 생성

EXPAND vague prompts into precise, platform-optimized instructions. Detects target platform (Claude, GPT, Gemini, Midjourney, Sora, etc.) and applies appropriate prompting patterns. Use when user says "coggle", "expand", "improve prompt", "make better".

Code patterns for implementing VioletConnect features - Redux, axiosWrapper, AppContext, API routes

Design software concepts using Daniel Jackson's methodology. This skill should be used when analyzing existing applications to identify concepts, designing new concepts for features or systems, defining concept structure (purpose, operational principles, state, actions), or composing multiple concepts together. Handles queries like "design a concept for X", "what concepts does this app have", "help me model this feature as a concept".

Learn from database query patterns and recommend optimized approaches

Conduct parallel multi-angle research on programming topics. Break down complex research questions into 3-10 specific investigation avenues, delegate each to parallel sub-agents, and synthesize findings with working code examples and sources. Use when investigating error messages, comparing solutions, or exploring implementation approaches.

Build and deploy iOS app to connected iPhone via USB. Fast deployment (~8-10 seconds) for development iteration. Use when deploying, installing, or building apps to physical iPhone.

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.

Expert on EAS Build cloud service for building iOS and Android apps. Covers build configuration, credentials management, custom builds, CI/CD integration, and troubleshooting. Invoke when user mentions EAS Build, cloud builds, app compilation, build workflows, or iOS/Android binary creation.

Use when someone has strong command of animation principles and seeks deeper understanding of subtle applications, edge cases, and stylistic variations