Mobile

Automatically reference and validate schemas from both legacy data sources and medallion layer data sources (bronze, silver, gold) before generating PySpark transformation code. This skill should be used proactively whenever PySpark ETL code generation is requested, ensuring accurate column names, data types, business logic, and cross-layer mappings are incorporated into the code.

Installs and manages KASM Workspaces, a container-based VDI platform for streaming desktops to browsers.Supports Ubuntu ARM64, desktop streaming, isolated browser sessions, and remote workspace access.Use when: installing KASM on Ubuntu ARM64, setting up VDI, configuring browser-based desktops, deploying on OCI instances.Keywords: kasm workspaces, VDI, virtual desktop, browser streaming, ARM64, kasm port 8443, container desktop

Automatically applies when engineering prompts for LLMs. Ensures proper prompt structure, templates, few-shot examples, context management, and injection prevention.

Flip core assumptions to reveal hidden constraints and alternative approaches - "what if the opposite were true?"

Runs npm validate/test/smoke gates and emits a JSON gate report with log paths.

End-of-session summary that logs work completed to Obsidian. Run this at the end of any Claude Code session to capture what you accomplished. Creates or appends to the daily session log.

Xcodeプロジェクトのアーキテクチャ設計・ビルド設定管理スキル。モジュール分割、ターゲット追加、依存関係整理、ビルド設定変更を支援。使用シーン：(1)「ビルド設定XXをYYに変更して」などのビルド設定変更リクエスト (2)「この機能を新しいモジュールに切り出して」などのモジュール分割リクエスト (3) 大きな機能追加時にモジュール構成やテスト可能性を検討する場合 (4)「Swift Packageを追加して」などの依存関係管理

Expert guidance for building mobile applications with React Native and Expo. Use when the user asks to create, modify, debug, or architect mobile apps, implement native features (camera, notifications, storage, navigation), set up React Native projects, work with Expo or bare React Native workflows, integrate with device APIs, handle app state management, or optimize mobile performance. Triggers on mobile app development, React Native, Expo, iOS/Android cross-platform development.

Platform-specific patterns for iOS and Android. Use when writing platform-conditional code.

Docker 환경에서 Playwright E2E 테스트 실행. 브라우저 미종료 문제 해결, 스크린샷, 로그 캡처 지원.

Optimize CTA copy, hero sections, and button text for higher conversions using therapy-appropriate frameworks (PAS, AIDA, BAB). Maintains empathetic, non-salesy tone while driving action. Creates A/B test variations, scores conversion potential, and ensures CRPO compliance. Use when user mentions "CTA", "conversion rate", "improve button text", "more bookings", or asks about improving page performance.

Use when implementing validation or safety checks. Multi-layer validation approach prevents bugs through redundant safeguards. Makes bugs structurally impossible.

Identifies, visualizes, and optimizes task dependencies for parallel execution and critical path analysis. Use when analyzing task relationships, finding parallelization opportunities, detecting circular dependencies, or optimizing execution order.

Retrieve APPLICATION patterns (architecture, procedures, conventions) from AgentDB skills table. Use BEFORE implementing to ensure consistency.

Manages HyperFlow keyboard orchestration system including Hyper key architecture, Karabiner configuration, app launcher modifications, SuperWhisper mode integration, and debugging. This skill should be used when adding new keyboard shortcuts, modifying the hyperflow.sh launcher, configuring SuperWhisper modes, debugging race conditions, or when mentioned 'hyperflow', 'hyper key', 'keyboard workflow', 'karabiner', 'add shortcut'.

Use when managing Serena MCP memory files for consolidation, archival, or evergreen doc updates - provides naming conventions, automated workflows with interactive approval, and Python tools for reliable file operations

Plan-first development methodology that creates detailed specifications before coding. Creates structured plans with phases, file-level details, and verification steps. Includes automatic AI review, modification application, and validation.

Comprehensive mobile app testing strategies for iOS and Android. Covers unit tests, UI tests, integration tests, performance testing, and test automation with Detox, Appium, and XCTest.

Expert guidance for developing cross-platform desktop applications with Avalonia UI framework. Use when building, debugging, or optimizing Avalonia apps including MVVM architecture, XAML design, data binding, styling, theming, custom controls, and cross-platform deployment for Windows, macOS, Linux, iOS, Android, and WebAssembly.

DevOps essentials: Docker, CI/CD pipelines, deployment strategies.Use when: containerizing apps, setting up CI/CD, deploying to production.Triggers: "docker", "dockerfile", "ci/cd", "github actions", "deploy","kubernetes", "compose", "container", "pipeline".