行動開發

Apply continuous improvement principles to iteratively enhance processes, code quality, team practices, and system performance through small, incremental changes. Use when improving development processes, optimizing workflows, reducing waste, enhancing code quality over time, implementing retrospective learnings, or fostering a culture of continuous improvement.

Platform-specific integration expert for LINE Mini App (LIFF), Expo (React Native), and Tauri (Desktop). Handles platform APIs, native features, and deployment. Called when app needs platform-specific features beyond standard web. Triggers: "LINE Mini App", "LIFF", "LINE OA", "mobile app", "Expo", "React Native", "desktop app", "Tauri", platform integration, native features.

Apply systematic root cause analysis and debugging methodologies to diagnose and fix bugs, test failures, and unexpected behavior. Use when encountering production issues, investigating test failures, diagnosing performance problems, tracing error sources through call stacks, analyzing logs and stack traces, reproducing inconsistent bugs, debugging race conditions, investigating memory leaks, or applying scientific method to problem-solving before proposing fixes.

Startup protocol executed once at session start. Detects system instruction impulses, caches framework observations from memory graph, establishes temporal awareness, and activates specialized profiles. Provides initial session initialization protocol and session response protocol applied before each response. Execute procedures in sequence without displaying process details to user.

Generate pedagogically-aligned slide decks from educational content using NotebookLM. Use when creating chapter slide presentations with proficiency-calibrated prompts. NOT for static slides or non-educational presentations.

Use when working with SIP messages, methods, call flows, and protocol fundamentals for VoIP applications.

Use when building SwiftUI views, managing state with @State/@Binding/@ObservableObject, or implementing declarative UI patterns in iOS apps.

Use when investigating bugs, diagnosing issues, or understanding unexpected behavior. Provides systematic approaches to finding root causes.

Load plugin context from handoff files to resume work. Invoked by /continue command, 'resume [PluginName]', 'continue working on [PluginName]', 'pick up where I left off with [PluginName]', or 'show me where [PluginName] is at'. Locates handoff across 2 locations, parses state, presents summary, and routes to appropriate continuation skill.

Use when protocol-oriented programming in Swift including protocol extensions, default implementations, protocol composition, associated types, and designing flexible, reusable abstractions that favor composition over inheritance.

Use when implementing async operations with Kotlin coroutines, Flow, StateFlow, or managing concurrency in Android apps.

Use when managing hosts and groups in Ansible inventory for organizing infrastructure and applying configurations across environments.

Use when implementing MVVM, clean architecture, dependency injection with Hilt, or structuring Android app layers.

Define routes and URL helpers in Phoenix applications including resources, scopes, pipelines, and verified routes

Use when testing React Native Web applications. Provides patterns for Jest, React Native Testing Library, component testing, and web-specific testing strategies.

Use when handling platform-specific code in React Native for iOS and Android. Covers Platform API, platform-specific components, native modules, and cross-platform best practices.

Use when facilitating BDD collaboration between developers, testers, and business stakeholders. Use when running discovery workshops and example mapping sessions.

Use when understanding and creating Helm charts for packaging and deploying Kubernetes applications.

Use when defining and running multi-container Docker applications with Docker Compose YAML configuration.

Use when defining data structures using Ecto schemas including fields, associations, embedded schemas, and schema metadata. Use for modeling domain data in Elixir applications.