行動開發

Web/モバイルアプリのアイデアを共創型インタビューで具体化し、開発用ドキュメント一式を生成するスキル。「アプリのアイデアがある」「新しいサービスを考えたい」「仕様を固めたい」「アプリ開発の相談」と言った時に使用する。アイデア段階から開発着手可能なドキュメントまで一貫してサポート。

Designs and validates system architecture, database schemas, and technical approaches

Deploys new containerized services to the Superbloom K3s cluster using Flux GitOps with bjw-s app-template, Authelia forward auth, Caddy reverse proxy, and DDNS

Use when designing animations for social platforms, messaging apps, content sharing, or community features

Tests web applications with Playwright including E2E tests, locators, assertions, and visual testing. Use when writing end-to-end tests, testing across browsers, automating user flows, or debugging test failures.

Kyle's professional background, work context, and general preferences for R development. Use this skill to understand his expertise level and tailor explanations appropriately.

Best practices for containerizing applications with Docker.

Agent-optimized Test-Driven Development workflow based on research from Codex, CodeT, Self-Debugging, TICoder, and SWE-bench Verified. Use when fixing bugs (generate fail-to-pass test first), implementing new features (acceptance tests first), or when user requests "TDD", "test-first", or "test-driven" approach. Provides high-confidence code changes with comprehensive test coverage.

Full-stack development orchestrator integrating Next.js frontend, Go backend, iOS, and Android mobile apps. Supports monorepo initialization, cross-platform type sharing via OpenAPI, unified CI/CD, and intelligent routing. Activated when users mention "fullstack", "풀스택", "monorepo", or need coordinated frontend+backend+mobile development.

Implement code changes based on approved specifications. Executes task list from spec, gathers evidence, and escalates if implementation reveals spec gaps. Use after spec approval.

Convert entire PDF documents to clean, structured Markdown for full context loading. Use this skill when the user wants to extract ALL text from a PDF into context (not grep/search), when discussing or analyzing PDF content in full, when the user mentions "load the whole PDF", "bring the PDF into context", "read the entire PDF", or when partial extraction/grepping would miss important context. This is the preferred method for PDF text extraction over page-by-page or grep approaches.

Manage game assets with Kenney-ONLY approach. Search 36,000+ Kenney CC0 assets. If asset not found, ask user to find/generate manually. Ensure style consistency with flat/vector Kenney aesthetic. Auto-triggers on asset requests.

Use Xcode Instruments command line tools to analyze iOS app performance, detect memory leaks, optimize launch times, monitor CPU usage, and identify performance bottlenecks for the iOS project

Use when implementing Network.framework connections (NWConnection, NetworkConnection), debugging connection failures, migrating from sockets/URLSession streams, or handling network transitions. Covers UDP/TCP patterns, structured concurrency networking (iOS 26+), and common anti-patterns.