行動開發

Prisma ORM best practices for Shopify apps including multi-tenant data isolation, query optimization, transaction patterns, and migration strategies. Auto-invoked when working with database operations.

pytest fixtures and integration testing patterns for Spark applications, including DataFrame assertions and mock data generation.

iOS App Store and Google Play submission requirements and process.

Manages offline-capable mapping with tile caching, location services, and MapLibre integration. Use when implementing map features, GPS tracking, offline map regions, or custom map styles in Purrsuit Mobile App.

High-performance toolkit for genomic interval analysis in Rust with Python bindings. Use when working with genomic regions, BED files, coverage tracks, overlap detection, tokenization for ML models, or fragment analysis in computational genomics and machine learning applications.

Automated tooling and detection patterns for JavaScript/TypeScript security vulnerabilities. Provides scan commands, vulnerability patterns, and severity mapping—not output formatting or workflow.

This skill should be used when ensuring training focuses on performance outcomes and business impact. Use this skill to identify essential content, design performance-focused activities, create job aids, and eliminate unnecessary training.

Apply CQRS + Event Sourcing for collaboration-heavy domains needing auditability and independent scaling.

Smart contracts, Ethereum, consensus mechanisms, and decentralized applications.

Deploy Docker applications using Kamal 2 with zero-downtime and automatic SSL. Use this skill when (1) setting up new Kamal deployments, (2) generating deploy.yml configuration, (3) deploying apps that lack health endpoints (using Caddy workaround).

Automatically applies when writing pytest tests. Ensures proper use of fixtures, parametrize, marks, mocking, async tests, and follows testing best practices.

This skill should be used when the user asks about "prompt_toolkit key bindings", "KeyBindings", "keyboard shortcuts", "key handler", "key sequences", "c-x c-c", "ConditionalKeyBindings", "filters for keys", "vi mode bindings", "emacs bindings", or needs to define keyboard interactions in prompt_toolkit applications.

Runs Static Application Security Testing (SAST) using Semgrep. Scans source code for vulnerabilities, security anti-patterns, and OWASP Top 10 issues. Use when user asks to "run SAST", "scan for vulnerabilities", "static analysis", "code security scan", "静的解析", "脆弱性スキャン".

Configure, implement, and manage Laravel application backups using spatie/laravel-backup. Create automated backup schedules, configure file and database backups, set up backup storage (S3, local), manage cleanup policies, send notifications (mail, slack), monitor backup health, and handle advanced scenarios like encrypted backups and isolated mode. Use when setting up backup solutions, troubleshooting backup issues, configuring notifications, or monitoring backup health in Laravel projects.

Perform security audits detecting OWASP Top 10 vulnerabilities, insecure dependencies, and security misconfigurations. Use when auditing applications for security vulnerabilities.

Systematically debug failed Omnistrate instance deployments using a progressive workflow that identifies root causes efficiently while avoiding token limits. Applies to deployment failures, probe issues, and helm-based resources.

DEPRECATED umbrella Skill (backward compatibility). Use only for cross-cutting orchestration across multiple WebF app tasks when a request spans several capabilities (dev loop + debugging + testing + release). Prefer focused openwebf-app-* Skills.

iOS/SwiftUIアプリのデザインシステム・スタイルガイドを構築するスキル。カラーパレット、タイポグラフィ、スペーシング、コンポーネントスタイルをSwiftコードとして生成。使用シーン：(1)「スタイルガイドを作って」「デザインシステムを構築して」などの新規作成リクエスト (2)「既存のスタイルを分析して」「色やフォントを整理して」などの既存コード分析リクエスト (3) UI実装時にスタイル定義の一貫性が必要な場合

WHEN: Kotlin Multiplatform (KMP) project review, expect/actual patterns, shared module structure, iOS interop WHAT: Module structure analysis + expect/actual validation + platform separation + iOS/Android interop + dependency management WHEN NOT: Android UI → kotlin-android-reviewer, Server → kotlin-spring-reviewer

Make well-calibrated probability estimates using superforecasting methodology. Use when user asks about probability, likelihood, chance, odds, "will X happen", "when will X happen", "how much will X cost", "what could go wrong", failure modes, risk assessment, forecasting, or any question involving uncertainty and estimation.