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Install WSL Auto
Development
Automates the installation and validation of Windows Subsystem for Linux (WSL) on Windows. Handles both modern one-command installations for Windows 10 build 19041+ and manual paths for older builds. Use it when a user needs to install WSL, set up a Linux distribution, or diagnose a broken WSL environment.
Quality Gates
Development
Automated code quality validation that runs configurable checks (formatting, linting, type checking, tests, security) on code changes. Detects project configuration to use appropriate tools (Prettier, ESLint, TypeScript, etc.) and generates structured reports. Useful for enforcing quality standards before completing subtasks or during code review.
Code Review Orchestration Patterns
Development
Orchestrates multi-agent code reviews by fanning out analysis across parallel dimensions (quality, logic, security, performance) then synthesizing prioritized feedback. Helps streamline thorough PR reviews, security audits, and architecture evaluations.
Code Quality Checker
Development
Runs ruff for linting and mypy for type checking on the codebase. It can auto-fix ruff violations and target specific directories. Useful for catching style issues, security warnings, and type errors before commit.
GitHub Repository Analysis
Development
It analyzes a GitHub repository's PR history, structure, and evolution patterns. It provides overviews, lists merged PRs, identifies notable PRs, deep-dives into specific PRs, and focuses on changes to specific code areas. Helps when you need to quickly understand a repository's development activity and architecture.
Test-Driven Development (TDD)
Testing
Guide users through the red-green-refactor cycle to develop features by writing tests first. Improve code quality and test coverage with disciplined test-first practices.
Distinctive Frontend Design
Development
Creates production-grade web interfaces with distinctive visual identity and high design quality. Use when building landing pages, dashboards, React components, or any web UI that needs intentional, memorable aesthetics rather than generic layouts. Generates polished code with advanced typography, color systems, motion, and responsive design.
Code Review
Testing
Reviews code for quality, security, and maintainability issues. Use after implementing features or completing significant work, or when the user asks for code review. Provides structured feedback organized by priority (critical, warning, suggestion).
Web Performance Tuning
Development
Optimizes Core Web Vitals (LCP, INP, CLS), bundle size, rendering strategy, image and font loading, caching, and database query performance. Use when optimizing performance, reducing load time, fixing slow pages, or analyzing bundle size in Next.js, Vite, React, and Python backends.
SwiftUI View Generator
Development
Generates SwiftUI views with proper state management using @State, @Binding, @ObservedObject, @StateObject, and @EnvironmentObject. Creates reusable components, view models, and supports macOS-specific patterns like NavigationSplitView and toolbars. Helpful for quickly scaffolding SwiftUI screens, lists, forms, and settings panels.
Cloud Cost Optimization
DevOps
Optimize cloud costs across AWS, Azure, and GCP using resource rightsizing, tagging strategies, reserved instances, and spending analysis. Helps when reducing cloud expenses, analyzing infrastructure costs, or implementing cost governance.
Codemap Generator
Documentation
Automatically generates navigational codebase maps (CODEMAP.md) by analyzing project structure, detecting technologies, and creating annotated directory trees, architecture diagrams, and key file references. Helps developers onboard to new projects, understand repo layout, or create architecture documentation by producing an auto-updatable map that separates auto-generated navigation from hand-written design decisions.