1. Software Development

Creates AI-focused custom lint rules for code quality enforcement, generating actionable correction prompts for AI agents across multiple programming languages.

Analyzes code complexity using radon and gocyclo to identify refactoring opportunities and improve maintainability.

Comprehensive code validation tool covering security, architecture, accessibility, and complexity checks in a single workflow.

Auto-loads language-specific coding standards and validation for Python, Go, TypeScript, Shell, YAML, JSON, and Markdown based on file types.

Provides database performance optimization patterns including N+1 query prevention, eager loading, and caching strategies for application efficiency.

Provides Ruby application testing standards using RSpec, FactoryBot, and Docker, covering TDD best practices and test patterns.

Guides implementation of service objects in Rails using dry-monads for functional error handling, covering structure, testing, and controller integration.

Provides a mandatory pattern for service objects using dry-monads' Result monad with Success/Failure and do-notation, replacing deprecated custom classes.

Provides best practices for ActiveRecord models in Ruby on Rails, including validations, associations, scopes, and query patterns to maintain thin models.

Manages GraphQL schemas and federation using Apollo Rover CLI for publishing, composing, validating, and local development.

Guides React developers in setting up Apollo Client 4.x, writing GraphQL queries/mutations, configuring cache, managing state, and troubleshooting issues.

Guides setup, configuration, and troubleshooting of Apollo MCP Server for connecting AI agents to GraphQL APIs using MCP tools and introspection.

Guides developers in writing idiomatic Rust code following Apollo GraphQL's best practices, covering ownership, error handling, and performance optimization.

Assists in creating Apollo Connectors schemas for integrating REST APIs into GraphQL supergraphs using @source and @connect directives.

Guides writing efficient GraphQL operations including queries, mutations, and fragments with best practices for data fetching and organization.

Guides implementation of GraphQL servers with Apollo Server 4.x, covering schema definition, resolvers, authentication, and plugin development.

Guides the design of GraphQL schemas using industry best practices for structure, nullability, pagination, and security.

Enables direct XAML usage of IValueConverter by implementing it as MarkupExtension, eliminating resource dictionary declarations in .NET UI development.

Assists in upgrading legacy WPF applications to .NET 6+ by resolving compatibility issues and modernizing project files.

Generates WPF Behavior<T> classes using Microsoft.Xaml.Behaviors.Wpf for .NET desktop application development.

Generates a WPF project structure using MVVM pattern, dependency injection, and industry best practices for rapid desktop application development.

Converts lengthy XAML bindings to Property Element Syntax for enhanced readability and maintainability in .NET UI development.

Enables adding interactivity to WPF XAML without code-behind using Microsoft.Xaml.Behaviors.Wpf, supporting EventToCommand and reusable behaviors.

Generates WPF UserControl with XAML and code-behind files, optionally including a ViewModel for MVVM architecture.