1. Software Development

Guides creation of MCP servers enabling LLMs to interact with external services via Python (FastMCP) or Node/TypeScript (MCP SDK).

Configures storage backends (S3, R2, MinIO) in Laravel with environment toggles, path-style endpoints, and CDN URL generation.

Guides implementation of Split-Panel Combat UI Pattern A for SHINOBI WAY game, including character panels, action dock, and phase header components.

Generates project-specific code quality standards files (e.g., CLAUDE.md, AGENTS.md) to enforce consistent coding practices and review processes.

Expert guidance for building interactive Dash applications with Dash Mantine Components (DMC) v2.4.0, covering theming, components, and callbacks.

Identifies and resolves performance bottlenecks in code to enhance application speed and efficiency.

Provides routing patterns for Expo applications, including stack navigation, native tabs, and file-based routing best practices for screen configuration.

Guides embedding Shopify apps in Admin interface with modals, toasts, and navigation using Shopify App Bridge.

Assists with full-stack development using Python, JavaScript, Go, API design, and frontend testing.

Provides Laravel 12 best practices for controllers, models, migrations, and API development using Eloquent ORM.

Generates test cases for new code structures to ensure functionality and quality during development cycles.

Performs comprehensive code reviews on GitLab merge requests, evaluating quality, security, performance, and adherence to best practices.

Analyzes codebases to detect duplicates, eliminate dead code, and optimize structure for improved maintainability and performance.

Guides building and debugging distributed applications with Aspire, covering service orchestration, migration, environment variables, and common issues like port changes and OTEL configuration.

Provides expert guidance on React and TypeScript architecture, component design, state management, and performance optimization for Next.js applications, ensuring scalable and maintainable code.

Automatically validates generated JSON+HTML presentations for quality and completeness during beauty-normal step 4, enforcing a one-vote veto system.

Automatically reviews generated HTML presentations for quality and completeness during the 'beauty' command's step 4, enforcing a one-vote veto system.

Integrates with OpenAlgo API and WebSocket for real-time NIFTY options trading data and execution.

Handles Recur webhook events for payment notifications, including signature verification and subscription event processing.

Assists in creating/modifying Angular 19 components with proper inheritance, state management, and platform patterns for WebV2.

Generates comprehensive unit and integration tests adhering to the AAA pattern for reliable code validation.

Minimal client for connecting to remote MCP services using Server-Sent Events (SSE) with a simple interface for tool interaction.

Provides Ruby best practices for clean code and Rails application development.

Creates GitHub pull requests and links related issues using 'Closes' syntax for streamlined code review and merge preparation.