1. Software Development

Builds enterprise frontend interfaces using Microsoft Foundry's NextGen Design System with React, Vite, and pnpm for dashboards and data management.

Provides code structure and style guidance using the gitbug MCP tool for quality assessment and best practice learning.

Applies language-agnostic clean code principles (DRY, SOLID) to generate, review, and refactor code, detecting violations and providing corrections.

Provides testing patterns for Flutter applications, including unit, widget, and integration tests with aviation-specific data and BLoC state management.

Implements GDL 90 protocol for decoding ADS-B traffic data from Stratux, ForeFlight Sentry, and compatible devices, featuring message decoders and receiver clients.

Offers Prisma ORM commands and guidance for standard database operations including schema management, queries, and migrations.

Implements Model Context Protocol (MCP) server for ZoneWise zoning queries, exposing tools for district lookup, permitted uses, setbacks, and density calculations.

Reviews code changes for bugs, style issues, and adherence to best practices in pull requests.

Manages Supabase database operations for Everest Capital projects, featuring query building, RLS policy management, schema handling, and error recovery.

Checks and manages project dependencies to ensure version consistency and security in development workflows.

Provides step-by-step guidance for Firebase integration, Firestore database operations, and client-side data handling in TrainTrack.

Enforces a standard for backend unit tests using mock data to verify business logic without direct database access.

Fetches and serves Fantasy Premier League Draft gameweek data locally for verification and data updates without production deployment.

Enforces safe Git operations by requiring native commands for file management, preventing index loss and redundant changes during moves, renames, or deletions.

Provides guidelines for writing high-quality unit, integration, and E2E tests with metrics beyond code coverage.

Enables adding new features and iterating on existing functionality within DevDocs projects, supporting code and documentation enhancements.

Leverages GitHub Copilot CLI as a sub-agent for deep codebase analysis, implementation pattern review, and second-opinion validation.

Enforces maintainable and testable code practices using MTE principles, guides refactoring, and provides code review checklists for developers.

Installs and configures MAI UI packages, authentication, and tooling to prepare for UI development.

Enforces opinionated constraints for frontend development, ensuring consistent UI code quality during implementation and component review.

Guides developers through a test-first bug fixing workflow: reproduce, write failing tests, fix code, and commit.

Provides a setup for React frontend projects using Vite, shadcn/ui, Tailwind CSS, and React Router v7 for component development and routing.

Guides implementation of visual UI testing workflows through screenshot comparisons to verify layout and functionality.

Creates technical system design documents with architecture, API specifications, and data models from user requirements.