1. Software Development

Provides strategies for implementing offline-first patterns in Progressive Web Apps to ensure reliable field technician operations without internet connectivity.

Automates responding to GitHub pull request review comments, streamlining code review collaboration and feedback resolution.

Creates MCP (Model Context Protocol) servers enabling safe, reliable LLM interaction with external services through designed tools and prompts.

Plans and drafts command-line interface user experience, including commands, flags, help text, and output formatting.

Guides the integration and usage of Repo Prompt within AI-assisted coding workflows for editors and agents.

Generates comprehensive backend design specifications with tradeoff analysis, compliance validation, and defined output contracts for review and implementation.

Guides use of OpenAI's Codex CLI for detailed code analysis, review, bug hunting, and planning upon specific user commands.

Provides guidance on Kotlin/Java integration patterns for Android, including platform channels, native features, and BLE implementation.

Guides implementation of Test-Driven Development using the RED-GREEN-REFACTOR cycle for reliable code.

Automates execution of unit, integration, and E2E tests with coverage requirements before code commit.

Generates complete favicon and app icon suites with all required formats and sizes for web and mobile projects.

Covers essential mobile game development principles including touch input handling, battery optimization, performance tuning, and app store deployment.

Provides development principles for VR/AR applications, focusing on user comfort, interaction design, and performance optimization.

Provides a 4-phase systematic debugging methodology for complex issues with root cause analysis and evidence-based verification.

Provides Tailwind CSS v4 patterns including CSS-first configuration, container queries, and design token architecture for modern frontend development.

Provides foundational principles for 2D game development covering sprite handling, tilemap systems, physics simulation, and camera control.

Analyzes macOS/iOS app performance using Instruments/xctrace for profiling and stack analysis, aiding in optimization.

Consolidates iOS/macOS app build processes using XcodeBuildMCP or native Xcode CLI tools for command-line compilation.

Provides a durable dataflow execution engine for building East programs, including package authoring, CLI commands, and content-addressable caching.

Refactors SwiftUI views to optimize structure, ordering, and Observation usage for improved maintainability and performance.

Sets up TypeScript projects with strict type safety, including tsconfig.json, ESLint rules, and type checking scripts.

Provides performance optimization guidelines for React and Next.js code, covering component design, data fetching, and bundle optimization.

Detects N+1 database query issues in GraphQL resolvers and TypeScript code, preventing performance bottlenecks through DataLoader usage checks.

Builds Vendure plugins using NestJS dependency injection, lifecycle hooks, and configuration patterns for commerce platform extensions.