1. Software Development

Enables development of Expo native modules for iOS and Android, covering views, APIs, marshalling, and verification.

A CLI tool for seeding and verifying HealthKit data in Expo applications during development.

Comprehensive knowledge base for go-zero microservices framework, covering REST APIs, RPC, database operations, and resilience patterns for production-ready code.

Generates production-ready React/Next.js code from Figma designs using MCP tool, component reuse, and variant mapping.

Specialized knowledge for Bevy game engine development, including ECS architecture, component design, system ordering, and UI implementation.

Provides specialized knowledge for Godot Engine game development, including file formats, architecture patterns, debugging, and CLI workflows.

Guides domain modeling using DDD principles, ensuring consistency, building ubiquitous language, and creating visualizations (Mermaid, Graphviz) for clear domain communication.

Automates ziglint release workflows including versioning, tagging, and publishing new versions.

Provides component patterns for building AST-based rule/condition builders with node editing, state management, and UI mode handling.

Guidelines for frontend development in a React/TypeScript monorepo using modern patterns and tools like Tailwind CSS.

Guides developers through Test-Driven Development (TDD) for implementing safety patterns, from threat identification to code commit.

Validates code changes against project-specific rules and standards to ensure consistency in installation scripts, linking patterns, and configuration before merging.

Generates implementation plans through architectural design prior to development, using Codex CLI for structured software planning.

Analyzes existing codebases to document structure and dependencies, creating a continuity ledger for ongoing maintenance and understanding.

Analyzes Git branch entropy, hot zones, and risk scores for pre-change assessments using arifOS Trinity forge.

Guides systematic resolution of beta tester-reported issues through root cause analysis, worktree-based fixes, and regression testing for release preparation.

Verifies removal of debug and development artifacts prior to code commit, adhering to the 'boy scout rule' for cleaner code.

Advises on optimal performance benchmarks to execute following code modifications, enhancing development efficiency and performance monitoring.

Reviews engineer output against architectural plans, flagging code entropy and pollution to maintain design integrity.

Guides implementation of database engines in IterableData, including SQL/NoSQL support and DBDriver class extensions for new database capabilities.

Provides core development workflows, patterns, and conventions for the IterableData codebase, supporting feature implementation and bug fixes.

Provides testing patterns and best practices for IterableData to enhance test writing, debugging, and coverage establishment.

Generates and configures scheduled background jobs in .NET applications using Quartz.NET, including cron expressions and dependency injection.

Generates CQRS commands with handlers, validators, and Request DTOs following Clean Architecture for state-modifying actions and error handling.