1. Software Development

Generates boilerplate code for REST APIs across multiple frameworks including Express, FastAPI, and Next.js.

Expert guide for developing and debugging Odoo 19 modules, covering backend ORM, frontend Owl, and OCA standards.

Optimizes frontend JavaScript bundle sizes through code splitting and compression for improved web performance.

Automates test writing following TDD, prioritizing integration tests with minimal mocking for code quality and bug resolution.

Guides developers through essential pre-pull request steps including code review, testing, and documentation for quality contributions.

Executes code implementation for /implement and /fix commands, supporting backend and frontend development workflows.

Performs final code and plan reviews using Codex CLI as the last step in the development process after sonnet.

Provides rapid code and plan reviews focusing on quality, security, and test coverage to identify issues early.

Expertise in Robotics Operating System (ROS) for developing robot navigation, perception, and control systems.

Provides expert guidance on Go language best practices, testing with Testify, concurrency patterns, and error handling for code review and implementation.

Manages project setup and development tool installation for Node.js, Python, Go, and other languages via mise, replacing global tool usage with managed environments.

Explains a hybrid store architecture for persistence, covering file-based truth, metadata caching, self-healing reconciliation, and MemBackend test simulation.

Manages CLI application configuration using Cobra and Viper, handling config files, environment variables, and flags binding.

Provides utilities for building interactive terminal user interfaces (TUIs) using Bubbletea, Lipgloss, and Charm ecosystem libraries.

Configures Supabase database schema, Row-Level Security policies, and API endpoints for seamless AI integration in backend systems.

Generates idiomatic TypeScript code using the Effect library for functional programming, error handling, and service layer implementation.

Provides in-depth code and plan reviews for architecture, subtle bugs, and test quality to ensure robust software development.

Provides front-end development standards for Dutch government websites, ensuring accessibility and WCAG compliance through the NL Design System.

Provides Dutch government-compliant API design rules, OpenAPI specifications, and architecture guidelines for RESTful APIs and event-driven patterns.

Provides NeRDS software development guidelines for Dutch government projects, covering architecture, CI/CD, security, privacy, and accessibility compliance.

Assists developers in understanding existing codebases through archaeology and documentation retrieval for refactoring, module integration, and new project phases.

Creates or customizes project templates with integrated CI/CD, tooling, and AI for new development projects.

Creates, bundles, and manages Claude Code plugins with manifest generation, directory structure, and marketplace configuration.

Builds MCP servers using the Python MCP SDK to define tools, resources, and prompts for AI agents to manage application state.