1. Software Development

Manages user-defined coding, architecture, and tooling rules to guide development practices and ensure consistency.

Enables creation, modification, and debugging of plugins for Thymer, a note-taking and project management application.

Integrates testing strategy, code quality enforcement, and validation gates to ensure robust software delivery through comprehensive quality assurance.

Validates skill or MCP implementation against its manifest using AI-powered semantic comparisons for descriptions, preconditions, effects, and API surface.

Builds cross-platform mobile applications using React Native and Expo frameworks for iOS and Android.

Designs REST and GraphQL APIs with best practices for endpoints, authentication, versioning, and documentation.

Enables full-stack development with Supabase, including authentication, RLS database design, storage, real-time features, and edge functions.

Manages full testing lifecycle including unit, integration, and validation tests to ensure code quality and reliability.

Guides developers through adding features, integrating MCP tools, and extending the patent creator system.

Enables Test-Driven Development for Laravel applications using Pest PHP, guiding developers to write tests first and implement minimal code to pass them.

Provides Laravel API resource best practices for data transformation, collection handling, and relationship management in API responses.

Provides best practices for Laravel Eloquent ORM, focusing on query optimization, relationship management, and avoiding N+1 queries.

Generates and executes Python unit tests using pytest with fixtures, parametrization, and mocking capabilities.

Executes and generates Jest tests for JavaScript/TypeScript projects, supporting unit, integration, and end-to-end testing scenarios.

A Node.js/TypeScript framework for building scalable backend applications using dependency injection and modular architecture.

Provides systematic debugging for Laravel applications, ensuring root cause investigation before fixes for bugs, test failures, and performance issues.

Collaboratively refines rough Laravel feature ideas into structured designs through questioning and validation before implementation.

Executes and generates xUnit tests for C#/.NET projects with FluentAssertions and Moq support.

Generates and executes RSpec tests for Ruby projects with support for let bindings, before hooks, and mocking.

Automatically identifies test frameworks (Jest, pytest, RSpec, xUnit) in project configurations and dependencies for development setup and maintenance.

Generates and executes ExUnit tests for Elixir projects with setup callbacks, describe blocks, and async testing support.

Generates git commit messages adhering to Conventional Commits specification for standardized version control and changelog automation.

Validates architectural decisions by comparing ADRs to actual implementation and updates feedback logs.

Sets up internationalization for Fumadocs documentation sites with multi-language routing, language switcher, and sidebar filtering using Next.js best practices.