1. Software Development

Assists in writing Convex backend functions (queries, mutations, actions) with validation, error handling, and runtime considerations.

Generates TypeScript runtime and type tests to validate code behavior and ensure type safety.

Provides expert guidance on Swift Concurrency patterns, including async/await, actors, and thread safety to resolve data races and optimize concurrent code.

Lists all Swift source files referencing a symbol using IndexStoreDB, essential for refactoring, fixing imports, and cross-module code navigation.

Generates integration tests for MCP tools following established patterns, ensuring consistent and reliable testing of tool functionality.

Manages Supabase database migrations, RLS policies, schema changes, and TypeScript type generation for backend development.

Provides utilities for writing, debugging, and maintaining Playwright-based end-to-end tests, including async handling and API mocking.

Enables interactive map implementation with Leaflet, react-leaflet, covering markers, clusters, popups, geolocation, and Mapbox integration.

Creates React Hook Form components connected to Relay GraphQL mutations with yup validation and error handling for form submissions.

Generates React components and Next.js pages using Relay GraphQL, covering fragments, queries, dynamic routes, and project patterns in admin-next.

Provides AI-assisted coding through Codex CLI for complex implementation, architecture design, and high-reasoning tasks, supporting iterative development.

Provides reusable configuration patterns and templates for project setup, including security hooks and framework detection, to standardize development environments.

Performs static code analysis to identify quality issues and enforce development best practices in software projects.

Enables direct tool execution as functions for testing, with proper mock context setup using MagicMock and AsyncMock, and locates integration tests with real data.

Provides high-level change descriptions for implementing new features, covering code, tests, and documentation requirements.

Configures Unreal Engine Niagara emitter internals including modules, renderers, and rapid iteration parameters for visual effect development.

Configures Unreal Engine core settings including rendering, physics, audio, garbage collection, cvars, and scalability levels for optimal game development and performance.

Configures Unreal Engine project settings and editor preferences including UI appearance, toolbar icons, scale, and colors for development environment setup.

Automates version updates, GitHub releases, and crates.io publishing for Rust/Cargo projects.

Provides integration guide for BFL FLUX API with Python and TypeScript examples covering endpoints, async patterns, rate limiting, and webhooks.

Dumps all active Hyvä CMS components and merged components.json for debugging and configuration inspection.

Compiles Tailwind CSS for Hyvä themes in Magento 2, generating production and development stylesheets via standard build commands.

Generates Magento 2 module boilerplate including registration.php, composer.json, and module.xml with configurable dependencies.

Creates custom Hyvä CMS components for Magento 2, including components.json configuration and PHTML template implementation.