1. Software Development

Creates production-ready MCP servers with the MCP SDK, including scaffolding, configuration, security, and deployment best practices.

Runs iOS unit tests for the AIQ project, supporting all tests, specific files, or methods to verify code changes.

Defines type-safe, async-compatible database models for a Todo application using SQLModel, optimized for PostgreSQL and compatible with Better Auth.

Configures OpenAI ChatKit integration in Next.js, including UI component development, API endpoint integration, and Better Auth session management.

Provides consistent error handling with typed errors, ensuring uniformity when adding new error cases or adjusting error behavior.

Manages OAuth authentication flows, provider logic, and interceptor configuration for secure application access.

Provides high-performance JSON serialization using System.Text.Json with custom converters and polymorphism support.

Provides standardized conventions for GitHub repository organization, fork management, and open source contribution boundaries.

Provides a custom repository pattern and DataContext implementation for JSON-based data storage with computed columns, enabling structured data access.

Automates safe Python code refactoring with AST-based transformations, anti-pattern detection, and unit-test friendly changes.

Enforces C# coding standards including naming conventions and file structure for the MotoRent project.

Manages Blazor application development, including editing Razor components and .razor.cs files for UI logic.

Manages Python dependencies, virtual environments, and project initialization for efficient development workflows.

Automates synchronization of profile data structures across TypeScript types, Zod schemas, and JSON Schema to maintain consistency when modifying fields or validation rules.

Systematic process for reproducing, diagnosing, and implementing minimal, effective code fixes through root cause analysis.

Generates a new xmcp tool with schema, metadata, and handler for seamless project integration.

Configures HTTP transport behavior including session management, rate limiting, and retry policies for reliable API interactions.

Integrates modern UI libraries and reusable components to accelerate frontend development and ensure consistent design systems.

Generates structured Hytale server plugin projects with correct lifecycle management, manifest configuration, and dependency setup.

Creates responsive frontend pages and reusable UI components with clean layouts and modern styling using contemporary frameworks.

Provides unified implementation for graceful error handling, user confirmations, and visual feedback (toasts/loading indicators) across frontend and backend systems.

Builds complex, multi-component HTML artifacts for Copilot.ai using React, Tailwind CSS, and shadcn/ui with state management and routing capabilities.

Defines domain entities and multi-tenant schema for the MotoRent rental system, enabling scalable tenant-specific data management.

Automates Git branch cleanup by analyzing merged status, archiving completed branches, and organizing active branches for repository maintenance.