1. Software Development

Generates detailed implementation plans with diagrams and dependency graphs for features, refactoring, and multi-step development before code implementation.

Automates major dependency version upgrades with compatibility checks, staged deployments, and testing for seamless framework and library updates.

Manages Git branching strategies, commit operations, and pull request creation for collaborative development.

Searches codebase for text content, returning matching file paths with context for efficient code navigation and debugging.

Provides tools for automated testing of software applications, enabling efficient test case execution and validation.

Generates unit and component tests using Vitest and Testing Library for React applications, ensuring code reliability and coverage.

Generates server-side JSONL UI messages using A2UI v0.8, enabling client-server event handling and A2A extension callbacks for component tree rendering.

Manages database table schemas for the AI Trading System, including table creation, data validation, schema compatibility checks, and migration generation.

Executes E2E tests on educational demos using Chrome, providing PASS/FAIL results with screenshots and bug identification.

Expert C# unit testing for .NET/ASP.NET Core applications using ISTQB standards to create, review, and refactor tests.

Executes end-to-end frontend testing with Playwright in Java, validating UI, forms, and API interactions with failure screenshots.

Enforces structured incremental development by requiring explicit scoping and step-by-step validation before implementation to prevent scope creep and premature coding.

Provides Redux-based architecture guidance for iOS screen implementation, emphasizing single root state, reducer-driven business logic separation, and testability.

Automates TypeScript build validation, Prettier formatting, and linting fixes, then manually addresses remaining issues.

Automates Godot scene file generation from AI game design responses, creating objects and controls for game development.

Creates MCP-based skills by wrapping Model Context Protocol servers and generating SKILL.md documentation for seamless mcp-skill-client integration.

Researches Maven dependency updates, including breaking changes, release notes, and security vulnerabilities for Java projects.

Generates pytest tests with parametrization, fixtures, and minimal mocking for unit testing and test coverage improvement in Python projects.

Reviews code changes and implementation progress at project checkpoints to verify phase completion and ensure alignment with development plans.

Generates Tailwind CSS utility classes and component styles with responsive layouts, dark mode, and design token support for frontend development.

Converts Godot project files (scenes and scripts) to DynamoDB-compatible format, detecting and flagging programmatic position/size assignments in code.

Provides schema, API templates, and frontend components for authentication, user management, RBAC, and multi-tenant architecture in Supabase projects.

Generates secure, optimized database queries with parameterization, indexing, and efficient data fetching patterns for backend applications.

Creates mobile-first responsive interfaces with fluid layouts, media queries, and touch-optimized components across all device sizes.