1. Software Development

Generates a new Svelte Single Page Application project with default configuration and structure for frontend development.

Systematic data format migration and versioning for backward-compatible schema changes, supporting multiple versions and auto-upgrades.

Refactors direct ODBC database writes in Lotus Notes migration to secure API-based integrations, handling queries, connections, and error recovery.

Automates Python project initialization with uv, including pyproject.toml configuration, dependency groups, and Python version pinning.

Generates consistent React Router v7 application structures with standardized routing patterns and component templates for frontend development.

Syncs GitHub Copilot agents for a FF15-themed OpenSpec development workflow, managing roles like implementation, code quality, and documentation.

Generates agile-compliant user stories from feature descriptions, ensuring clear user value and INVEST criteria adherence for sprint planning.

Migrates Python projects from pip, Poetry, Pipenv, or Conda to uv, handling dependency conversion and environment setup for modern development workflows.

Manages Python CLI tools using uv, covering installation, versioning, and differentiation between tool and project dependencies.

Initializes new projects with OpenAI integration, configuring essential settings and dependencies for development environments.

Enables building reactive Textual widgets with computed properties, watchers, and reactive attributes for efficient state management and data binding.

Provides a Node.js server implementation for MCP communication, enabling backend service operations.

Implements type-safe Kafka consumers for domain event processing with offset management, error recovery, and distributed tracing.

Adds text labels to OpenSCAD models using BOSL2 for face labeling, part numbers, and curved surface text.

Guides integration testing of adapters and gateways, including mock strategies (HTTP, Kafka, ClickHouse) and error path testing with real services or containers.

Enables creation of reusable Textual widgets with composition, styling, lifecycle management, and state handling for terminal applications.

Standalone code intelligence tools for symbol search, file operations, editing, and shell execution without requiring an MCP server.

Generates unified API design specifications from story-level interfaces, ensuring consistent naming, parameters, and response formats in HLD documentation.

Provides testing patterns for asynchronous Python code using pytest, including async fixtures, AsyncMock, and FastAPI integration.

Generates production-ready code from Figma designs, including layouts, components, and styles for developers.

Guides end-to-end feature implementation through 10 stages including TDD, refactoring, and testing, ensuring Clean Architecture and quality gates.

Expert guidance on Flutter Riverpod state management, covering AsyncNotifier patterns, performance optimization, and anti-pattern avoidance for efficient app development.

Measures and tracks test coverage with layer-specific thresholds, HTML/terminal reporting, and coverage gap identification for code quality gates.

Validates Clean Architecture layer boundaries by checking domain layer imports, application interface dependencies, and infrastructure interface implementations.