1. Software Development

Reviews code for best practices, potential issues, and quality in pull requests and code analysis.

Guides creation of Model Context Protocol (MCP) servers to enable LLMs to interact with external APIs via Python (FastMCP) or Node/TypeScript (MCP SDK).

Reviews test code for quality, ensuring tests are effective, maintainable, and cover critical paths.

Defines standardized patterns, testing protocols, and output contracts for script development to ensure consistency and reliability.

Specializes in Dart and Flutter for high-performance, cross-platform app development with null safety and state management.

Generates unit, integration, fuzz tests, mocks, and benchmarks for Go services.

Provides expert development services for cross-platform mobile applications using Flutter, specializing in Dart, widget composition, and performance optimization for iOS and Android.

A Maven/Gradle plugin extending Java domain capabilities for streamlined build operations and workflow integration in Java projects.

Manages Architectural Decision Records (ADRs) with CRUD operations, automatic numbering, and AsciiDoc formatting for software development documentation.

Provides API extension points for domain-specific workflow customization, including profile overrides and extension features.

Modern CSS standards for responsive design, quality practices, and tooling in CUI projects.

Enforces modern JavaScript standards including ES modules, async patterns, and code quality best practices for development teams.

Configures ESLint, Prettier, and StyleLint for JavaScript code quality and formatting with flat config and build integration.

Offers a rationalization table and red flags to prevent pool multiplication, schema errors, and template syntax violations when implementing pgdbm patterns.

Automates project setup by generating a CLAUDE.md file via tech stack detection and user clarification for new development projects.

Architects scalable enterprise applications using Java, Spring ecosystem, and microservices patterns with emphasis on cloud-native design and maintainability.

Expert in designing, implementing, and securing gRPC services using protocol buffers for high-performance distributed system communication.

Provides standardized test data generation, value object contracts, and JUL log testing for CUI applications.

Enables plugin development with domain manifest configuration and module discovery for seamless integration into plan-marshall workflows.

Expert in modern JavaScript (ES2024+) development, performance optimization, and building production applications.

Expert implementation and optimization of Celery for distributed task processing, ensuring efficient background job execution in Python applications.

Expert Angular 17+ developer specializing in modern component architecture, signals, RxJS, and NgRx for scalable enterprise applications.

Provides RESTful API design guidance with error handling, versioning, and best practices for endpoint implementation and review.

Guides implementation of unit, integration, and TDD testing practices to improve code quality, coverage, and development workflows.