1. Software Development

Provides standardized guidelines and formatting rules for consistent code style across programming languages and projects.

Assesses brownfield codebases to identify, classify, and prioritize technical debt, aligning with delivery goals and risk reduction strategies.

Guides systematic debugging through a four-phase framework to thoroughly understand issues before proposing solutions in software development.

Generates specification or implementation review pull requests. Called from /spec or spec-workflow for code review processes.

Enables containerized integration testing for real infrastructure (databases, queues, caches) with lifecycle management and performance optimization.

Plans and manages software release versions using semantic versioning, including tags, pre-releases, hotfixes, and changelogs.

Enables compile-time source generation in .NET to optimize repetitive cross-cutting concerns like mapping and logging, eliminating runtime overhead.

Adds new tools to the backend OpenAI function calling system, enabling extension of AI agent capabilities through custom backend functions.

Enforces Specification-Driven Development (SDD) workflow with TDD and AC checks to prevent scope creep during feature implementation.

Provides risk-managed strategies for incrementally refactoring legacy codebases without comprehensive test coverage, ensuring safe modernization of production systems.

Designs APIs using OpenAPI/Swagger schema-first approach, enabling parallel frontend/backend development and generating code from specifications.

Builds enterprise-grade, accessible, and responsive frontend interfaces using design systems and component libraries.

Builds full-stack AI agents with Google ADK and CopilotKit using AG-UI protocol, handling agent setup, UI integration, and tool-based rendering in React.

Reviews and enforces software architecture patterns, boundaries, and project structure to ensure production quality and best practices.

Validates API contract changes for breaking modifications, enforces SemVer, and requires ADRs for versioning compliance.

Automates ESLint and TypeScript type checking for frontend codebases, ensuring code quality and type safety before commits.

Expert assistance for writing, debugging, and enhancing test coverage using Playwright, Vitest, and Storybook.

Provides comprehensive best practices for .NET development, including architecture, framework selection, and code maintenance across the development lifecycle.

Standardizes .NET application logging with Serilog, ensuring startup exceptions are logged as Critical events.

Standardizes health check implementation in .NET applications using the AspNetCore.Diagnostics.HealthChecks library.

Framework for elite execution and breakthrough perfection in software development tasks across all technical domains.

Guides implementation and review of comprehensive .NET testing strategies including unit, system, E2E, BDD, architecture enforcement, and observability.

Assists in implementing the Specification Pattern in .NET for domain query composition, avoiding ORM duplication in domain logic.

Assesses impact of code changes, refactoring, or features to determine affected components and testing scope.