1. Software Development

Promotes minimizing bespoke .NET code by prioritizing mature open-source libraries and composable tools over custom solutions.

Creates spec or impl branches for development workflows, triggered by spec-related processes in Git.

Creates isolated Git worktrees with smart directory selection and safety verification for parallel feature development.

Generates a React component for new event types in the frontend feed system based on user prompts.

Provides comprehensive guidance on software testing methodologies and popular testing frameworks for code quality assurance.

Facilitates collaborative idea refinement and design exploration for software development, especially with ambiguous requirements or multiple solution paths.

Enforces TypeScript code quality through strict mode, linting, and formatting to ensure type safety and consistent standards.

Guides developers through finalizing completed feature branches with structured options for merging, pull requests, or cleanup.

Manages software development tasks through context-driven workflows, TDD execution, and phase checkpointing for efficient coding cycles.

Resolves warnings, errors, and standards violations during git operations, builds, and code reviews to maintain development integrity.

Applies C# best practices for the project's .NET version, leveraging the latest language features from C# 10 onward.

Enables internal open-source collaboration through standardized repository governance, contribution workflows, and community-driven development practices.

Optimizes local development environments for faster iteration with hot reload, incremental builds, and multi-service setup.

Defines Git branching policies, Conventional Commits standards, and SemVer-aligned merge rules for consistent versioning and team collaboration.

Determines component boundaries and ownership in repository structure, guiding macro-level organization and delegating micro-level file layout.

Standardizes data model mapping in .NET applications using source-generated mappers and explicit boundary conversions to reduce boilerplate and improve maintainability.

Systematically prioritizes technical debt using impact, risk, and effort scoring to create actionable remediation roadmaps.

Generates BDD-style integration tests for .NET Aspire distributed applications, validating cross-component behavior and observability.

Generates initial application structure and configuration in the /apps directory for new project initialization.

Assists in extracting shared code into a stable, versioned library with proper ownership and governance for multi-component usage.

Generates unit and integration tests for Kotlin/Spring Boot backend services using JUnit 5, MockK, and Spring Boot Test frameworks.

Guides design and management of Salesforce second-generation managed packages (2GP), including namespace setup, versioning, and lifecycle processes for ISV development.

Guides creation and enhancement of comprehensive testing strategies across any stack, emphasizing layered testing, incremental adoption, data safety, and observability.

Enables AI-driven pair programming with agent as primary implementer and automated review loops before human review.