1. Software Development

Enforces Test-Driven Development methodology by guiding users to write tests before implementation, ensuring code quality through Red-Green-Refactor cycles.

Provides structured guidelines for writing clear, concise, and human-readable commit messages in Git to enhance code history and team collaboration.

Provides project development conventions including Next.js, shadcn, and architecture patterns for consistent feature development and code modifications.

Guides creation of backend modules using sqlmodel-based layered architecture (Model, Schema, CRUD, Service, Router) with exception handling and registration protocols.

Guides consistent UI component development using shadcn/ui, Tailwind CSS, and animation standards for accessible and maintainable frontend architecture.

Automates code quality checks by running linters, typecheckers, and tests, then fixing detected issues.

Standardizes frontend data flow and state management using React Query, including query keys, API SDK integration, and interaction feedback patterns.

Provides backend testing standards emphasizing functional testing, pytest fixtures, marker conventions, and database isolation strategies for robust test development.

Provides backend development standards and best practices for Asp.Net Core and Aspire frameworks, ensuring efficient and maintainable code.

Standardizes full-stack code reviews with focus on quality, performance, and security checks.

Automates pull request creation with standardized formatting, change analysis, and message generation.

Automates code self-correction using elicitation techniques inspired by BMAD-METHOD prior to final validation.

Provides universal coding standards, best practices, and patterns for TypeScript, JavaScript, React, and Node.js development.

Analyzes code from cognitive load perspective to evaluate quality, naming, complexity, and provide refactoring suggestions.

Provides structured guidelines for implementing Test-Driven Development (TDD) workflows, emphasizing test creation before code execution.

Initializes Product Org plugin by generating required context folders and index files for project structure.

Provides structured guidelines for effective code review processes in pull requests to maintain code quality and team collaboration.

Automates extraction and storage of reusable code patterns from Claude Code sessions to enhance future development efficiency.

Assists in TDD Phase 1 design by analyzing functional scope, identifying responsibilities, and suggesting splits based on SOLID principles to achieve SRP and OCP.

Provides best practices for Effect-TS code, covering services, error handling, layers, schemas, and testing in TypeScript development.

Enforces mandatory code quality checks for the MCPX project prior to any commit or pull request.

Expert assistance for building and optimizing backend systems with FastAPI, Python, and Neo4j database integration.

Enforces a strict 'Understand -> Plan -> Approve -> Implement' workflow for coding tasks to ensure quality and clarity in feature development and bug fixes.

Specialized AI agent for Next.js 15 and React 19 frontend development, offering code assistance and best practices.