1. Software Development

Executes implementation planning workflow using a template to generate software design artifacts.

Automates the creation and updating of software feature specifications from natural language descriptions.

Expert guidance for Django backend development including models, views, APIs, ORM, authentication, and testing following best practices.

Expert guidance for asynchronous task processing in Django with Celery, covering background tasks, configuration, and optimization.

Analyzes source code to automatically generate detailed feature specifications for software development projects.

Analyzes unit test coverage, patterns, and code for isolated component testing to improve software reliability.

Analyzes frontend components, state management, routing, and API integrations to assess UI layer quality and functionality.

Analyzes business logic, service orchestration, and data transformation patterns including DTOs and mappers in service layer implementation.

Analyzes REST and GraphQL API endpoints, contracts, authentication flows, and client interfaces for design integrity and functionality.

Analyzes domain entities, value objects, aggregates, and business rules within a domain model for software design integrity.

Generates detailed, TDD-oriented implementation plans through research, stakeholder input, and multi-LLM review for thorough software feature planning.

Analyzes database schema, migrations, ORM configuration, and data access patterns for backend application integrity and performance.

Analyzes integration tests to verify component interactions, database access, and external service integrations in software applications.

Identifies layers, patterns, and structure in an unfamiliar codebase to guide initial reverse engineering efforts before detailed analysis.

Coordinates multi-layered code analysis using domain-specific subagents to dissect software architecture and dependencies.

Diagnoses GitHub-driven agile workflow issues and guides feature branch development practices.

Resolves rule conflicts in Superwiser, handling '⚠️ CONFLICT [id]' messages for search, list, and preference rules.

Comprehensive guide for building custom Magento 2 widgets with module structure, CMS integration, and form handling capabilities.

Loads user-defined coding preferences and project conventions to ensure consistent code style and adherence to project-specific rules during development.

Generates Magento 2 admin controller actions with ACL, routing, and admin UI integration for backend pages, AJAX, and form handling.

Refactors deprecated Magento 2 controller patterns to modern HTTP verb interfaces with PHP 8.3+ compatibility.

Automates local reproduction of GitHub issues by syncing environments, substituting URLs, and downloading assets for efficient debugging and solution proposal.

Provides step-by-step guidance for integrating Tailwind CSS and JavaScript into Hyvä Themes for Magento 2, covering configuration, modules, and build processes.

Uses OpenAI Codex CLI to perform code reviews, analyze codebases, and provide refactoring suggestions for developers.