1. Software Development

Translates specification files into executable code, ensuring development aligns with defined requirements and design documents.

Provides React performance optimization patterns for D3+SVG visualizations, covering component structure, hooks, and state management.

Python toolkit for developing agent-to-agent commerce agents interacting with UCP merchant systems, enabling shopping, checkout, and payment flows.

Automates code refactoring for readability after successful verification, re-runs tests, and updates verification documentation.

Provides comprehensive testing strategies and best practices to enhance software quality and reliability in development.

Enables developers to analyze codebase architecture and configure development environments for seamless project onboarding.

Guides TDD workflow including red-green-refactor for feature implementation in Ziku with golden tests.

Creates and manages GitHub issues for tracking bugs, tasks, and feature requests in software development workflows.

Starts local development services including backend and frontend servers for project initialization.

Provides AI-powered code review using GPT-5.2 Codex to identify bugs, issues, and architectural problems in codebases.

Generates business use cases with TDD, including request, use case, and test code following Red-Green-Refactor cycle for new domain logic.

Builds distributed actor-based systems in Go using the Ergo Framework, covering actor lifecycle, supervision, and cluster configuration.

Enforces consistent UI styling by requiring all frontend components to use centralized tokens instead of ad-hoc CSS in Svelte/SvelteKit projects.

Provides comprehensive code review with best practices, security, and maintainability checks for pull requests and code quality improvement.

Adds contract interface and provider implementation for inter-bounded context communication in Domain-Driven Design, enabling data access between contexts like Inventory and Admin.

Generates functional tests for HTTP controllers and LiveComponents, verifying endpoint responses and DOM interactions through HTTP requests.

Generates domain value objects with validation, business rules, and immutability for DDD-compliant domain modeling.

Guides Spring Boot 3.x to 4.0 migration with Java 25, including dependency updates, starter renames, and test annotation adjustments.

Creates an empty Git commit for testing, such as triggering CI/CD pipelines without code changes.

Simple utility that prints a templated message including agf_id and prompt for testing purposes.

Guides developers in writing clean, idiomatic, and maintainable Go code following established best practices.

Manages database schema migrations and framework version upgrades, ensuring seamless transitions during application evolution with minimal disruption.

Provides SVC-specific valid/ready streaming interface patterns and common pitfalls for debugging backpressure issues.

Generates paginated list use case code with request, business logic, response, and tests for entity listing using page/itemsPerPage parameters.