1. Software Development

Guides on implementing Shopify Polaris v12+ UI components with best practices for buttons, cards, modals, and other elements.

Provides FastAPI patterns, Alembic migrations, Pydantic v2, and AI engineering patterns for building Python APIs and LLM applications.

Builds scalable frontend pages, layouts, and reusable components with Next.js App Router and Tailwind CSS.

Requests peer code reviews to validate quality, adherence to standards, and readiness for integration or merge.

Provides a structured checklist for code reviews to ensure quality, maintainability, and adherence to coding standards.

Provides Redis caching patterns for resilience and cost optimization, including cache invalidation, TTL, and circuit breaker.

Generates new projects, libraries, and components using Nx monorepo tooling for efficient code scaffolding and project setup.

Enforces writing tests before code to guide development through failing tests and minimal implementation.

Provides a pattern for efficiently spawning multiple independent subagents to execute tasks concurrently in software applications.

Builds and maintains GANO's frontend using React, Next.js, and Tailwind CSS for design systems and component architecture.

Generates high-quality, distinctive frontend code for web components, pages, and applications, avoiding generic AI aesthetics and ensuring production readiness.

Automates Git worktree creation with Jira ticket-based branch naming and cleanup of completed worktrees for streamlined development workflows.

Provides a systematic workflow for debugging HTML and CSS issues including layout, responsiveness, and cross-browser compatibility problems.

Integrates Cloudinary for media storage and Supabase for metadata to handle image display, optimization, and admin media operations efficiently.

Automates code refactoring by fixing linting issues, enforcing naming conventions, simplifying code, and improving TypeScript type safety in the current branch.

Enforces file ownership boundaries to prevent merge conflicts in collaborative software development environments.

Loads project-specific coding conventions and style guides to maintain consistency during code writing and review.

Provides strategies for handling subagent failures through retry logic and escalation patterns to ensure system resilience.

Loads project-specific code patterns and abstractions to ensure consistent feature implementation across the codebase.

Automates backend route generation, request handling, and database connection setup for web applications.

Provides a Detroit-style BDD workflow emphasizing scenario testing to drive behavior-driven test design in software development.

Enforces Test-Driven Development by requiring tests to be written prior to implementation code, ensuring robust and verified feature development.

Verifies output structure against a predefined schema before finalization to prevent data inconsistencies in software outputs.

Provides insight into project architecture and structure to help developers navigate and understand the organization of the codebase efficiently.