1. Software Development

Enforces version control best practices including atomic commits, PR size limits, and commit thresholds to streamline code reviews.

Provides AI-powered code review using Google Gemini 2.5 Pro with 1M token context, integrated into CI/CD pipelines for efficient development.

Provides backend setup for Node.js applications using Express or Hono with Supabase and Drizzle ORM.

Provides backend development patterns for Node.js applications using Express or Fastify, including repository pattern implementation.

Generates type definitions from database schemas to prevent column errors and ensure type safety during development.

Enables type-safe Python development using Ruff, mypy, and pytest with Test-Driven Development practices.

Enables development of headless commerce solutions using Medusa's modular architecture, API routes, and admin interface for custom e-commerce applications.

Enables development of Progressive Web Apps with service workers, caching strategies, and offline capabilities using Workbox.

Enables Android app development with Java, MVVM architecture, ViewBinding for UI binding, and Espresso for automated testing.

Automates Test-Driven Development (TDD) cycles by iteratively writing tests and code until all tests pass, improving development efficiency.

Provides mobile development patterns and platform-specific code handling for React Native applications.

Enables end-to-end web application testing using Playwright with Page Object pattern, cross-browser support, and CI/CD integration.

Enables creation of AI agents via Pydantic AI (Python) and Claude SDK (Node.js) for integrated development and deployment.

Enables efficient React web application development using hooks, React Query for data fetching, and Zustand for state management.

AI-powered code review tool using OpenAI Codex and GPT-5.2-Codex, integrated into CI/CD pipelines for automated code quality analysis.

Builds Flutter applications with Riverpod state management, Freezed data classes, go_router navigation, and mocktail testing.

Prevents semantic code duplication by leveraging a capability index and implementing a check-before-write mechanism.

Provides universal coding patterns, TDD workflow guidance, and atomic task management for streamlined software development.

Provides core Supabase CLI tools for database migrations, Row Level Security (RLS), and Edge Functions development.

Provides a template for building FastAPI applications integrated with Supabase using SQLAlchemy or SQLModel for database operations.

Clarifies PrairieLearn's group and team data structure, resolving confusion around database table and column naming conventions.

Provides context-aware guidance for code reviews, helping developers give and receive feedback aligned with project standards during pull request reviews.

Provides best practices for structuring, composing, and refactoring SwiftUI views to improve UI maintainability and code organization.

Context-aware routing for code generation workflows, supporting SwiftGen, Sourcery, and Protobuf with `make generate` and feature flag management.