1. Software Development

Generates React Context modules with useReducer pattern, including state, actions, reducer, context, provider, and barrel exports.

Reviews codebase against project structure and coding standards, suggesting and automatically applying fixes to improve code quality.

Private client tracking platform for hair therapy services, developed with Next.js 15 and Supabase for full-stack application functionality.

Provides Go-specific database pattern utilities for repository implementation, query building, and pagination in SQL operations.

Scaffolds new presentational React components within feature modules using shadcn/ui primitives with optional state variants.

A Go module for implementing HTTP handlers, middleware, and routing patterns in web applications and APIs.

Proposes code changes with generated diffs and rationale for supervisor approval without executing modifications.

Debugs EUX/EESSI mock issues in melosys E2E tests by tracing data flow between melosys-api, melosys-eessi, and melosys-mock.

Provides web development patterns for frontend templates, CSS architecture, and server-side rendering using Go templates.

Provides Go-based architecture patterns for system boundaries, state flow, lifecycle management, and module structure.

Provides testing patterns for game client and server, auto-applied during test implementation and feature development.

Generates Next.js data table pages with SSR, SWR caching, and server-driven UI updates for CRUD interfaces and admin views.

Builds features for the AI Coaching Platform using Next.js, including pages, components, server actions, and TanStack Tables within application architecture.

Provides production-grade WebSocket patterns for Python (FastAPI/Starlette) with connection management, rooms, and message protocols.

Provides OpenAPI 3.1 specification patterns for defining API schemas, operations, and documentation in backend development.

Assists in developing full-stack web applications with Ruby on Rails, including MVC architecture, database integration, and backend logic.

Provides syntax highlighting for code blocks and MDX content using the Shiki library, enhancing code readability in documentation and code editors.

Provides core Go development patterns for file structure, error handling, naming conventions, and package organization, including domain system and repository query methods.

Provides Tailwind CSS utilities for component styling, responsive design, container queries, masks, shadows, and animations.

Scaffolds new React hooks for data fetching, state management, or utility within feature modules, and updates barrel exports.

Provides ORM patterns for Neon PostgreSQL, enabling efficient database schema definition, migration, and query operations in TypeScript applications.

A Go package implementing secure blob storage patterns for file persistence with operations like store, retrieve, and delete, including path traversal protection.

Provides document and image processing utilities including PDF rendering, image adjustments, and domain-specific operations via document-context library.

Provides project-specific architecture, patterns, and conventions to auto-apply for implementation tasks, ensuring consistency across the OpenCivilizations project.