1. Software Development

Complete framework for building Python FastAPI applications with routing, authentication, and database integration.

Guides implementation of Test-Driven Development through Red-Green-Refactor cycle for improved code quality and test coverage.

Creates granular Git commits by splitting changes into small, purpose-specific commits for better version control and collaboration.

Assists in building Next.js applications with App Router, TypeScript, server/client components, and modern data fetching patterns.

Enables core package modifications for DSL processing, validation, normalization, and diff algorithms.

Retrieves error, project, and organization data from Bugsnag for debugging and monitoring purposes.

Assists with Crystal programming language development, covering syntax, standard library, concurrency, and FFI bindings for efficient native code compilation.

Athena Framework offers a modular ecosystem for building Crystal web applications, REST APIs, and CLI tools using reusable components like routing, validation, and dependency injection.

Guides creation of Model Context Protocol (MCP) servers for LLM integration with external APIs, supporting Python (FastMCP) and Node/TypeScript (MCP SDK).

Assists developers in finalizing full-stack projects through gap analysis, task decomposition, database design, API specifications, and testing strategies to achieve production readiness.

Generates and reviews TypeScript and JavaScript code adhering to industry best practices and style guidelines.

Provides structured guidelines for effective code reviews to enhance code quality, collaboration, and maintainability in software projects.

Enforces Test-Driven Development by requiring tests to be written before code, guiding the RED-GREEN-REFACTOR cycle for feature implementation and bug fixes.

Guides users on best practices for creating multiple commits in Git for effective version control and code management.

Generates modern CSS and CSS Modules for styling web components and stylesheets.

Generates descriptive commit messages by analyzing git diffs, aiding developers in clear version control communication.

CLI tool for analyzing and editing Unity asset files (YAML format), enabling direct manipulation of game objects and assets.

Generates unit tests for JavaScript/TypeScript frontend applications using Vitest or Jest frameworks.

Provides standardized templates and guidelines for writing clear, informative pull request descriptions in software development workflows.

Generates and modifies React components and hooks with TypeScript for efficient frontend development.

Performs systematic root cause analysis for software bugs and technical issues to identify underlying causes and prevent recurrence.

Designs test strategies and specifications, documenting testing approaches for software development user stories.

Automates implementation of prioritized code and test fixes from QA gate results to resolve identified issues.

Enables high-performance OCaml development with unboxed types, SIMD vectors, and memory-efficient data structures.