1. Software Development

Comprehensive support for React application development, including component architecture, state management, and hooks implementation.

Expert implementation of asynchronous API endpoints in FastAPI with dependency injection, request/response models, and error handling.

Provides insights into project directory structure, coding conventions, and architectural patterns for efficient development and navigation.

Guides test sequence development with Station Service SDK, covering SequenceBase pattern implementation, emit method usage, and manifest.yaml configuration.

Provides standardized testing procedures for the Kalahari project, enabling efficient test execution and result analysis.

Assists in writing, reviewing, and refactoring React components and features using Tailwind, Vite, and TypeScript following modern architectural patterns.

Guides implementation of new features using Test-Driven Development by writing tests first before code.

Creates voice-enabled CLI todo applications with speech-to-text input, command parsing, and JSON storage for persistent data management.

A utility library for OpenHarmony ArkTS development, offering quick reference for concurrency, TaskPool, Worker, and data handling features.

Enables OpenHarmony app development with Ability Kit, covering UIAbility lifecycle, component communication via Want, and error handling for common issues.

Fetches ticket information associated with the current Git branch, providing development context for task execution.

Automates Rust project setup with Nix flakes for reproducible development environments and dependency management.

Provides async PostgreSQL database operations using SQLModel ORM, including model definitions, relationships, and query management for backend development.

Provides comprehensive development assistance for Huawei's HarmonyOS, including app creation, device integration, and system configuration.

Provides a protocol for saving and loading session state in applications, ensuring consistent state management across interactions.

Automates Rust code compilation, testing, and quality checks using Cargo tools for the Miyabi project.

Applies the Ralph Wiggum Method to decompose complex tasks into atomic user stories for agile software development.

Provides expert code reviews for TypeScript and Node.js applications, ensuring adherence to quality standards and best practices.

Guides effective documentation querying for Next.js 16, React 19, FastAPI, Better Auth, and SQLModel via Context7 MCP.

Analyzes TypeScript and Node.js codebases for code quality, type safety, and technical debt.

Provides standardized project layout and Spec-Kit patterns for AI-driven, spec-driven monorepos hosting frontend, backend, and specifications in a single repository.

Identifies Domain-Driven Design opportunities and primitive obsession anti-patterns in codebases to guide refactoring for improved domain modeling.

Validates code changes against safe-formdata's boundary design principles, detecting violations to ensure adherence during PR reviews and feature implementation.

Provides standard patterns for connecting applications to Neon Postgres and managing schema migrations using Alembic, SQLModel, and SQLAlchemy, with serverless considerations.