1. Software Development

Automates Git commit creation with Conventional Commits-compliant messages for standardized version control in development workflows.

Provides guidance on code style adherence, documentation standards, and efficient development workflows for software projects.

Protocol for requesting and managing user-based manual testing of new features after server stability, prior to automated testing and documentation.

Automates safe Git branch creation for feature development, ensuring main branch is updated and enforcing safety checks.

Validates and enhances test coverage for code changes, identifying untested paths and providing guidance to meet coverage thresholds.

Enables ROS2 Jazzy development on macOS Apple Silicon, supporting command execution, DDS debugging, and rviz2 visualization.

Provides best practices for PostgreSQL schema design, queries, migrations, and performance optimization using Drizzle ORM.

Generates Mongoose models with TypeScript typing, utility functions, and best practices for Node.js backend development.

Provides Lombok annotation best practices for Java 21+ projects to reduce boilerplate, configure builders, and choose between Lombok and Records.

Enables expert-level feature implementation with Principal Engineer standards for code quality and architectural soundness.

Enables collaborative code analysis, review, and prototype generation using codex MCP for development teams.

Verifies code quality, documentation completeness, and server health before Pull Request creation to ensure branch readiness.

Adds, fixes, and optimizes schema markup and structured data (JSON-LD) for website SEO implementation.

Builds production-ready backend systems using modern frameworks, APIs, databases, and security best practices for scalable applications.

Automates the setup of a clean test database state to ensure consistent and reliable automated testing.

Builds and modifies applications using the pytincture framework and dhxpyt widgetset, including BFF services, UI layouts, and browser-based Python UI scripts.

Enables implementation and debugging of Redis caching strategies using Upstash, including cache layer setup and invalidation optimization.

Guides implementation of Domain-Driven Design patterns with @woltz/rich-domain library for domain models, repositories, and Prisma/TypeORM integration.

Starts a local development server to preview website changes in real-time during development.

Provides standardized conventions for writing unit, integration, and E2E tests across CharHub's backend and frontend codebases.

Expert assistance for Markdoc framework development, including custom tags, schema definition, and React/TypeScript integration for documentation sites.

Enforces a specification-first development workflow by generating spec.md, todo.md, and decisions.md to prevent superficial errors before coding.

Guidelines for implementing OpenAI Agents SDK (Python) workflows, covering tools, handoffs, guardrails, and context management.

Generates TypeScript code for new jutsu abilities in SHINOBI WAY game, guiding users through required parameters.