1. Software Development

Guide for creating high-quality MCP (Model Context Protocol) servers to enable LLMs to interact with external services via well-designed tools.

Guides Next.js project initialization and structuring using modern development patterns, including component organization and API integration.

Provides a universal checklist for evaluating code quality in pull requests, ensuring adherence to best practices and consistency.

Applies a structured four-phase methodology to identify, isolate, and resolve software bugs efficiently.

Provides implementation guidance for secure authentication using Better Auth in Next.js frontend and JWT verification in FastAPI backend.

Enables concurrent development by running multiple Claude Code sessions via Git worktrees, facilitating parallel feature work and branch management.

Generates acceptance tests using BDD and EvDD, producing Gherkin specs or golden datasets for shift-left testing in deterministic and AI/LLM applications.

Provides commands for managing Python project dependencies with uv, a fast package installer and resolver, enhancing development workflow efficiency.

Integrates ChatKit server with FastAPI, managing request processing and response routing for seamless backend communication.

Establishes test-driven development (TDD) requirements by ensuring tests are written before feature implementation, setting explicit test plans as the initial step.

Creates Python agents using the openai-agents package, implementing best practices for agent definition and configuration.

Automates synchronization of specification documents with code implementation, detecting and resolving discrepancies to ensure documentation accuracy.

Creates ChatKit server implementations with database integration and OpenAI agent support, ensuring proper conversation management and message persistence.

Guides consistent form implementation in Next.js/React using shadcn UI, react-hook-form, and Zod validation patterns.

Automates GitHub pull request creation for code collaboration and review in software development workflows.

Provides guidance for executing and maintaining test suites within a code repository, ensuring code quality and reliability.

Provides end-to-end Domain-Driven Design planning for domain analysis, bounded contexts, aggregates, and context mapping to structure complex software systems.

Automates API endpoint and authentication configuration for Claude Code and Antigravity, distinguishing between API endpoints and network proxy settings.

Guides users in creating, updating, and understanding Codex CLI slash commands, including syntax, frontmatter, and best practices.

Enforces standardized OpenAPI operation rules 11-13 for consistent API naming, pagination, and response structures.

Creates React chat widgets with ChatKit library, implementing best practices for floating interfaces, thread persistence, and configuration.

Creates ChatKit store implementations with database integration, adhering to best practices and avoiding common pitfalls.

Guides building distributed microservices with DAPR, covering setup, service invocation, state management, and Kubernetes integration.

Provides senior-level guidance for feature implementation, production code development, and code quality practices including testing discipline.