Advanced Python Development Expert
Streamlines Python backend development using FastAPI, Pydantic, and asyncpg through a rigorous 4-phase workflow and strict type safety.
MCP Porter
Manages, authenticates, and executes Model Context Protocol (MCP) servers and tools through a unified CLI interface.
Backend Patterns & Architecture
Implements scalable server-side architectures, API designs, and database optimizations using industry-standard patterns for Node.js and Next.js.
Modern Perl Patterns
Implements modern Perl 5.36+ idioms, best practices, and robust application architectures for maintainable code.
Claude API Integration
Implements optimized Anthropic Claude API patterns for Python and TypeScript applications.
Ktor Backend Patterns
Provides comprehensive implementation patterns for building robust, modular Kotlin backends using the Ktor framework.
Django Development Patterns
Implements production-grade Django architectures, REST APIs with DRF, and optimized ORM patterns for scalable web applications.
GoFrame v2 Development Suite
Accelerates GoFrame v2 development by providing standardized project scaffolding, database ORM patterns, and automated service layer implementation.
Spring Boot Pro Patterns
Implements production-grade Spring Boot architecture patterns for scalable Java backend development.
Go Development Patterns
Implements idiomatic Go patterns and best practices to build robust, efficient, and maintainable backend applications.
Octopus Architecture
Orchestrates multi-AI consensus to design robust system architectures, API contracts, and scalable backend subsystems.
Hexagonal Architecture (Ports & Adapters)
Architects maintainable, testable software systems by decoupling core business logic from external frameworks and infrastructure.
Java Coding Standards for Spring Boot
Enforces modern Java 17+ best practices and architectural patterns for high-quality Spring Boot microservices.
API Contract Manager
Standardizes API protocols, request/response structures, and compatibility constraints to ensure seamless alignment between frontend and backend teams.
MCP Server Patterns
Builds robust Model Context Protocol (MCP) servers using Node.js and TypeScript with standardized tools, resources, and prompt patterns.
Laravel Architecture Patterns
Implements production-grade Laravel architecture patterns, including service layers, Eloquent optimizations, and API resource management.
Frappe Backend Development
Streamlines the creation of robust server-side logic, controllers, and API integrations for the Frappe Framework.
REST API Design Patterns
Provides standardized conventions and best practices for building consistent, developer-friendly RESTful APIs.
Rust Module Organizer
Standardizes Rust project structure using private modules with public re-exports for clean, maintainable APIs.
Factor of Safety (Robustness Principles)
Builds resilient software systems by implementing intentional capacity margins to handle unpredictable loads, content extremes, and hardware variability.
React Server Runtime
Builds and deploys React Server Components using a high-performance, Vite-powered runtime compatible with Node.js, Bun, and Deno.
UniFi Client Data Integrity
Ensures accurate and resilient UniFi client data retrieval by enforcing validated architectural patterns and fallback logic.
UniFi Integration API Tooling
Guides the implementation of tools for the UniFi Integration API to ensure correct authentication and ID namespace management.
MCP Server Builder
Architects, implements, and optimizes Model Context Protocol (MCP) servers using TypeScript-first patterns for high-performance AI tool integration.
Modern Python 3.13 Specialist
Develops high-performance backends and data pipelines using Python 3.13+, FastAPI, Django, and modern async patterns.
UniFi MCP Resource Integrator
Automates the end-to-end implementation of new UniFi resource types within the Model Context Protocol framework.
UniFi Field Symmetry Migrator
Standardizes UniFi resource domains by aligning list tool outputs with create and update input schemas to prevent silent data loss.
API Endpoint and Serializer Authoring
Streamlines the creation of UniFi API endpoints and mutation serializers with integrated CI gate validation and architectural enforcement.
UniFi MCP Update Tool Implementation
Standardizes the implementation of update tools within UniFi MCP servers using the mandatory fetch-merge-put pattern to prevent data loss.
UniFi API & Resource Extender
Guides the end-to-end implementation of new UniFi resource types across manager, tool, and API layers.
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