Swift Testing Expert
Guides developers through writing, migrating, and optimizing modern Swift Testing suites with best-practice macros and parallel-safe patterns.
Technical Research & Code Intelligence
Conducts deep technical research by finding real-world code implementations and generating structured documentation.
GitHub Actions Workflow Templates
Generates production-ready GitHub Actions workflows for automated CI/CD, testing, and deployment across diverse tech stacks.
MCP Server Design Patterns
Implements advanced Model Context Protocol (MCP) patterns for server building, authentication, and security hardening.
Multimodal LLM Integration
Integrates advanced vision, audio, and video generation capabilities into AI applications using industry-leading multimodal models and production-ready patterns.
Python Backend Patterns
Builds high-performance, asynchronous Python services using FastAPI, SQLAlchemy 2.0, and modern asyncio patterns.
Golden Dataset Manager
Manages the complete lifecycle of high-quality evaluation datasets for AI and ML models through automated curation, validation, and versioning.
Scope-Appropriate Architecture
Right-sizes architectural patterns to project scale to prevent over-engineering and maximize development velocity.
Monitoring & Observability
Implements comprehensive infrastructure monitoring, LLM tracing, and drift detection patterns to ensure production-grade system reliability.
Testing Patterns Hub
Redirects to specialized testing sub-skills for unit, E2E, integration, LLM, and performance testing automation.