Python Engineering Specialist Routing

About

This meta-skill acts as an intelligent triage system for Python engineering, ensuring developers get the most precise expert guidance for their specific challenges. Instead of providing generic advice, it analyzes symptoms such as MyPy errors, slow Pandas operations, or async/await issues to route tasks to specialized specialists for modern syntax, project tooling, systematic delinting, and high-performance computing. It enforces a diagnosis-first methodology, prioritizing profiling before optimization and proper project setup before implementation to ensure robust, production-grade Python codebases.

Key Features

• Symptom-based routing for type hints, linting, and testing
• Diagnosis-first methodology for performance and profiling
• Strategic guidance for project structure and dependency management
• Specialized triage for async concurrency and scientific computing
• Workflow integration for ML experiment tracking and reproducibility
• 5 GitHub stars

Use Cases

• Triaging and resolving high volumes of MyPy errors or linting warnings in legacy code
• Determining the correct architectural approach for new Python projects or ML pipelines
• Identifying the root cause of performance bottlenecks before implementing optimization strategies