Automatic LLM Task Classification and Routing

Summary

This skill automatically classifies incoming tasks using a multi-layer heuristic chain, falling back to local or commercial LLMs for robust intent detection. It then routes the task to the optimal specialized LLM and selects the appropriate model tier based on complexity and resource constraints.