Dynamic Agent Orchestration — Runtime Agent Selection

I will build a dynamic agent orchestration system — where agent selection and assembly is determined at runtime based on the specific task characteristics, rather than using a fixed agent configuration for all tasks. Dynamic orchestration is more resource-efficient and often more effective than static configurations — simple tasks are handled by a single lightweight agent, complex tasks automatically assemble the appropriate specialist team, and the system matches agent capability to task requirements rather than applying the same heavyweight multi-agent configuration regardless of task complexity.

The build covers a task classifier for determining agent configuration, an agent registry of available specialists and their capabilities, dynamic team assembly based on task requirements, execution with the assembled team, and performance tracking for informing routing decisions.