- Implement a lightweight plugin loader to auto-discover agent classes from a agents_custom/ folder using importlib. - Enforce inheritance from a common BaseAgent interface for all custom agents. - Auto-register discovered agents at runtime; no manual imports required. - Provide a sample custom agent and minimal test to validate the plugin mechanism.