continuum-agent

Build BaseAgent instances and run them with AgentRunner — covers fields, lifecycle hooks, structured outputs, ReAct mode, instruction modifiers, and the full execution flow. Invoke when the user asks "create an agent", "configure max_turns", "add lifecycle hooks", "structured output with Pydantic", or anything around the core agent abstraction.