LLM run cost control

Microsoft's Agent Harness ends an autonomous run when the model types RESEARCH_COMPLETE

One extension method turns an IChatClient into a bounded agent loop with tool approval and history persistence already wired. The default exit condition is an exact marker string the model has to emit.