Each conversation below is from real supplier transcript fixtures. Tool calls are generated live by Gemini 3.1 Pro with the hardened dyn-v4 prompt and tool-calling instruction block. Tools fire once per new fact — no re-logging. Summary signals are emitted by a separate LLM-based summary agent after each conversation.