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* fix(runtime): present outputs before a loop wrap-up and explain step-limit stops Loop-detection warnings now ask the agent to present the files it already created in /mnt/user-data/outputs before its final answer, when present_files is available. A run that exhausts recursion_limit now ends with stop_reason recursion_capped and a plain message that lists outputs it created but did not present. An active goal stands down without an evaluator call. The /wait error envelope keeps the GraphRecursionError name, and IM channels reply with the step-limit message instead of a generic failure. * docs(changelog): note run-end delivery and step-limit stops (#7588) * test(runtime): stop pinning LangGraph's step count in the step-limit test The produced paths and the message already follow the observed model calls, so the exact count only pinned LangGraph's per-step accounting. Also note on the step-limit goal branch that its caller passes no evaluator factory, so it has to stay ahead of the evaluator section. --------- Co-authored-by: Totoro-qaq <279883115+Totoro-qaq@users.noreply.github.com> Co-authored-by: Willem Jiang <willem.jiang@gmail.com>