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Summary: - The branch adds thinking-signature replay-invalid classification, retries matching terminal stream-error eve ... output, preserves static fallback model params, and updates related tests including a Copilot hook fixture. - PR surface: Source +57, Tests +177. Total +234 across 6 files. - Reproducibility: yes. for the classifier boundary: current main lacks a thinking-signature replay-invalid ma ... ort supplies the exact provider error payload. The time-dependent live expiry path was not reproduced here. Automerge notes: - PR branch already contained follow-up commit before automerge: fix(agents): classify expired thinking signatures - PR branch already contained follow-up commit before automerge: fix(agents): recover thinking signature stream errors - PR branch already contained follow-up commit before automerge: fix(agents): recover expired thinking signatures - PR branch already contained follow-up commit before automerge: fix(clawsweeper): address review for automerge-openclaw-openclaw-8807… Validation: - ClawSweeper review passed for headb65f2b8bda. - Required merge gates passed before the squash merge. Prepared head SHA:b65f2b8bdaReview: https://github.com/openclaw/openclaw/pull/88340#issuecomment-4582955790 Co-authored-by: Bryan Tegomoh <bryan.tegomoh@gmail.com> Co-authored-by: clawsweeper <274271284+clawsweeper[bot]@users.noreply.github.com> Co-authored-by: clawsweeper[bot] <274271284+clawsweeper[bot]@users.noreply.github.com> Approved-by: takhoffman Co-authored-by: takhoffman <781889+takhoffman@users.noreply.github.com>