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Summary: - The PR changes sherpa-onnx CLI audio parsing so structured JSON with an empty `text` field becomes no transcript, while preserving non-empty JSON extraction and adding direct plus auto-detect regression coverage. - Reproducibility: yes. Source inspection on current main shows empty sherpa structured JSON misses extraction ... scord voice can skip empty transcripts; I did not run a live Discord reproduction in this read-only review. Automerge notes: - PR branch already contained follow-up commit before automerge: Fix stale CI guardrails for sherpa transcript PR - PR branch already contained follow-up commit before automerge: Skip empty sherpa structured transcripts Validation: - ClawSweeper review passed for headac03171cfc. - Required merge gates passed before the squash merge. Prepared head SHA:ac03171cfcReview: https://github.com/openclaw/openclaw/pull/84667#issuecomment-4501484167 Co-authored-by: Andy Ye <35905412+TurboTheTurtle@users.noreply.github.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>