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track_progress only fires on opened, synchronize, ready_for_review and reopened. The approval gate depends on `labeled`, which is none of them, so the action refused the run outright rather than falling back to the log. The review is written to review.md and posted by a final step that runs no model and reads one file. That adds Write to the allowlist, which costs nothing: there is still no Bash, so still no curl, and the runner is discarded after the comment goes out. Co-authored-by: l0ng-ai <24760907+l0ng-ai@users.noreply.github.com>