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An estimator whose session ends without emitting canonical output fails with worker-internal-error. Unlike the implementer, the estimator has no escalation path (it runs pre-tier) and no salvage (it produces no git artifact) — so a flaky estimator session just re-enqueues, with nothing to stop it. Run-2 burned 174 consecutive estimator worker-internal-error attempts on one PR. After _ESTIMATOR_WORKER_ERROR_LIMIT (3) such failures the workflow now STUCKs for operator attention via estimator_failed_twice — symmetric with the implementer worker-error escalation cap. - outcomes.py: the cap + the prior_estimator_worker_errors param. - tick.py: _count_prior_estimator_worker_errors (per-workflow count; the estimator runs pre-tier, so tier is not a meaningful axis). - state_machine.py: estimator_failed_twice description corrected — the event had no emitter before this; strict-parse failures route via contract-violation -> pickup_exhausted, not this event. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>