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When every chat() call in a drain batch threw, runBatch mapped only atoms_extracted/duplicates_skipped (both 0), the loop stopped 'no_progress', and the Minion handler completed the durable job over an untouched backlog. Derive providerFailure from the phase result (failures > 0 and zero items processed), surface status 'provider_failure', and throw in the handler so the queue's retry policy applies; autopilot submits with max_attempts 3 instead of 1. Partial success unchanged. Takeover of #3248. Co-authored-by: Masashi-Ono0611 <Masashi-Ono0611@users.noreply.github.com> Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>