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report_preference searched one constant string when a task closed and handed matches back as update_task's reply_preferences. Milestone 500 step 3 delivers the reply shapes and the preferences mounted beside them on the moments, so the arm goes, whole (rule 22): - services/reply_preferences.py, the REPORT_PREFERENCE RuleArm, its re-scorer and corpus entries, and the REPORTPREF constants - update_task's reply_preferences block and its cue; the docstring now points at moment_rules - the fixed_query field and the fixed_query_never_clears warning: this arm was the only one that set it, so the concept and the cannot_decline exemption go with it - the two Settings fields for its floor and budget - migration 0121 deletes its rows (logs, judgments, rule-usage events, tuning history, settings keys), operator-approved 2026-10-09. Without it the readout would call the source unregistered and its surfacings would count as ambient. The unindexed rule_usage delete is bounded by created_at. #5496 (step 4 of milestone 500). Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>