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The synthetic summary salvage feature created fake summaries from observation data when the AI returned <observation> instead of <summary> tags. This was overengineered — missing a summary is preferable to fabricating one from observation fields that don't map cleanly to summary semantics. Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>