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What each iteration is allowed to remember.
A loop that re-sends every prior episode grows its own prompt without bound and bills accordingly; a loop that sends nothing produces the byte-identical prompt it already failed with. Neither is acceptable for a run measured in weeks, so each iteration is compressed to a summary and only the last few summaries are carried forward.