On prompt-too-long retries, drop the oldest API-round groups first and inject a synthetic user preamble when needed so the summarize request stays valid.
On prompt-too-long retries, drop the oldest API-round groups first and inject a synthetic user preamble when needed so the summarize request stays valid.
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