Unverified50% confidenceSolutionExact time

PXPipe采用分层记忆策略：最近对话保持纯文本，系统提示词和工具定义转换为图片，历史记录折叠归档为图片

1

Sources

50%

Confidence

Medium-term (~90 days)

Relevance

7/15/2026

First Seen

Valid until: 10/13/2026(expired)

Sources

Render Code as Images and Send to Claude — Cut API Costs by 70%

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Unverified校准风格漂移的策略包括定期重新上传原始风格参考图、提示词中重复强调关键风格特征、将长会话拆分为多个短会话65% similar Unverified实际开发中通常在存储长期记忆前让大模型对对话做总结摘要，提炼核心信息后再持久化，以节省空间并提高检索精确度64% similar UnverifiedWriting specifications as structured documents is essentially replacing uncertain memory recall with deterministic text injection.63% similar

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