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design-loop-state
为跨轮次、跨上下文和并行智能体 Loop 设计持久状态、项目记忆、尝试日志、检查点、检索、过期、恢复和并发控制。用于 Ralph/目标驱动循环、隔日续跑、重复失败、记忆污染或多工作项协调;不把完整聊天记录当作状态。
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