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langgraph_dev/http.py - _compatible_checkpoint/_history_admission 支持带锚点准入：以承载 __interrupt__ 的检查点 为父状态读取并校验中断标识；payload 保留锚点作为父状态 - 不带锚点时行为与原来完全一致（兼容性只靠这一条） middleware/dynamic_review.py - _abort_requested/_finish_turn + hook_config(can_jump_to=["end"])：在库消费中断后结束本轮 （工具不执行、不再发起模型调用）；无标记时完全休眠 随本批一并落定（早前改动）：EvoScientist.py / workspace_scope.py 的 HITL 装配收敛与工作区范围， 以及对应测试调整。