chenxin 5f36e3785c M2b：导入改造产出可审阅灵胚（启镜物化世谱）与组装管线（符文展开/火候进入 IR），Kernel 打通采样参数链路

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agent

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planning

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tool_runtime

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__init__.py

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big_cycle.py

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imports.py

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reflection.py

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skill_executor.py

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