Pywen会详细记录智能体的决策过程和工具调用轨迹，包括思维链(Chain-of-Thought)日志和具体操作步骤。这些结构化数据不仅用于调试和行为分析，更为研究人员开展消融实验、改进智能体决策算法提供了可验证的数据基础。通过分析agent_YYYYMMDD_HHMMSS.log等轨迹文件，可系统性研究工具使用效率、任务分解策略等核心问题。
This answer comes from the articlePywen: A Python Command Line AI Assistant Built for Software DevelopmentThe
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