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这套思路对强模型和弱模型的价值不同。强模型通常能靠自身能力绕过一些环境错误和执行偏差，但代价是更多token、更多工具调用和更长耗时。弱模型、本地模型和开源模型更依赖系统层补偿：路径要更明确，依赖要提前处理，输出格式要被约束，复杂流程要拆成它能稳定执 ...