Unverified50% confidenceSolutionExact time
The first recommendation in the playbook is to clearly define the completion state (finish line) of a task in order to reduce the model's unnecessary work and over-engineering.
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50%
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Long-term
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10/4/2026
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Related Claims
UnverifiedThese playbook recommendations are essentially empirical stopgaps; prompt engineering can only alleviate, not fundamentally solve, the stability issues of long tasks.71% similarUnverifiedSimple tasks test the model's execution capability, while complex tasks test the system's planning and coordination capability.71% similarUnverified为日常琐碎任务配置关闭推理的快速模型，为复杂架构设计任务配置开启推理的深度模型，可实现效率和质量的平衡71% similarUnverifiedSKILL.md 中显式描述工作流可以将模型行为锁定在可预期的执行路径上，提升任务完成质量70% similarUnverifiedLong-horizon tasks require models to continuously plan, decompose subtasks, invoke tools, process intermediate results, and deliver complete runnable artifacts, making them an important dimension for distinguishing models' actual engineering capabilities.70% similar
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