Unverified50% confidenceOpinionExact time
The division-of-labor model in which small models act as skill writers and large models act as skill executors can provide cost optimization ideas for multi-agent systems.
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8/31/2026
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UnverifiedWhen designing a teacher-student architecture, using a small model for knowledge distillation and skill extraction while using a large model for actual execution may be a more optimal cost-performance combination.80% similarUnverifiedA heterogeneous agent orchestration architecture can have high-capability models handle task decomposition and quality evaluation while low-cost models handle parallel execution, striking a balance between quality and cost.79% similarUnverifiedSkills范式通过系统提示词和结构化指令将专业方法论嵌入Agent决策框架，优势在于门槛低、可版本控制、易于社区协作，无需额外模型训练成本77% similarUnverifiedThe tool has a built-in intelligent model scheduling mechanism that uses lightweight models for simple questions and automatically switches to more powerful models for complex tasks.77% similarUnverifiedThe Skill mechanism uses on-demand loading: it first sends the metadata of all Skills to the large model, and after the large model selects the matching Skill, the full instructions are loaded.75% similar
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