Unverified50% confidenceTradeoffExact time
The cost of "files as skills" is that skills cannot contain complex runtime logic, and execution capability is limited by the model's own reasoning and tool-calling abilities.
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50%
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Long-term
Relevance
10/13/2026
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Related Claims
UnverifiedWhen a skill description is so detailed that it contains all the information needed to complete a task, the model will skip the skill-calling step.74% similarUnverifiedThe article proposes that Skills should be designed according to test workflows, and that the value of a Skill lies not in quantity but in whether it covers a complete workflow closed loop.74% similarVerifiedReasoning intensity and task complexity are not linearly correlated; for tasks with clear structure, the Low or Medium level is often already sufficient to reach the upper limit of the model's capabilities.70% similarUnverifiedApplications generated from a single sentence have a natural upper limit in complexity and reliability; they may suffice for simple tools but quality is hard to guarantee for complex business logic.69% similarUnverifiedIf execution success rate is high but task success rate is low, the problem lies in reasoning, planning, or understanding of user intent, rather than the stability of the tool chain.69% similar
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