Unverified50% confidenceTradeoffExact time
A stable toolset causes unused tools to occupy context space and may induce the model to execute tasks directly without reading the skill instructions (activation failure).
1
Sources
50%
Confidence
Long-term
Relevance
9/25/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe in-tool self-validation approach makes tools more independent, but tends to result in permission logic that is scattered, difficult to maintain, and prone to omissions.76% similarUnverifiedThe root cause of tool overload lies in the lack of systematic workflow design, not in the tools themselves being insufficiently powerful.74% similarUnverified语义层与执行层的割裂是业务Skill失效的根本原因,语义层描述模糊会导致Agent从不调用或错误场景频繁触发该Skill74% similarUnverifiedA single large language model agent is prone to losing context, unable to autonomously invoke external tools, and lacks task decomposition and self-verification capabilities when handling long-chain, cross-tool, multi-step tasks.73% similarUnverifiedAs long as the model is allowed to perform unbounded self-orchestration at runtime, it is necessarily possible to construct a Skill that cannot be reduced to a workflow.73% similar
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