Unverified50% confidenceOpinionExact time
The three-layer structure of progressive disclosure (description → instructions → resources) can significantly reduce context window usage and reduce the "instruction conflicts" caused by the full instructions of multiple Skills being present at the same time.
1
Sources
50%
Confidence
Long-term
Relevance
10/14/2026
First Seen
Sources
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Related Claims
UnverifiedThe description of every Skill permanently occupies limited context window space, and overly long descriptions crowd out the space the agent needs to understand code and generate replies, actually degrading output quality.74% similarUnverifiedPhased prompting significantly reduces the probability of final output deviating from expectations by splitting tasks into three stages: understanding, planning, and execution.71% similarUnverifiedContext compression causes previously injected system prompts and custom skill instructions to be diluted or even lost, leading to model behavior drift that requires reloading.70% similarUnverifiedAs the number of multi-turn conversation rounds increases, the context window becomes occupied by preceding dialogue, the signal strength of citation instructions in the prompt relatively weakens, and citation quality may undergo systematic degradation.70% similarUnverified结构化、类型强约束的工具响应可以显著降低模型在解析阶段产生误解的概率69% similar
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