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@rohanpaul_ai· @rohanpaul_ai · X·· 2026-08-23AI 评分43
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论文《@skills: Attention is all you have》指出,当前给智能体装技能必须常驻系统提示词,每个技能的描述固定占用 50 到 280 tokens,而单个智能体可靠触发的技能不足 100 个,目前却有 56,804 个已发布技能在争夺这些位置。作者建议只把必须自动触发的少数技能留在提示词中,其余技能改为按名称调用。

正文

Agents shouldn't pay rent for skills they rarely use.

Right now, the only way to give an agent a skill is to install it, and installing means its description sits in your system prompt on every message forever.

This paper measures that standing cost at 50 to 280 tokens per skill.

It also argues that fewer than a hundred skills can fire reliably in one agent.

There are 56,804 published skills bidding for those slots.

So the proposed fix is reserve the prompt for the few skills that must fire without you thinking about it, and reach for everything else by name.

– arxiv. org/abs/2608.12610

Title: "@ skills: Attention is all you have"

来源:@rohanpaul_ai · x.com