---
id: 20260801-T0-11
title: "GuideSkill：将临床指南编译为可执行LLM智能体技能"
title_en: "GuideSkill Compiles Clinical Practice Guidelines into Executable Skills"
url: https://ai.daily.yangsir.net/daily/20260801-T0-11
issue_date: 2026-08-01
publish_date: 2026-07-31T04:00:00.000Z
category: research
source_name: "arXiv cs.AI"
source_url: https://arxiv.org/abs/2607.26160
---

# GuideSkill：将临床指南编译为可执行LLM智能体技能

arXiv新研究引入GuideSkill，用于临床诊断的智能体技能层。不同于LLM仅检索或记住临床指南文本，它把疾病特异性诊断规则编译成可执行的外部推理步骤，减少推理幻觉，提升诊断可解释性。该系统支持审计链路，在临床决策支持中比端到端黑盒输出更具可靠性。

## English Version

**GuideSkill Compiles Clinical Practice Guidelines into Executable Skills**

GuideSkill, from arXiv, adds an external reasoning layer to LLM agents, compiling disease-specific practice guidelines into executable rules. Instead of memorizing or retrieving guideline text, the system executes diagnostic logic stepwise—cutting hallucination and improving audibility. For clinical decision support, this is markedly more trustworthy than black-box generation.

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**来源**：[arXiv cs.AI](https://arxiv.org/abs/2607.26160)

**详情页**：https://ai.daily.yangsir.net/daily/20260801-T0-11

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