# Search Knowledge

> Search patient-facing health education content: lay explanations of what a disease is, typical symptoms, and everyday prevention. Use ONLY when a general explanation is what's needed. Does NOT cover treatment standards, drug safety or dosing - use clinical_guideline for anything that must rest on an authoritative recommendation.

- Skill: `zhuangwenhui/search-knowledge` (Agent Skill, multi-file: 2 files)
- Install (CLI): `npx skillmds@latest add zhuangwenhui/search-knowledge`
- Raw SKILL.md: https://api.skillmd.com/api/skills/zhuangwenhui/search-knowledge/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- Author: zhuangwenhui (https://skillmd.com/u/zhuangwenhui)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/zhuangwenhui/search-knowledge

---


# Search Medical Knowledge (搜索科普知识)

检索面向患者的通识科普内容。只搜科普层（`health_topic`），指南层走
`clinical_guideline`，两者按证据层级划分、互不重叠。

## When to Use

- 用户问"高血压是什么""糖尿病有哪些症状"
- 需要通俗解释、日常预防常识
- 简单单步查询，不需要权威推荐背书

## 何时不要用

- 涉及用药、剂量、处置决策，或孕产/儿童/急症 —— 用 `clinical_guideline`
- 需要 PubMed 文献综述 —— 用 `deep_research`

## 底层实现

Milvus 检索，`filter_type="health_topic"`（语料 2576 块）。速度 <1 秒。

## 调用方式

```bash
/search-knowledge 高血压的治疗方法
```

## 返回格式

```json
{
  "answer": "格式化的知识库检索结果",
  "total_found": 3,
  "query": "高血压的治疗方法"
}
```