ai-analyzer SKILL.md skillA

ai-analyzer from fridrichmethod/awesome-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add fridrichmethod/awesome-skills/ai-analyzer@git:20260517.81511a7

Pins git:20260517.81511a7 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
fridrichmethod/awesome-skills
Path
skills/ai-analyzer/SKILL.md
Versions recorded
1
Latest version
git:20260517.81511a7, committed May 17, 2026
Size
7,394 bytes
Repository stars
15
License
a license file GitHub does not identify

AI驱动的综合健康分析系统,整合多维度健康数据、识别异常模式、预测健康风险、提供个性化建议。支持智能问答和AI健康报告生成。.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# AI健康分析器

基于AI技术的综合健康分析系统,提供智能健康洞察、风险预测和个性化建议。

## 核心功能

### 1. 智能健康分析
- **多维度数据整合**: 整合基础指标、生活方式、心理健康、医疗历史等4类数据源
- **异常模式识别**: 使用CUSUM、Z-score等算法检测异常值和变化点
- **相关性分析**: 计算不同健康指标之间的相关性(皮尔逊、斯皮尔曼)
- **趋势预测**: 基于历史数据进行趋势分析和预测

### 2. 健康风险预测
- **高血压风险**: 基于Framingham风险评分模型
- **糖尿病风险**: 基于ADA糖尿病风险评分标准
- **心血管疾病风险**: 基于ACC/AHA ASCVD指南
- **营养缺乏风险**: 基于RDA达成率和饮食模式分析
- **睡眠障碍风险**: 基于PSQI和睡眠模式分析

### 3. 个性化建议引擎
- **基础个性化**: 基于年龄、性别、BMI、活动水平等静态档案
- **建议分级**: Level 1(一般性)、Level 2(参考性)、Level 3(医疗建议)
- **循证依据**: 基于医学指南和循证医学证据
- **可操作性**: 提供具体、可行的改进建议

### 4. 自然语言交互
- **智能问答**: 支持健康数据查询、趋势分析、相关性查询等
- **上下文理解**: 维护对话历史,支持多轮对话
- **意图识别**: 识别用户查询意图,提供精准回复

### 5. AI健康报告生成
- **综合报告**: 包含所有维度健康数据、AI洞察、风险评估
- **快速摘要**: 关键指标概览、异常警示、主要建议
- **风险评估报告**: 各类疾病风险、风险因素分析、预防措施
- **趋势分析报告**: 多维度趋势、变化点识别、预测分析
- **HTML交互式报告**: ECharts图表、Tailwind CSS样式

## 使用说明

### 触发条件

当用户提到以下场景时,使用此技能:

**通用询问**:
- ✅ "AI分析我的健康状况"
- ✅ "我的健康有什么风险?"
- ✅ "生成AI健康报告"
- ✅ "AI分析所有数据"

**风险预测**:
- ✅ "预测我的高血压风险"
- ✅ "我有糖尿病风险吗?"
- ✅ "评估我的心血管风险"
- ✅ "AI预测健康风险"

**智能问答**:
- ✅ "我的睡眠怎么样?"
- ✅ "运动对我的健康有什么影响?"
- ✅ "我应该如何改善健康状况?"
- ✅ "AI健康助手问答"

**报告生成**:
- ✅ "生成AI健康报告"
- ✅ "创建综合分析报告"
- ✅ "AI风险评估报告"

### 执行步骤

#### 步骤 1: 读取AI配置

```javascript
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add fridrichmethod/awesome-skills/ai-analyzer@sha256:b6c9dcbd2cf8de1c

The line at the top of this page pins the label git:20260517.81511a7, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_izwiortenjvz3jqa.svg)](https://markdownregistry.com/a/art_izwiortenjvz3jqa)

1 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on May 17, 2026.

versioncommittedcommitsizeaudit
git:20260517.81511a7 latest2026-05-17 81511a7 7,394 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (7394 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

fridrichmethod/awesome-skills · 15 stars · license a license file GitHub does not identify · pushed 2026-10-18 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_izwiortenjvz3jqa
GET https://markdownregistry.com/api/v1/resolve?ref=fridrichmethod/awesome-skills/ai-analyzer
GET https://markdownregistry.com/api/v1/blob/b6c9dcbd2cf8de1c87c1be4be9186308b72de4c57ce4e66479ed1ff67208bcfd

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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