AI Health Analyzer

by huifer

AI Health Analyzer is an AI Engineering skill for Claude Code, published by huifer in WellAlly-health.

932 stars121 forkson huifer/WellAlly-healthAdded 2026/08/22Repository updated 2026/07/16

View source on GitHub Download repo ZIP

claudeclaude-codehealthhealth-data

Install in seconds

Install AI Health Analyzer

Copy AI Health Analyzer into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit https://github.com/huifer/WellAlly-health/tree/main/skills/ai-analyzer ~/.claude/skills/ai-analyzer

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/huifer/WellAlly-health.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: skills/ai-analyzer/SKILL.md in huifer/WellAlly-health
Installs to: ~/.claude/skills/ai-analyzer
Collection: One of 19 skills cataloged from this repository
Category: AI Engineering — 2451 skills

What AI Health Analyzer does

AI Health Analyzer combines health data, detects anomalies and trends, and estimates risks from multiple dimensions. Use it to generate health reports, answer questions, and get personalized suggestions.

AI Health Analyzer is cataloged under AI Engineering on DirSkills. AI Health Analyzer comes from a repository tagged claude, claude-code, health and health-data.

Documentation

README

Excerpt

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

This is the opening of the README. Read the full README on GitHub.

Commands AI Health Analyzer provides

Slash commands named in this skill’s SKILL.md, listed in the order they first appear.

/ai

Frequently asked about AI Health Analyzer

What else does huifer publish alongside AI Health Analyzer?
AI Health Analyzer is one of 19 skills that DirSkills catalogs from huifer/WellAlly-health, the repository it ships in. Its siblings there include Emergency Card, Family Health Analyzer and Fitness Analyzer. Each one is a separate skill with its own page in this directory, installs the same way AI Health Analyzer does, and is maintained by huifer in that same repository. The rest of the collection is listed on the huifer/WellAlly-health page.
How does AI Health Analyzer compare to other AI Engineering skills?
AI Health Analyzer ranks #1465 by stars among the 2451 AI Engineering skills in this catalog. The most-starred ones next to it are Architecture Decision Records, AI-First Engineering and Agentic OS. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of AI Health Analyzer against them. Open each page to compare what they document and how they install.