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ai-analyzer

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AI-driven health insights and personalized risk.

Data & Analytics#report-generation#ai-analysis#health-data#risk-prediction#personalized-advice#nlp-chat
Authorhuifer
Version1.0.0
Installs0

System Documentation

What problem does it solve?

AI analytics for health data that identify risk patterns and generate actionable insights, reducing manual analysis time and enabling proactive health management.

Core Features & Use Cases

  • Integrates multi-source health data (profile.json, index.json, fitness-tracker.json, sleep-tracker.json, nutrition-tracker.json, mental-health-tracker.json) to deliver a unified health view.
  • Performs risk predictions for hypertension (Framingham), diabetes (ADA), and cardiovascular disease (ASCVD) and provides multi-level personalized recommendations.
  • Generates AI health reports (text and HTML) and supports natural language Q&A for interactive insights.

Quick Start

Trigger a local analysis by loading data and running the integrated pipeline:

  1. Run analysis: /ai analyze
  2. Generate report: /ai report generate full
  3. Open HTML report: scripts/generate_ai_report.py outputs reports/ai-health-report.html

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: ai-analyzer
Download link: https://github.com/huifer/WellAlly-health/archive/main.zip#ai-analyzer

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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