Analyze Family Health History and Risks
Analyzes family health data to identify hereditary disease patterns, calculate genetic risk scores, and generate personalized prevention recommendations with
Why it matters
Analyze complex family health data to identify genetic risks, disease patterns, and generate personalized prevention strategies. This skill provides comprehensive reports and visualizations for informed health decisions.
Outcomes
What it gets done
Analyze family medical history for genetic predispositions.
Identify patterns of hereditary diseases within families.
Calculate weighted genetic risk scores and assign risk levels.
Generate personalized screening and lifestyle recommendations.
Install
Add it to your toolbox
Run in your project directory:
curl -fsSL https://spark.entire.vc/get/ag-family-health-analyzer | bash Capabilities
What this skill does
Pulls structured data fields from unstructured text.
Condenses long documents or threads into key takeaways.
Writes and executes SQL or NoSQL queries on databases.
Writes source code or scripts from a description.
Overview
家庭健康分析技能
What it does
A family health analysis engine that processes multi-member health data to identify hereditary patterns and calculate genetic risk scores using a weighted algorithm. It reads from structured JSON data files, validates relationships and age consistency, identifies disease clustering, and generates both text summaries and HTML visualization reports. The skill integrates with existing hypertension and diabetes tracking modules and outputs screening recommendations categorized by priority, frequency, and recommended start age.
How it connects
Use this skill when your task involves analyzing family medical history across multiple relatives, assessing hereditary disease risks, identifying familial disease clustering, or generating family health reports. Trigger it for requests like 'family health report,' 'genetic risk assessment,' 'family disease patterns,' or when executing `/family report` or `/family risk` commands. The skill is designed for family-level health trend analysis, not individual diagnosis or treatment planning.
Discussion
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