Agent skill

Family Health Analyzer

by huifer in huifer/WellAlly-health

“分析家族病史、评估遗传风险、识别家庭健康模式、提供个性化预防建议”

— description from SKILL.md by huifer
MITAuto-check passedProductivity & Automation

Install Family Health Analyzer

skills CLI
$ npx skills add huifer/WellAlly-health --skill family-health-analyzer -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install huifer/WellAlly-health family-health-analyzer --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/huifer/WellAlly-health.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/family-health-analyzer .claude/skills/family-health-analyzer && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
family-health-analyzer
GitHub stars
960
Used in
5 other repos
Token cost
~394 tokens
SKILL.md length
105 words
Files
1
Skills in repo
15
Repo updated
First seen
Licence
MIT

At a glance

  • Works in 2 steps: 主数据文件: data/family-health-tracker.json → 集成模块数据
  • SKILL.md covers 技能概述, 触发条件, 分析步骤 and 安全原则, plus 1 more section
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

About this skill

Family Health Analyzer is a skill in huifer/WellAlly-health (960 stars). Its SKILL.md is about 394 tokens, and copies of it appear in 5 other owners' repositories. Licence: MIT.

Requirements

  • Pre-approved tools (allowed-tools): Read, Write, Grep, Glob

Workflow steps

2 steps, taken from the first numbered list in SKILL.md.

  1. 主数据文件: data/family-health-tracker.json
  2. 集成模块数据

What it can do on your machine

Read from SKILL.md and the folder at commit f604350. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • Read
    • Write
    • Grep
    • Glob

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are python and json).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Family Health Analyzer loads about 394 tokens when it runs. Until then it costs about 14 tokens; SKILL.md has 105 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~14
When it runs · the whole SKILL.md, loaded when a task matches
~394

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from huifer/WellAlly-health at commit f604350, republished under its MIT licence (© huifer). 105 words, ~394 tokens.

Download SKILL.mdSave it as .claude/skills/family-health-analyzer/SKILL.md (or your agent's skills folder).
name
family-health-analyzer
description
分析家族病史、评估遗传风险、识别家庭健康模式、提供个性化预防建议
allowed-tools
Read, Write, Grep, Glob

家庭健康分析技能

技能概述

本技能提供家庭健康数据的深度分析,包括:

  • 遗传风险评估
  • 家族疾病模式识别
  • 家庭共同问题分析
  • 个性化预防建议
  • 可视化报告生成

触发条件

当用户请求以下内容时,使用此技能:

  • "家庭健康报告"
  • "家族病史分析"
  • "遗传风险评估"
  • "家庭健康趋势"
  • 执行 /family report 命令
  • 执行 /family risk 命令

分析步骤

步骤1: 确定分析目标

识别用户请求类型:

  • 家族病史分析
  • 遗传风险评估
  • 家庭健康趋势
  • 家庭健康报告
步骤2: 读取家庭数据

数据源:

  1. 主数据文件: data/family-health-tracker.json
  2. 集成模块数据:
    • data/hypertension-tracker.json
    • data/diabetes-tracker.json
    • data/profile.json
步骤3: 数据验证与清洗

验证项目:

  • 关系完整性
  • 年龄合理性
  • 数据一致性
步骤4: 遗传模式识别

识别算法:

  1. 家族聚集性分析
  2. 遗传模式识别
  3. 早发病例识别(通常<50岁)
步骤5: 风险计算算法

加权计算:

python
遗传风险评分 = (一级亲属患病数 × 0.4) +
              (早发病例数 × 0.3) +
              (家族聚集度 × 0.3)

风险等级:
- 高风险: ≥70%
- 中风险: 40%-69%
- 低风险: <40%
步骤6: 生成预防建议

建议分类:

  • 筛查建议:定期检查项目
  • 生活方式建议:饮食、运动、作息
  • 就医建议:何时就医、咨询专科

示例:

json
{
  "category": "screening",
  "action": "定期血压监测",
  "frequency": "每周3次",
  "start_age": 35,
  "priority": "high"
}
步骤7: 生成可视化报告

HTML报告组件:

  1. 家谱树(ECharts树图)
  2. 遗传风险热力图
  3. 疾病分布饼图
  4. 预防建议时间线
步骤8: 输出结果

输出格式:

  1. 文本报告(简洁版):命令行输出
  2. HTML报告(完整版):可视化图表

安全原则

医学安全边界
  • ✅ 仅基于家族病史进行统计分析
  • ✅ 提供预防建议和筛查提醒
  • ✅ 明确标注不确定性
  • ❌ 不进行遗传疾病诊断
  • ❌ 不预测个体发病概率
  • ❌ 不推荐具体治疗方案
免责声明

每次分析输出必须包含:

⚠️ 免责声明:
1. 本分析基于家族病史统计,仅供参考
2. 遗传风险评估不预测个体发病
3. 所有医疗决策请咨询专业医师
4. 遗传咨询建议咨询专业遗传咨询师

集成现有模块

  • 读取高血压管理数据
  • 读取糖尿病管理数据
  • 关联用药记录

技能版本: v1.0 最后更新: 2025-01-08 维护者: WellAlly Tech

© huifer, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in skills/family-health-analyzer of huifer/WellAlly-health.

Open the folder on GitHubat commit f604350

Used in 5 other repositories

We found 15 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 5 other GitHub owners. This page covers the copy in huifer/WellAlly-health, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Family Health Analyzer next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Family Health Analyzer compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Family Health Analyzer this skillhuifer/WellAlly-health9605 repos~394Automated safety check: PassMIT
Coachfelixrieseberg/claude-coach1991 repos~4.9kAutomated safety check: PassMIT
Master Ajahn Chahxr843/Master-skill4471 repos~2kAutomated safety check: PassCC-BY-NC-SA-4.0
GhealthGoogle-Health-API/google-health-cli266—~2.3kAutomated safety check: PassApache-2.0
Crisis Detection Intervention AIcuriositech/some_claude_skills2442 repos~3.8kAutomated safety check: PassMIT
Section 11CrankAddict/section-11156—~5.2kAutomated safety check: PassMIT

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  • Health Trend Analyzer

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Questions about Family Health Analyzer

How do I install Family Health Analyzer in Claude Code?

Run `npx skills add huifer/WellAlly-health --skill family-health-analyzer -a claude-code`. Or copy the skill folder (skills/family-health-analyzer in huifer/WellAlly-health) into .claude/skills/family-health-analyzer in your project. Claude Code loads it when a task matches its description.

How do I install Family Health Analyzer in Codex?

Run `npx skills add huifer/WellAlly-health --skill family-health-analyzer -a codex`. Or copy the skill folder (skills/family-health-analyzer in huifer/WellAlly-health) into .agents/skills/family-health-analyzer in your project. Codex loads it when a task matches its description.

Can I use Family Health Analyzer in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add huifer/WellAlly-health --skill family-health-analyzer -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/family-health-analyzer, .gemini/skills/family-health-analyzer, .github/skills/family-health-analyzer and .opencode/skills/family-health-analyzer in your project.

What does Family Health Analyzer need to run?

SKILL.md names no scripts, command-line tools or credentials: Family Health Analyzer is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Write, Grep, Glob.

Does Family Health Analyzer access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Family Health Analyzer safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Family Health Analyzer use?

Family Health Analyzer is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Family Health Analyzer use?

About 394 tokens (SKILL.md is roughly 1.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Family Health Analyzer?

Skills that share tags, products or a category with Family Health Analyzer: Coach (felixrieseberg/claude-coach, 199 stars), Master Ajahn Chah (xr843/Master-skill, 447 stars), Ghealth (Google-Health-API/google-health-cli, 266 stars) and Crisis Detection Intervention AI (curiositech/some_claude_skills, 244 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Family Health Analyzer?

huifer (a GitHub user) maintains it in huifer/WellAlly-health, which has 960 GitHub stars. The repository holds 15 skills in this directory. The repository was last updated on July 16, 2026.

Source: huifer/WellAlly-health on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.