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Apple Health Analysis

Category: Science & Research  ·  Sub-category: biology-medicine  ·  Last updated:
type:review
Clinical-grade deep analysis of Apple Health export data. Parses the XML from iPhone's Health app export and produces a comprehensive clinical-quality health assessment report using 20+ peer-reviewed statistical methods including Granger Causality, Transfer Entropy, Convergent Cross Mapping, Sample Entropy, DFA, Cosinor analysis, Kovatchev glucose risk indices, Bayesian change-point detection, and biological age estimation. Use this skill whenever the user mentions Apple Health data, health export, health XML, CGM data, wants to analyze their fitness/sleep/heart rate/glucose/weight trends, or has an `apple_health_export` directory in their project. Also trigger when the user asks about health data analysis, wearable data analysis, or wants insights from their Apple Watch or iPhone health data. Even if they just say "analyze my health" or "look at my health data" and there's an Apple Health export nearby, use this skill. Trigger on Chinese equivalents too: "分析健康数据", "健康报告", "Apple Watch 数据".

From the source SKILL.md

This skill produces a comprehensive health assessment report at the standard of a top-tier academic medical center. It applies 20+ peer-reviewed statistical methods to Apple Health export data, contextualizes every finding against evidence-based clinical reference ranges, grades the confidence of each conclusion, and handles missing or insufficient data transparently.

What this skill does

Apple Health Analysis is a community-contributed Claude Code skill in the biology-medicine sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/apple-health-analysis/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Apple Health Analysis Claude Code skill is built for researchers, data scientists, academics, and analysts working with complex data and scientific literature. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 93,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/apple-health-analysis
curl -L https://claudskills.com/skills/apple-health-analysis/SKILL.md \
  -o ~/.claude/skills/apple-health-analysis/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/apple-health-analysis/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/apple-health-analysis/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\apple-health-analysis\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Telegram

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

Frequently asked questions

How do I install the Apple Health Analysis Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/apple-health-analysis/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Apple Health Analysis skill do?
Clinical-grade deep analysis of Apple Health export data. Parses the XML from iPhone's Health app export and produces a comprehensive clinical-quality health assessment report using 20+ peer-reviewed statistical methods including Granger Causality, Transfer Entropy, Convergent Cross Mapping, Sample Entropy, DFA, Cosinor analysis, Kovatchev glucose risk indices, Bayesian change-point detection, and biological age estimation. Use this skill whenever the user mentions Apple Health data, health export, health XML, CGM data, wants to analyze their fitness/sleep/heart rate/glucose/weight trends, or has an `apple_health_export` directory in their project. Also trigger when the user asks about health data analysis, wearable data analysis, or wants insights from their Apple Watch or iPhone health data. Even if they just say "analyze my health" or "look at my health data" and there's an Apple Health export nearby, use this skill. Trigger on Chinese equivalents too: "分析健康数据", "健康报告", "Apple Watch 数据".
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the Apple Health Analysis skill?
Use Apple Health Analysis when your Claude Code task falls under the Science & Research category — specifically in the biology medicine area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Apple Health Analysis" or describe the task and let Claude pick). Browse related skills at /category/science/.
What is a Claude Code skill and how does the Apple Health Analysis skill fit in?
A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Apple Health Analysis is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Science & Research category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
labrinyang. (2026). Apple Health Analysis [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/apple-health-analysis/
BibTeX
@misc{apple-health-analysis-2026,
  author    = {labrinyang},
  title     = {Apple Health Analysis [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/apple-health-analysis/}
}

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