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Health & Fitness @odrobnik Updated 2/26/2026

📈 Who Growth Charts OpenClaw Skill - ClawHub

Do you want your AI agent to automate Who Growth Charts workflows? This free skill from ClawHub helps with health & fitness tasks without building custom tools from scratch.

What this skill does

Generate WHO child growth charts (height, weight, BMI) with percentile curves. Downloads official WHO reference data on demand. Use when users ask about child growth tracking, percentiles, or want growth charts for their kids.

Install

npx clawhub@latest install who-growth-charts

Full SKILL.md

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nameversiondescriptionhomepage
who-growth-charts1.2.1Generate WHO child growth charts (height, weight, BMI) with percentile curves. Downloads official WHO reference data on demand. Use when users ask about child growth tracking, percentiles, or want growth charts for their kids.https://github.com/odrobnik/who-growth-charts-skill

Generate WHO Child Growth Standards charts with percentile curves and child data overlay.

Features

  • Height-for-age (0-19 years)
  • Weight-for-age (0-10 years)
  • BMI-for-age (0-19 years)
  • Supports boys and girls
  • Downloads WHO data on demand from cdn.who.int (cached locally)
  • Overlays child's actual measurements with trend line

Examples

Height Weight BMI
<img src="examples/anna_height.png" width="250"> <img src="examples/anna_weight.png" width="250"> <img src="examples/anna_bmi.png" width="250">

Prerequisites

Install Python dependencies:

pip install pandas matplotlib scipy openpyxl

Usage

Basic Chart Generation

python3 ./scripts/growth_chart.py "Child Name" "DD.MM.YYYY" --sex F --type all

Arguments:

  • name: Child's name (used in chart title)
  • birthdate: Date of birth in DD.MM.YYYY format
  • --sex / -s: F (female) or M (male) — default: F
  • --type / -t: height, weight, bmi, or all — default: all
  • --data / -d: JSON file with measurement data
  • --output / -o: Output directory for charts

With Measurement Data

Create a JSON file with height/weight measurements (heights in meters, weights in kg):

{
  "heights": [ ["2024-01-15T10:00:00", 1.05] ],
  "weights": [ ["2024-01-15T10:00:00", 17.5] ]
}
python3 ./scripts/growth_chart.py "Emma" "06.07.2016" --sex F --data emma_data.json --type all

Integration with Withings

Combine with withings-family skill to fetch weight data automatically:

# Get Withings weight data (assuming withings-family skill is installed)
python3 ../withings-family/scripts/withings.py emma body > /tmp/withings.json

# Parse and generate charts
# (The growth chart script handles Withings JSON format if implemented, otherwise transform it)

Output

By default, charts and cache are written to:

  • <workspace>/who-growth-charts/
  • <workspace>/who-growth-charts/cache/

Where <workspace> is the folder that contains your skills/ directory (the script finds it automatically; it also prefers the current working directory if it looks like a workspace, which makes symlinked workspaces behave correctly).

You can override workspace discovery with WHO_GROWTH_CHARTS_WORKSPACE=/path/to/workspace.

Original URL: https://github.com/openclaw/skills/blob/main/skills/odrobnik/who-growth-charts

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