skills$openclaw/who-growth-charts
odrobnik3.6k

by odrobnik

who-growth-charts – OpenClaw Skill

who-growth-charts is an OpenClaw Skills integration for data analytics workflows. 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.

3.6k stars565 forksSecurity L1
Updated Feb 7, 2026Created Feb 7, 2026data analytics

Skill Snapshot

namewho-growth-charts
descriptionGenerate 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. OpenClaw Skills integration.
ownerodrobnik
repositoryodrobnik/who-growth-charts
languageMarkdown
licenseMIT
topics
securityL1
installopenclaw add @odrobnik/who-growth-charts
last updatedFeb 7, 2026

Maintainer

odrobnik

odrobnik

Maintains who-growth-charts in the OpenClaw Skills directory.

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growth_chart.py
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_meta.json
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README.md
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SKILL.md
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SKILL.md

name: who-growth-charts description: 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. version: 1.0.0 homepage: https://www.who.int/tools/child-growth-standards metadata: {"clawdbot":{"emoji":"📈","requires":{"bins":["python3"],"python":["pandas","matplotlib","scipy","openpyxl"]}}}

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

HeightWeightBMI
<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

Charts are saved as PNG files in ~/clawd/who-growth-charts/ by default (or specified output directory). Data cache and assets are stored in ~/clawd/who-growth-charts/cache/.

README.md

name: who-growth-charts description: 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. version: 1.0.0 homepage: https://www.who.int/tools/child-growth-standards metadata: {"clawdbot":{"emoji":"📈","requires":{"bins":["python3"],"python":["pandas","matplotlib","scipy","openpyxl"]}}}

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

HeightWeightBMI
<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

Charts are saved as PNG files in ~/clawd/who-growth-charts/ by default (or specified output directory). Data cache and assets are stored in ~/clawd/who-growth-charts/cache/.

Permissions & Security

Security level L1: Low-risk skills with minimal permissions. Review inputs and outputs before running in production.

Requirements

Install Python dependencies: ```bash pip install pandas matplotlib scipy openpyxl ```

FAQ

How do I install who-growth-charts?

Run openclaw add @odrobnik/who-growth-charts in your terminal. This installs who-growth-charts into your OpenClaw Skills catalog.

Does this skill run locally or in the cloud?

OpenClaw Skills execute locally by default. Review the SKILL.md and permissions before running any skill.

Where can I verify the source code?

The source repository is available at https://github.com/openclaw/skills/tree/main/skills/odrobnik/who-growth-charts. Review commits and README documentation before installing.