Oliver Drobnik

WHO Growth Charts

Data Analysisv1.2.3
By Oliver DrobnikUpdated 2026-05-118 versions · latest released 2026-03-07who-growth-charts@clawhub_odrobnik/who-growth-charts
Data VisualizationReport GenerationMetrics Monitoring

According to AlphaMoat, as of 2026-09, WHO Growth Charts has 3,400 downloads and 1 stars — ranked #3,293 of 5,078 AI skills overall, and #247 of 399 in Data Analysis.

Installs
103
Downloads
3.4K
Stars
1
Overall Rank
#3,293
Top 65% overall · Top 62% in Data Analysis
PlatformInstallsDownloadsStarsComments
ClawHub ↗1033.1K1-
SkillHub ↗1033.4K1—

Platforms count differently and update at different times.

What this skill does

It can plot age-based percentile curves for height, weight, and BMI for boys and girls, and overlay a child’s actual measurements. WHO reference data is downloaded on demand and cached. The listed Python dependencies must be installed first. The Withings integration example notes that data may need conversion if the script does not implement the source format.

Profile published 2026-10-29

What you can do with it

  • Generate height, weight, or BMI growth charts from a child’s measurements.
  • Compare actual measurement points with reference percentile curves.
  • Provide measurement data in JSON and create charts.

When to use it

  • When visualizing changes in a child’s height, weight, or BMI over time.
  • When viewing actual measurements against WHO reference percentile curves.
  • Before importing data from another tool, when the script’s supported data format needs confirmation.

Example prompts

Generated from the skill’s documentation as examples; not results of actual runs.

Create height and BMI charts from the child measurements I provide, and explain the required data format.
Check whether this Withings export matches a format supported by the script; if not, identify the fields that need conversion.

Monthly Trend

Downloads3.4K
2.1K2.8K3.5K2026-03 · Downloads 2.2K2026-05 · Downloads 2.6K2026-06 · Downloads 2.8K2026-07 · Downloads 3.0K2026-08 · Downloads 3.1K2026-09 · Downloads 3.4K26-0326-09
Stars1
0122026-03 · Stars 12026-05 · Stars 12026-06 · Stars 12026-07 · Stars 12026-08 · Stars 12026-09 · Stars 126-0326-09

The counting method changed in 2026-09: skills with the same name are now counted separately by author, and the full catalog is covered. Dashed lines show months before the change; they are not compared with later months, and no growth is computed across the change.

MonthDownloadsMoMStars
2026-093.4K—1
2026-083.1K+5.7%1
2026-073.0K+7.3%1
2026-062.8K+4.7%1
2026-052.6K—1
2026-032.2K—1

SKILL.md (original)

The author’s original file, shown as plain text without edits or review by AlphaMoat. Links are not clickable; check commands before running them. Fetched 2026-10-23.

2.6 KB · ClawHub v1.2.3
---
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: 1.2.3
homepage: https://github.com/odrobnik/who-growth-charts-skill
metadata: {"openclaw": {"emoji": "📈", "requires": {"bins": ["python3"], "python": ["pandas", "matplotlib", "scipy", "openpyxl"]}}}
---

Generate WHO Child Growth Standards charts with percentile curves and child data overlay.
Show all (82 lines)
## 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:
```bash
pip install pandas matplotlib scipy openpyxl
```

## Usage

### Basic Chart Generation

```bash
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):
```json
{
  "heights": [ ["2024-01-15T10:00:00", 1.05] ],
  "weights": [ ["2024-01-15T10:00:00", 17.5] ]
}
```

```bash
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:
```bash
# 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 (auto-detected from CWD or script location).

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Data month: 2026-09 · Downloads, stars and installs are aggregated monthly from public skill registries (ClawHub, SkillHub). See methodology.