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Plantcv Plant Phenotyping Starter

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Use this skill to generate a tiny synthetic plant image, segment it with `PlantCV`, and summarize simple morphology-style phenotyping measurements.

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  • Added September 8, 2026
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Scanned September 8, 2026

npx -y skills add ma-compbio-lab/SkillFoundry --skill plantcv-plant-phenotyping-starter --agent claude-code

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SKILL.md
# PlantCV Plant Phenotyping Starter

Use this skill to generate a tiny synthetic plant image, segment it with `PlantCV`, and summarize simple morphology-style phenotyping measurements.

## What it does

- Builds a small deterministic RGB image containing one synthetic plant-like region.
- Uses `PlantCV` HSV conversion plus binary thresholding to produce a foreground mask.
- Reports foreground area, bounding box, and a simple saturation-based phenotype summary.

## When to use it

- You need a runnable starter for `Plant phenotyping`.
- You want a local segmentation and mask-summary example before scaling to real greenhouse or field images.

## Example

```bash
slurm/envs/plant-science/bin/python skills/agriculture-food-and-plant-science/plantcv-plant-phenotyping-starter/scripts/run_plantcv_plant_phenotyping.py \
  --image-out scratch/plantcv/toy_plant.png \
  --mask-out scratch/plantcv/toy_plant_mask.png \
  --out scratch/plantcv/toy_plant_summary.json
```

## Verification

- Skill-local tests: `python3 -m unittest discover -s skills/agriculture-food-and-plant-science/plantcv-plant-phenotyping-starter/tests -p 'test_*.py'`
- Repository smoke: `python3 -m unittest tests.smoke.test_phase30_empty_domain_seed_skills -v`

Files in this skill

  • SKILL.md1.2 KB
  • assets/README.md90 B
  • assets/toy_plant_summary.json277 B
  • examples/README.md120 B
  • metadata.yaml1.4 KB
  • refs.md170 B
  • scripts/run_plantcv_plant_phenotyping.py2.9 KB
  • tests/test_run_plantcv_plant_phenotyping.py2.1 KB

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