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image-edit

Edit images with precision — crop, resize, mirror, rotate, trim, and reframe. Use this skill whenever the user asks to crop, resize, trim, mirror, flip, rotate, reframe, or otherwise manipulate an image. Also use for creating square crops, portraits/headshots from full-body images, icon sizes, or any image transformation. Even if the request sounds simple, this skill prevents common pitfalls and ensures correct results on the first try.

skills/image-edit/SKILL.md

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# Image Edit — Crop, Resize & Transform

Precision image manipulation using Python/Pillow. This skill exists because macOS `sips` has unreliable crop offset behavior and visual inspection alone leads to bad coordinates — images often have hundreds of pixels of invisible padding that throws off naive crops.

## Setup

The scripts need Pillow and numpy. Create a temp venv on first use:

```bash
python3 -m venv /tmp/imgcrop && /tmp/imgcrop/bin/pip install Pillow numpy -q
```

This only needs to happen once per session. The venv at `/tmp/imgcrop` persists until reboot.