Image Crop and Rotate

One Pillow script: center-crop an image to half size, rotate it 90 clockwise

Works with setup

Test report

Verdict
Works with setup
Score
7.2/10
Tested
Jul 29, 2026
Environment
Claude Code 2.x (agent harness)
Upstream re-checked
Jul 30, 2026 · a162b9d

This skill is no longer available upstream. Our re-check on Aug 10, 2026 couldn't find it any more (repo unreachable/deleted). The test below is what we measured on Jul 29, 2026 and we're leaving it up as a record — but there is nothing left to install, so we've removed the command.

The script works and the rotation direction is genuinely correct: on a marked 100x60 test image the crop came out 50x30, the final image 30x50, and a corner-pixel check confirmed a true clockwise turn (the marker moved top-left to top-right). The problem is that it does exactly what Claude does unprompted - the eight-line no-skill version produced a byte-identical output file on both PNG and JPEG input, 11401 bytes either way, so there is nothing to gain from installing it. Both paths also share a Pillow trap the skill never warns about: saving a JPEG with no quality argument dropped the result to 19.3 dB PSNR against a lossless reference where passing quality=95 gives 35.8 dB, an 11 KB file where 49 KB was warranted. Setup friction is the documentation pointing at /mnt/user-data/uploads and /mnt/user-data/outputs, which do not exist outside Claude.ai's sandbox, so you have to translate every path by hand.

Scored on four weighted criteria — install, triggering, output vs. baseline, docs. How scoring works

  • Installs cleanly 5/5
  • Triggers reliably 5/5
  • Output vs. baseline 5/10
  • Docs & honesty 3/5

What Image Crop and Rotate does

A single Python/Pillow script that crops an image to 50 percent of its width and height from the center, then rotates the result 90 degrees clockwise. It triggers on requests to center-crop, to rotate an image 90 degrees, or to do both at once. Both operations are fixed: there is no argument for crop ratio, rotation angle or direction.

How to install Image Crop and Rotate

Nothing to install: the source repository no longer has this skill. If the author brings it back, our daily re-check will pick it up and the command will reappear here.

Commands — how to trigger Image Crop and Rotate

  • /image-crop-rotate One Pillow script: center-crop an image to half size, rotate it 90 clockwise

It also activates on plain-language prompts like these:

  • Center-crop this photo to half size and rotate it 90 degrees clockwise
  • Rotate screenshot.png 90 degrees clockwise for me please
  • Crop this image to 50% from the center then turn it a clockwise quarter

Frequently asked questions

Is the Image Crop and Rotate skill free?
Yes. The skill itself is free from instavm/coderunner. SkillProof publishes the install command and an independent test verdict at no cost.
Does Image Crop and Rotate work with Claude Code?
We tested it with Claude Code 2.x (agent harness) on Jul 29, 2026. Verdict: Works with setup. The script works and the rotation direction is genuinely correct: on a marked 100x60 test image the crop came out 50x30, the final image 30x50, and a corner-pixel check confirmed a true clockwise turn (the marker moved top-left to top-right). The problem is that it does exactly what Claude does unprompted - the eight-line no-skill version produced a byte-identical output file on both PNG and JPEG input, 11401 bytes either way, so there is nothing to gain from installing it. Both paths also share a Pillow trap the skill never warns about: saving a JPEG with no quality argument dropped the result to 19.3 dB PSNR against a lossless reference where passing quality=95 gives 35.8 dB, an 11 KB file where 49 KB was warranted. Setup friction is the documentation pointing at /mnt/user-data/uploads and /mnt/user-data/outputs, which do not exist outside Claude.ai's sandbox, so you have to translate every path by hand.
What is the Image Crop and Rotate SkillProof Score?
7.2/10 — installs cleanly 5/5, triggers reliably 5/5, output vs. baseline 5/10, docs & honesty 3/5.
How do I install Image Crop and Rotate?
Copy the install command from this page, run it in your terminal, and restart Claude Code. Skills live in ~/.claude/skills/ (global) or .claude/skills/ inside a project.
Can I use Image Crop and Rotate with Cursor, Copilot, Gemini CLI, Codex or other AI tools?
The SKILL.md format is native to Claude (Claude Code, Desktop, claude.ai). The instructions inside adapt to other assistants: Cursor rules, GitHub Copilot instructions, Windsurf rules, Custom GPTs, AGENTS.md for OpenAI Codex, and GEMINI.md for Google Gemini CLI — our conversion guides cover each, and the free converter on the tools page does the wrapping for you.