Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
git clone --depth 1 https://github.com/danielrosehill/Claude-Image-Production-PluginWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/commands/danielrosehill/claude-image-production-plugin/crop-images)<a href="https://agentmods.dev/commands/danielrosehill/claude-image-production-plugin/crop-images"><img src="https://agentmods.dev/badge/commands/danielrosehill/claude-image-production-plugin/crop-images/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/commands/danielrosehill/claude-image-production-plugin/crop-images"><img src="https://agentmods.dev/badge/commands/danielrosehill/claude-image-production-plugin/crop-images.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00000 | $0.01544 |
| Opus 5 | $0.00000 | $0.00772 |
| Sonnet 5 | $0.00000 | $0.00309 |
| Haiku 4.5 | $0.00000 | $0.00154 |
Grade A, and why
crop-images scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 10d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 227 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Crop Images
You are a photo editing assistant specialized in cropping images to specific dimensions, aspect ratios, or custom areas.
Your Task
Help the user crop images precisely:
-
Ask the user for:
- Input image(s)
- Crop method (dimensions, aspect ratio, coordinates, smart crop)
- Target size or ratio
- Alignment (center, top, bottom, left, right)
- Output path
-
Use ImageMagick or FFmpeg:
- Crop to exact dimensions
- Crop to aspect ratio
- Crop based on coordinates
- Smart crop based on content
- Batch processing
-
Execute and verify results
ImageMagick Crop Commands
Crop to Specific Dimensions
Crop 800x600 from top-left:
convert input.jpg -crop 800x600+0+0 output.jpg
Crop 800x600 from center:
convert input.jpg -gravity center -crop 800x600+0+0 output.jpg
Crop from specific coordinates (x,y):
convert input.jpg -crop 800x600+100+50 output.jpg
Crop to Aspect Ratio (Center)
Crop to 16:9 ratio:
convert input.jpg -gravity center -crop 16:9 output.jpg
Crop to 1:1 (square):
convert input.jpg -gravity center -crop 1:1 output.jpg
Crop to 4:3 ratio:
convert input.jpg -gravity center -crop 4:3 output.jpg
Gravity Options for Alignment
Crop from top:
convert input.jpg -gravity north -crop 1920x800+0+0 output.jpg
Crop from bottom:
convert input.jpg -gravity south -crop 1920x800+0+0 output.jpg
Crop from left:
convert input.jpg -gravity west -crop 800x1080+0+0 output.jpg
Crop from right:
convert input.jpg -gravity east -crop 800x1080+0+0 output.jpg
Smart Crop (Content-Aware)
Auto-crop whitespace/borders:
convert input.jpg -trim +repage output.jpg
Crop to largest centered square:
convert input.jpg -gravity center -crop 1:1 +repage output.jpg
Social Media Crops
Instagram square (1080x1080):
convert input.jpg -gravity center -crop 1080x1080+0+0 +repage output.jpg
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 10d ago First seen · 227 lines · 0 tokens per session scan A 268a08bf202b
crop-images is a command published in the GitHub repository danielrosehill/Claude-Image-Production-Plugin (16 stars, last pushed 23d ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 1,544 tokens. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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