ImageMagick Skill
SkillMediaUse this skill whenever scientific image assets need deterministic preprocessing (resize, crop, convert, DPI normalization, montage/contact sheets) using ImageMagick 7 `magick`.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the ImageMagick Skill skill
What this skill tells your AI
The instructions your AI receives, as published by drpedapati/sciclaw in skills/imagemagick/SKILL.md and read by ahel’s review.
Use this skill for reproducible image preparation in manuscript and presentation workflows.
Primary CLI: magick (ImageMagick 7)
When to Use
Use this skill when a task involves:
- converting image formats (
png,jpg,tiff,webp,pdfpages to images) - resizing or cropping figures for publication constraints
- setting or normalizing DPI / pixel density
- trimming whitespace around plots/diagrams
- generating contact sheets / montages for quick review
- applying deterministic preprocessing before OCR or document export
Core Rules
- Always write to a new output path; do not overwrite originals unless explicitly requested.
- Prefer deterministic commands with explicit size, density, and quality values.
- Log command and output artifact path in the manuscript/project notes when results support claims.
- Standardize on
magickcommand syntax (not legacyconvert) for portability in sciClaw.
Quick Recipes
1) Resize to max width while preserving aspect ratio
magick input.png -resize 1600x output-1600w.png
2) Normalize whitespace and add consistent border
magick input.png -trim +repage -bordercolor white -border 20 output-trimmed.png
3) Convert with explicit quality
magick input.tif -quality 92 output.jpg
4) Set DPI metadata for journal pipelines
magick input.png -units PixelsPerInch -density 300 output-300dpi.png
5) Crop exact region
magick input.png -crop 1200x900+100+80 +repage output-crop.png
6) Build contact sheet for fast visual QA
Always quote paths with spaces. Prefer an explicit font (or omit -label if fonts fail). Do not use ../ — set working directory to the image folder and write the sheet in-place. Prefer python-pptx / the pptx skill for slide decks; montage is for QA contact sheets only.
magick montage figure-*.png -font DejaVu-Sans -label '%f' -tile 4x -geometry 600x600+8+8 contact-sheet.png
# Fallback font path on data3/Ubuntu if the name does not resolve:
# magick montage ... -font /usr/share/fonts/truetype/dejavu/DejaVuSans.ttf ...
# No-label fallback:
# magick montage figure-*.png -tile 4x -geometry 600x600+8+8 contact-sheet.png
7) First page of PDF to PNG for preview/review
magick -density 300 manuscript.pdf[0] -quality 95 manuscript-page1.png
Scientific Workflow Patterns
Figure normalization batch
mkdir -p normalized
for f in figures/*.png; do
base="$(basename "$f" .png)"
magick "$f" -trim +repage -resize 1800x -units PixelsPerInch -density 300 "normalized/${base}-norm.png"
done
OCR pre-processing
magick scan.jpg -colorspace Gray -auto-level -sharpen 0x1.0 -density 300 scan-ocr-ready.png
Validation Checklist
- Output files exist and are non-empty.
- Pixel dimensions match requested constraints.
- DPI metadata is set when required by downstream tools.
- No source files were mutated unintentionally.
Failure Handling
- If
magickis missing: install ImageMagick (brew install imagemagick). - If policy/security errors occur on PDF operations: prefer working on image exports first, then re-run with simpler options.
- If results look oversharpened or lossy: reduce aggressive filters and keep a lossless intermediate (
.pngor.tif).
Interoperability Notes
- Pair with
pandoc-docxanddocx-reviewwhen preparing manuscript-ready figures. - Pair with
pdfskill for PDF extraction/assembly workflows. - Pair with
explainer-siteandbeautiful-mermaidwhen polishing visual assets for web explainers.
Signals
- GitHub stars
- 88
- Forks
- 17
- Last commit
- Jul 2026
Advanced
- Catalog kind
- skill
- Gateway key
imagemagick- Source
- github.com/drpedapati/sciclaw