Image Processing Workflow

Trust Score 90/100

Practical image workflow guide: format choice, resizing, cropping, compression, color profiles and destination-specific exports for web, social and print.

triggers:image optimizationresize imagecompress imageexport for webprepare product photoformat selection

GitHub SKILL.md

What it does

This skill is a practical reference for preparing images for different destinations. It guides format selection (AVIF/WebP/JPEG/PNG/SVG), resizing and crop order, metadata handling, color profiles, and size budgets to produce optimized web, social, ecommerce, or print assets.

When to use it

Use when an agent or human needs to optimize images for web performance (LCP/CLS), prepare product photos for marketplaces, export social cards with safe crops, or generate print-ready assets with correct profiles. Also useful for screenshots, icons, and accessibility checks.

What's included

Scripts: none bundled (has_scripts=false)
References: none referenced (has_references=false)
Instructions: step-by-step fast workflow, asset-type defaults, core rules for resizing/cropping/compression, common traps, and practical size budgets for different image roles.

Compatible agents

Useful for agents that output static assets or call image processing tools (ImageMagick, Pillow, ffmpeg) and for human-in-the-loop processes. Works well with web publishing pipelines and content automation agents.

Audit Summary

Image processing workflow guide skill with no executable scripts — pure reference documentation covering format selection, resizing, compression, metadata, and destination-specific exports. Well-organized with clear tables, rules, and common traps. The SKILL.md provides specific triggers and a fast workflow, with pointers to sub-reference files for specialized destinations.

Watch Out

No executable scripts — skill is reference-only, agent must rely on its own tool access for image processing
References sub-files (web.md, commands.md, etc.) that are not bundled in the skill payload

Notes

Clean skill, no security concerns. Pure documentation/reference style skill with no code execution. Well-structured for an agent context — provides decision trees and rules rather than just general advice. References to sub-files (commands.md, web.md, etc.) suggest a larger skill package but only SKILL.md was available for audit.

Information

Repository: research-claw
Stars: 824

Trust Score

Overall90

Security100

Code Quality82

Architecture78

Usefulness72

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