Photo editing & retouching

The top-rated launch-quality Photo editing & retouching skill for AI agents is image-utils (grade B), followed by image-enhancement-suite and pixel-snapper. Skillspace rates 142 Photo editing & retouching skills; 42 are launch-quality.

Photo edits, retouching, watermark removal, background removal and image cleanup.

Launch-quality skills first, then by grade, then by our Skill Score, which adds judge reviews, test results, GitHub stars and adoption.

  1. image-utils B
  2. image-enhancement-suite B
  3. pixel-snapper B
  4. image-forge B
  5. azure-screenshot-mask B
  6. image-edit-skill B
  7. image-compression B
  8. image-crop-rotate C
  9. muapi-media-editing C
  10. baoyu-compress-image C
  11. imagemagick C
  12. pencil4img C
  13. image C
  14. crosstalk-from-datasheet C
  15. byted-kickart-saliency-segmenter C
  16. add-photo-certificate-watermarks C
  17. canghe-compress-image C
  18. tapcanvas-collage-local C
  19. zipic C
  20. product-image-processor C
  21. wx-emoji-maker C
  22. meme-text-overlay C
  23. processing-images C
  24. xxg-portrait-rebuild-light C
  25. still-image-retouching-finishing C

Frequently asked questions

What is the best Photo editing & retouching skill for AI agents?

The top-rated launch-quality Photo editing & retouching skill for AI agents is image-utils (grade B), followed by image-enhancement-suite and pixel-snapper. Skillspace rates 142 Photo editing & retouching skills; 42 are launch-quality.

How does Skillspace rate Photo editing & retouching skills?

Skillspace grades every Photo editing & retouching skill from A to F with a published scoring engine that reads the skill's SKILL.md: architecture and maturity make the score, and a security scan can cap it. In crowded categories, a judge model also compares the strongest contenders side by side, and some skills are tested head-to-head on real tasks against other skills in the same category (including a deliberately weak one) and a no-skill baseline. Launch-quality skills are graded A to C with a clean safety verdict, and not excluded by a quality filter: the filters catch skills our model's safety screen flags for prompt injection, guardrail bypass, harmful content or credential exposure; test fixtures and attack benchmarks; skills written only for the repository they live in; templates and stubs; and near-duplicate variants and copies of other skills. Ratings were last updated on 24 September 2026; the full method is on the methodology page.

Are Photo editing & retouching skills safe to install?

Of the 142 Photo editing & retouching skills Skillspace rates, 119 passed its safety scan with no flag from its model, and 23 are flagged: 22 as risky and 1 by its model for credential exposure. Each skill's page shows its safety verdict. A pass is not a guarantee: the scan reads only the skill's SKILL.md, not the scripts or other files it ships, and looks for patterns such as piping a remote script into a shell, reading credentials or hiding actions from the user. Skills are third-party code that Skillspace indexes but does not host or endorse, so read a skill's source on GitHub before you install it.

Skillspace indexes and rates skills; it does not host or endorse them. Run third-party skills at your own risk.