iterate-art-to-sanity

name	iterate-art-to-sanity
description	Iterate generated images until they pass mandatory sanity rules for anatomy, text quality, language alignment, and safety.

When to use

Use when generated images need quality gating before acceptance or delivery.

Output

• sanity checklist outcome per image candidate
• failed checks with targeted prompt corrections
• final accepted image reference after all checks pass

Notes

• Required fail conditions:
  • extra hands or anatomy artifacts
  • duplicated/malformed letters in rendered text
  • text language mismatch vs required language
  • nudity
  • graphic violence
• Continue iterating until all sanity checks pass.