Skip to content

Instantly share code, notes, and snippets.

@brennancheung
Created March 20, 2026 01:09
Show Gist options
  • Select an option

  • Save brennancheung/997e3e5b5f1bcc96aa12e7ad58830a52 to your computer and use it in GitHub Desktop.

Select an option

Save brennancheung/997e3e5b5f1bcc96aa12e7ad58830a52 to your computer and use it in GitHub Desktop.
Reference image guide — product-editable descriptions
# Reference Image Guide — Edit descriptions here
# Product can modify labels and reasons freely.
# After editing, run: pnpm cli images sync-guide
images:
good:
top-left:
file: do-clear-face.webp
label: Clear face
reason: >
The AI uses facial geometry to maintain consistency.
A clearly visible face gives it precise data to work from.
top-right:
file: do-full-upper-body.webp
label: Full upper body
reason: >
The AI reads the entire image, not just the face.
Showing upper body helps it learn accurate proportions.
bottom-left:
file: do-natural-lighting.webp
label: Natural lighting
reason: >
Good lighting helps the AI understand face geometry
and features. No dramatic shadows or color casts.
bottom-right:
file: do-well-fitting-clothes.webp
label: Well-fitting clothes
reason: >
Tight-fitting clothing lets the AI read real body shape.
Baggy clothes make it guess proportions wrong.
bad:
top-left:
file: dont-covered-face.webp
label: Covered face
reason: >
A phone or hands covering the face removes the geometric
data the AI needs for consistent generation.
top-right:
file: dont-lingerie-or-revealing-clothes.webp
label: Lingerie / revealing
reason: >
NSFW or overly sexual reference images get blocked by
the AI model entirely — zero output.
bottom-left:
file: dont-sunglasses.webp
label: Sunglasses
reason: >
Accessories covering facial features confuse the model
and appear randomly in generated outputs.
bottom-right:
file: dont-weird-filters.webp
label: Weird filters
reason: >
Filters distort the geometry the AI relies on to understand
facial features, producing inconsistent results.
warning: >
Use high-quality photos clearly showing face and body.
Avoid NSFW photos, sunglasses, masks, or heavy filters.
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment