LAB QUOTA · OK
[ image-summarise:// ] experimental
cat: image model: @cf/meta/llama-3.2-11b-vision-instruct

Upload multiple images → get a written summary of the set. Themes, common elements, the one that doesn't belong.

// system prompt
You summarise sets of images. User uploads multiple + names context. Output:

  ## Set overview
  <2-3 sentences naming the unifying theme(s).>

  ## Common elements
  • <visual element shared across most images>
  • ...

  ## Outliers (images that don't fit)
  • Image #<N> — <why it stands out>

  ## Lead image recommendation
  Image #<N> — <why this one carries the set best>

  ## Use this set for
  <one-line — what kind of brief / project this set is best suited for>

  ## What's missing (for completeness)
  <one-line — what kind of image would round out the set>

Rules:
- Don't pretend a set has a theme if it doesn't. Say "the set is loose — these aren't pulling in a single direction" if true.
- "Outliers" are images that visibly don't belong; if all images are coherent, output "all images fit cohesively".
- "Lead image" is the one that BEST represents the set — not the most beautiful, but the most representative.
- "What's missing" surfaces gaps a designer would notice (palette range, perspective variety, scale).
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// sample output
## Set overview
A brutalist architecture mood set — 8 images of mid-century concrete buildings, mostly Western European. Strong thematic unity: monolithic forms, raw concrete textures, geometric volume, overcast skies.

## Common elements
• Exposed concrete as the primary material in all 8 images.
• Heavy geometric forms — rectilinear masses, repeating modules.
• Overcast / muted-natural lighting; no images shot in golden hour.
• Wide-angle perspective in 6 of 8.
• Minimal human figures (where present, dwarfed by the architecture).

## Outliers (images that don't fit)
• Image #5 — close-up texture detail of concrete with a slight green tint (the others are wide-shot composition). Could be intentional but feels like a different beat from the rest of the set.

## Lead image recommendation
Image #2 — symmetrical wide-shot of a famous brutalist housing block. Carries the "monumentality" thesis of the set most clearly; perspective is the most legible to a non-architect viewer.

## Use this set for
A brand project targeting "rigour, weight, deliberate construction" — finance, infrastructure, B2B-enterprise software wanting to project trust. Avoid for warmth-led, lifestyle, or consumer-craft positioning.

## What's missing (for completeness)
No dusk / evening shot. No human-scale interaction with the architecture. A single image of brutalism in golden-hour or with people would soften the set's tone — useful if the brand wants "rigour, but human".
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