AI Creative OS
01Lock one face, hero first02Navy studio, medium-format film03Name the cold you want to see04Kill the plastic defaults05Settings and QC

8K AI Realism · FROST Pack

The real-skin prompt pack behind the carousel: one face just in from minus 20 degree wind and snow, frost on the lashes and stubble, a navy studio, and the exact settings I used in GPT Image 2.5 on Higgsfield. The eight ready prompts live inside AI Creative OS.
FROST pack slide 01: hero
01 HERO
FROST pack slide 02: nose macro
02 NOSE MACRO
FROST pack slide 03: neck + collarbones
03 NECK + COLLARBONES
FROST pack slide 04: eye macro
04 EYE MACRO
FROST pack slide 05: lips + stubble
05 LIPS + STUBBLE
FROST pack slide 06: angled face
06 ANGLED FACE
FROST pack slide 07: ear + temple
07 EAR + TEMPLE
FROST pack slide 08: over the shoulder
08 OVER THE SHOULDER
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01Identity
Lock one face, hero first

Make the hero, then make him the reference for everything else. The hero prompt writes the identity once: a South Asian man in his early 30s, medium-deep brown skin, short textured black hair, thick black brows, short dark stubble, dark brown eyes, photographed straight after coming in from minus 20 degree wind and snow.

For shots 02 to 08 I attached two images: the hero I kept as the first reference (who he is) and a framing shot as the second reference (how the crop and light should look). Every prompt repeats a short version of the identity so he never drifts.

If a framing reference has different hair, say so: keep his hair exactly like the first reference.

02Studio
Navy studio, medium-format film

Every shot names the same room: deep navy seamless backdrop, one large softbox from camera left, natural falloff into shadow on the right. Every shot names the same camera: medium-format film, 100mm (macro for the close-ups), f/8.

Repeating the set in each prompt is what makes eight separate generations feel like one real shoot.

03Texture
Name the cold you want to see

AI loves smooth, warm, perfect faces.

Real cold only shows up when you ask for it by name:

  • fine white hoarfrost on the lashes, brows, stubble and hair tips
  • a reddish-brown wind flush on the cheeks, nose and ear rims
  • wind-chapped lips with cracks and a healed split
  • dry flaky patches
  • goosebumps on the neck and shoulders
  • eyes slightly watery from the cold

Describe the frost precisely: fine, feathery, matte, needle-like. If you only say "frost crystals", the model tends to string clear glass beads along the hairs.

Want the next prompt pack?Packs like this live inside AI Creative OS on Skool. You can start with a free trial.Start free trial →
04Negatives
Kill the plastic defaults

Every prompt ends with the same refusal line: No beauty retouching, no smoothing, no HDR, no waxy or oily highlights, no sweat, no plastic look, no CGI. Fine film grain. No text. For the frost, add what it is not: not round beads, not glass droplets, not glitter, not snow paint.

Ask for dry, matte skin, so the only sparkle in the frame comes from the ice.

05Ship
Settings and QC
  • ModelGPT Image 2.5 on Higgsfield
  • Aspect3:4
  • Resolution2K (1744 x 2336)
  • Qualityhigh

Two image references per shot as described in step 01. I cropped the finals to 4:5 (1080 x 1350) for the carousel and put text only on the hero and the last slide.

QC zoomed in. Regenerate that one frame when:

  • the frost turns into beads
  • the hair changes
  • the pores melt
  • the nose picks up an oily highlight

Keep the rest.

The eight ready prompts are in the members pack below.

🔒 FROST pack · members
8 real prompts + the exact settings

This guide is the full process. The ready-made version lives inside AI Creative OS on Skool, next to every other prompt pack I post.

  • All 8 prompts, word for word: hero, nose macro, neck and collarbones, eye macro, lips and stubble, angled face, ear and temple and over the shoulder
  • The settings block for Higgsfield
  • The hero-first reference workflow, ready to paste
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