The costume library holds 1,407 complete outfits — not loose garment photos but combinations you can paste straight into a prompt. Each one is broken into tags for colour, garment, footwear and socks, accessories, material and pattern, and length, so filtering is the answer.

Eight categories across season and occasion

The library is divided into eight large groups by season: spring outfits, summer outfits, autumn outfits and winter outfits, plus occasion categories such as formalwear, streetwear and sportswear. Each category holds from dozens to over a hundred outfits.

Fixing the direction before the detail is far more efficient than filtering by colour from the start. If you want an autumn city-commute outfit, switch to autumn outfits first and the count drops immediately.

86 tags are the real search method

The tags come in six groups that sit alongside each other and can be combined:

  • Colour (22): ivory white, burgundy, forest green, oatmeal and so on
  • Garment (21): knitwear, ruffles, skirts, wide-leg trousers, coats and so on
  • Footwear and socks (9): ankle socks, white sneakers, heeled boots, Mary Janes and so on
  • Accessories (14): straw hats, leather handbags, thin belts, silk scarves and so on
  • Material and pattern (17): chunky knit, chiffon, leather, small florals, solid colours and so on
  • Length (3): cropped, knee-length, long

These six groups are the core of the filtering experience. “White + knit + cropped + sneakers” takes seconds to locate.

Turning an outfit into a prompt

The name of each outfit is itself a written description. For example:

ivory white ruffled knit top · denim mini skirt · coat · ankle socks · white sneakers

Break it into four layers in the prompt and the hit rate is much higher:

  • Colour: ivory white, pink
  • Garment and cut: off-shoulder ruffled knit top, denim mini skirt, long coat
  • Material: ribbed knit, corduroy, wool
  • Footwear and accessories: white knee-high socks, white sneakers, straw hat

For the wording techniques, see Breaking Down Outfit Prompts.

Downloading and use

The costume images are WebP with a unified size, suitable for use directly as a reference image or a base image. Originals can be downloaded one at a time from the gallery page, and packs by category are available as well.

One thing to note: these images are outfit references, not design files you can print on fabric. For real pattern making or production, the references are only useful as inspiration and prompt material.

Working with pose and portrait

Outfits answer “what to wear”, but a complete image also needs “how to stand” and “what the face looks like”. Referencing the three separately and compositing them at the end works far better than one blended sentence:

You do not have to composite by hand — the Character Studio lets you pick one item from each of the three libraries in one interface, save them as a “character recipe”, and generate a composite image with one click afterwards.