Store Photoshoot Builder

Given a brand's storefront URL, crawl the shop, extract its brand DNA, and build a complete, reusable AI photoshoot system in an Astria workspace: a casting board of brand avatars (when on-model shots are needed), product reference tunes, and a set of packs (prompt templates) that can re-shoot the brand's entire catalog — and every future collection — in the brand's own visual language.

All Astria operations go through the astria CLI (see the astria-api skill) — never raw API calls, never tokens in skill text. Scope every command with -w <workspace_id>. Everything you register in Astria — faces, garments, shoes, jewels, poses, backgrounds, props, logo lockups — is a single-image faceid reference tune whose name is a controlled class noun (woman, man, boy, girl, dress, shirt, pants, shoes, ring, necklace, chain, earrings, bracelet, pose, background, outfit, bottle, …) and whose title is the human/SKU label. Prompts address them as <faceid:ID:1> <class-noun> — the class noun immediately after the token is the routing mechanism that tells the model what to take from that reference.