tailor studio

a desktop app that turns a folder of clothing photos into finished grailed listings: grouped, written, priced against sold comparables, typed into the sell form. i review and publish every one.

[draft alt — aidan to check] Title slide: “Tailor Studio”, a personal resale tool for Grailed — a folder of clothing photos becomes ready-to-post listings, priced, written and filled in for your review.

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The problem: every listing is the same twenty minutes of busywork — 15–20 minutes per item by hand, spent sorting a batch shoot into per-item groups, writing a title and description from scratch, and pricing against recent sold listings.

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What it is: Tailor does the tedious work before the sale — grouping, writing and pricing — then types the draft into a real Grailed form, while the point of sale stays human; it never logs in, solves captchas or clicks Publish.

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The workflow: five stages from photo folder to published listing — Import and Draft happen automatically, Review and Fill are yours.

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Stage four, Fill: one click types the whole draft into a separately launched Chrome on the Grailed sell form, with a live per-field checklist, and it never clicks Publish.

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Stage five, Publish: you review the filled form and click Publish yourself, and one click then starts filling the next draft in the queue.

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Safety rails: what Tailor does — organise photos into items, draft titles and descriptions, pull sold comps to suggest a price, fill the Grailed form only when you click — set against what it never does: log in, submit anything, or touch the account on its own.

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Built for speed: a keyboard-first loop — J and K move through the draft queue, Command-Enter saves and advances, F fills the current draft into Chrome, and Command-K opens the command palette.

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Get started: three steps to a first listing — import a folder of item photos, launch Chrome and sign in, then open a draft, click Fill, and publish it yourself.

problem

fifteen to twenty minutes an item, all of it manual:

sorting a batch shoot into per-item groups
writing a title and description from scratch
pricing against recent sold listings
filling the form, field by field

approach

five stages, two of them mine:

import — groups the shoot by garment; reads brand, category, size, condition and colour off the photos
draft — title, description, and a price range from sold comparables, with a confidence rating
review — mine: fix uncertain groups, confirm the key fields
fill — types the draft into the sell form in one click
publish — mine: nothing is submitted without me

decisions

a form-fill assistant, not an auto-poster — it never signs in and never submits; operating the account stays with me
ambiguity is flagged, not guessed — anything the vision step is unsure of goes to review, not into a listing
no authenticity claims — brand is reported as probable, never confirmed
accuracy tests gate the ai steps, and a model sweep picked the cheapest configuration that still cleared them

result

a few minutes an item instead of fifteen to twenty
used on every shoot, and by a few close friends and family
a personal tool: no revenue, and not built for any

authorship

built with claude. i found the problem, scoped it, set the accuracy bar and steered the build; claude wrote most of the code.