Kurio reads every photo you've finished, learns what each of your Instagram feeds looks like, and brings back the ones that belong next. On your own computer.
For Windows 10 and 11 · one-time license · not on sale yet. We only use your email to tell you when it opens.
Kurio reads every drive and folder you point it at, once. Near-identical frames from the same moment collapse into one stack, so you judge each moment once.
It learns each account from your live posts, and from the ones you archived. Photos you already posted drop out for good; the rest line up by how well they fit.
Yes, re-edit, love it but can't post, not my style. Each verdict stamps the print where it sits and sharpens the next ranking.
Feed plan shows your picks in the grid as Instagram will, with notes on how each one's tone sits beside its neighbours.
See the priceDemo mode: generated photos, real scores
Pick whole drives or folders. Kurio makes a thumbnail and a fingerprint of each photo, and from then on only reads what's new. Near-identical frames collapse into one stack. Photos you already posted never come back as suggestions.
Your drives are only ever read. Move or rename your photos and every score and vote follows them.
Point Kurio at the data export Instagram gives you. Your live posts teach it what fits each account. Your archived posts teach it what doesn't, and you can say how much: a close call, wrong for the flow, or just bad.
It finds the export in your Downloads, spots the wrong format, and unpacks it in one click.
A score reads like a darkroom test strip: one length on a fixed scale, built from how well the photo fits your live feed, what your votes say and the tone you prefer, minus how much it looks like something you archived.
The checks it learns, like taste or scan quality, show how often they're right on votes they haven't seen, and gain pull only as they prove it. A new copy starts with no opinions at all.
Picks shows the best frames for the account you choose. Say yes, or say why not: re-edit, love it but can't post, not my style, bad pose, bad scan. A verdict stamps the print where it sits; nothing jumps. Press R and the ranking takes your verdicts in.
Two to twenty frames from one shoot that sit together in colour and tone, without repeating a frame. Reorder them, leave one out, accept the set: every frame becomes a Yes, kept together as one carousel.
Your grid as Instagram shows it, with your picks queued on top (outlined here). Drop one in and read how its tone sits next to its neighbours, or ask for Suggest next, Find a bridge or More like this. Mark it Posted when it's up.
Scan a code, then judge picks from the sofa: swipe right for yes, left for not my style. The phone pages come from your own Kurio, on your wifi or from anywhere through Tailscale. Nothing in between.
Kurio is a desktop app, not a website. Your photos, your Instagram data and everything it learns stay on your computer. It never uploads a thing.
One installer, no admin prompt. It brings its own Python and picks the right engine for your computer.
Eight steps that check themselves, most of them one click: the model, your Instagram export, your accounts, your folders.
Kurio reads your archive once and shows how far it's got. A big archive takes hours; after that, only new photos.
Planned price$49$39 at launch
Not on sale yet. Also planned: a 5-day free trial before you buy. Your email is only used to tell you when Kurio opens.
Videos. Reels and clips beside your photos, scored from a few frames each.
Mac. After the Windows launch.
A phone app in the stores, as the desktop app's companion.
