Devvit · Custom Post Component Live on r/pics · 1,247 mod-actions / wk Ported from u/RepostSleuthBot · Data API
P05 · The Design-Forward · Visual Verdict

Repost detection
you can see.

RepostSleuthBot's text-comment forensics, reborn as an inline Devvit verdict card. Mods see the duplicate, read the rationale, and action it in one tap — without ever leaving the post.

RS
RepostSleuth · Verdict
Triggered on submit · 412 ms · phash distance 4 / 64
Likely Repost · 94% match
New Submission
u/newposter_42 · 2 min ago 1280 × 960
Top Match · 14 mo. ago
r/EarthPorn · u/og_shooter 14.2k upvotes
94% SIMILARITY

Crop is 92% identical · color shifted +12% warm.

Foreground cabin and mountain silhouette align within 4 perceptual-hash bits. Likely a re-upload from r/EarthPorn (14 months ago) with a warm filter applied. Title rewording detected — original was "Cabin at dusk, Banff."

Rationale by Opus 4.7 vision · phash + cosine 0.94
R remove · A approve · F full
412 ms p50
Verdict latency on submit trigger
−38% vs legacy
Mod-action queue dwell time
3.4 hrs /wk saved
Per moderator on host sub (n=6)
≥95% parity
Original RepostSleuth rules ported

The same verdict, two worlds apart

Before · u/RepostSleuthBot reply

Looks like a repost. I've seen this image 1 time.

First Seen Here on 2025-03-14 95.31% match.

Searched Images: 542,318,221 | Search Time: 4.21s
Feedback? Hate? r/RepostSleuthBot

After · Devvit verdict card

Both images side by side, a 94% similarity ring, an Opus-written rationale that names the crop & color shift, and three keyboard-accessible mod actions — all inline, on the post itself. Mods stop tab-hopping. Lurkers see why the verdict is fair.