Building a token GEM/RUG scanner with Jev and Opus 5.5
The author shipped a new-token scanner in 11 minutes: Jev reads 7 on-chain signals and returns a GEM/RUG verdict with confidence in about 400ms, then a policy gate decides whether to act.
JEV + OPUS 5.5 is insane... I built a gem-or-rug scanner with JEV + Opus 5.5 A new token launches → Jev scores it GEM or RUG before you've even opened the chart Full production ship in 11 minutes: > Jev reads every fresh launch the moment it hits the chain > Checks 7 signals: honeypot, dev wallet %, top-10 holders, LP lock, renounced contract, socials age > Returns a verdict + confidence + the reason in ~400ms, for a fraction of a cent > A policy gate sits between the verdict and any action > Only GEMs above 0.85 confidence get through, everything else is logged and suppressed Output: $GIGA → GEM 0.92 · lock 391d · top10 6% · 414ms · $0.00024 Ships in shadow mode, so it scores and logs every launch but doesn't act on anything until the log convinces you One flag is a kill switch that stops Jev from being called at all Jev decides fast, the gate decides if it matters
This post quotes another post: x.com/solst1ne/status/2101724066369654935