Tempest

I built RYO Pulse few weeks ago for the @ryodigital RYO-CHAN hackathon and i honestly think it fixes something every trading agent gets wrong 👇 here’s the thing, Ryo-Chan gives Ai agents a live market scan that ranks the hottest tokens right now but “right now” is just one snapshot. we watched real scans 15 minutes apart and the list kept reshuffling in a way that a token would sit at #1 then vanish in the next scan and agents were treating that one lucky moment like a real trend. so we asked a simple question nobody was asking: did this token actually KEEP showing up? that’s RYO Pulse. it remembers every scan and gives each token one honest answer: • persistent, because it keeps showing up scan after scan • emerging, because it’s new but it’s holding its spot • transient, because it flashed once and faded • absent, because it never showed up at all • insufficient, because there isn’t enough data and we refuse to guess what really makes it different is that it refuses to lie to you. when ryo had a real outage during the hackathon, most tools would have told you every token disappeared. Ryo-Pulse marked those scans as failed and kept the tokens’ records clean because missing data is not the same as a missing token. also every single answer comes with a replay code, when run it again tomorrow, next week, on another machine, you will get the exact same result. Ryo-Pulse runs on two tracks: a read-only skill (TRACK 3) your agent can call before it acts on a scan and a dashboard (TRACK 2) where you can see what changed, why each token got its status and how healthy the scans are. all of it runs on 114 real ryo scans, real outage included. it never trades and never touches funds. recently, i made changes and ran chvek and also just gave the ui a fresh look in clean white, black and royal blue 💙 both videos below show the same project. the first one is the original before we made changes, and the second is the new look. please watch both 👇 try it: ryo-pulse.myacxt.site code: github.com/Mhiah/RYO-PULSE