从 10 个 Jev 仓库取经，把结构化决策搬进 memecoin 交易

zostaff @zostaff原推发布于 2026.09.24

在 X 上打开原推

I WENT THROUGH THE 10 BEST REPOS BUILT ON JEV AND TOOK ONE THING FROM EACH INTO DEGEN VILLAGE. MEMECOIN TRADING NOW RUNS ON TYPED DECISIONS INSTEAD OF PROSE. http://degenvillage.se the pattern is the same in all ten. jev never writes a paragraph. it reads structured state and returns a decision with a confidence number that is exactly what a memecoin feed needs > agent-desktop reads the accessibility tree and picks the next button http://github.com/lahfir/agent-desktop took: read the structure, not the picture. the village reads pool state, never a chart image > typesafe-mario plays mario from emulator ram, no screenshots http://github.com/fhshaik/typesafe-mario took: the raw state is always cheaper than a rendering of it. detectors read reserves, not candles > jev-drone handles the high level while flight control keeps it stable http://github.com/RomanSlack/jev-drone took: jev decides, the engine executes. exits are never routed through the model > OneVOneJev judges movement, aim and fire every tick in a browser fps http://github.com/emrickgarrett/OneVOneJev took: a decision per tick, not per minute. the village scores every launch the second it lands > jev-trader market makes on monad testnet at 81ms latency http://github.com/jarrodwatts/jev-trader took: latency is the feature. jev scores a pool in 190ms before any agent spends a call > Prism judges toxic flow and mean reversion, then hands off to the strategy http://github.com/irfndi/prism-liquidity-agent took: the filter and the trader are separate. jev sits in front, the agents stay untouched > neo4jev walks a knowledge graph edge by edge http://github.com/jexp/neo4jev took: wallets are a graph. the spider now walks funder edges the same way > jev-curate screens training data before it enters a run http://github.com/AkashPriyadarshii/jev-curate took: screen the input, not the output. bad launches never reach the expensive model > Canny checks whether a coding agent is really done http://github.com/qkal/Canny took: verify the claim against the artifact. every fill is checked against the pool it claimed to hit > killmyidea scores a startup and returns KILL, FIX or SHIP http://github.com/monteduro/killmyidea took: a verdict word beats an essay. every token gets FIRE, WATCH, SKIP or RUG what it looks like now in the village jev scores the pool in 190ms. the analyzer breaks the verdict into 14 fields. eight detectors filter the signal. grok explains it in the chat $0.001 per token. a thousand tokens for a dollar 23 bad trades blocked in one night. 2 ETH saved by refusing none of this is a wrapper on a chat model. it is ten repos worth of the same idea pointed at memecoins

这条是引用着另一条写的：x.com/zostaff/status/2096558559861309474