10 个值得 clone 的 Jev 仓库清单（含真实 star 数）
列出 10 个 Jev 相关仓库：浏览器 agent、交易 bot、税务分类、Postgres 过滤、国际象棋等，并纠正了流传的错误 star 数。
ten jev repos actually worth cloning, with the star counts checked this morning. most of the lists going around have the numbers wrong, so here is what is really there. jev-ultrafast - browser agent that picks every click itself, only calling a text model when it has to type. 5.9k stars http://github.com/browser-use/jev-ultrafast hftbacktest - queue position, feed latency and order latency on full L2 and L3 tick data. the difference between a backtest and a fantasy. 4.7k stars http://github.com/nkaz001/hftbacktest nautilus_trader - the same event driven code path for backtest and live, so your fills do not change when real money shows up. 29.1k stars http://github.com/nautechsystems/nautilus_trader tax-doc-classifier - 261 real IRS forms, 100% strict accuracy, about $0.001 a page. 18 stars http://github.com/kyotofin/tax-doc-classifier jev-curate - streams Parquet and JSONL through typed judgments at 1,500+ rows a second and keeps only what clears the bar. 1 star http://github.com/AkashPriyadarshii/jev-curate pg-jev - a postgres extension that filters rows by plain english, no embeddings, no vector column. 1 star http://github.com/realZachi/pg-jev killmyidea - describe your startup, get back kill, fix or ship. 18 stars http://github.com/monteduro/killmyidea typesafe-chess - every move is a typed Choice, and the MCTS variant actually uses the probability distribution instead of throwing it away. 0 stars http://github.com/TholeG/typesafe-chess jev-trader - one trade decision per 300ms Monad block on Kuru MON-USDC. 13 stars, not the 1,900 you have been told http://github.com/jarrodwatts/jev-trader calibration-framework - reliability curves and expected calibration error. tells you whether a 0.8 from your model is actually 0.8 http://github.com/EFS-OpenSource/calibration-framework one trap while you are here. py-clob-client is archived and still the top google result for polymarket. the live one is http://github.com/Polymarket/py-sdk nine of these return a typed decision. one of them tells you whether that decision was any good. you need both halves, otherwise you are just paying for confident noise at 300ms intervals.
这条是引用着另一条写的：x.com/dain0x/status/2102363438370480337