A prediction desk, not a chatbot
Independent forecasters (a rules engine, a logistic model, TimesFM, dealer gamma, crowd odds) feed a fusion layer and a bull-vs-bear debate, then a learning loop grades every committed call.
Keyless & local-first
The core needs no API keys. Every quote, macro read and options chain comes from a small, stdlib-only Python tool you can read. Your positions never leave your machine.
Bull vs Bear, with a judge
Three LLM calls argue the long and short cases over a frozen evidence pack, then a judge commits: a 5-tier verdict with entry, invalidation and a time stop — run them all on one model or across several.
Smart money, two lenses
Contrarian sentiment (Fear & Greed, perp funding) plus on-chain whale flow from labeled Ethereum wallets — read live off a public node, no account required.
Bilingual by design
One toggle flips the entire dashboard and the model output between English and 简体中文 — the same desk serves a US book and an A-share / HK book.
Options & dealer gamma
Signed GEX, call walls and put walls from CBOE chains, fused with statistical cones into a confluence ladder — the price levels two independent methods both name.