// nine lives of market foresight
The oracle that sees the market.
Nekoracle watches live crypto and equities through two minds at once — a time-series transformer that forecasts where price is headed, and an LLM that reasons about why — then distills it into structured, risk-filtered signals. No hype, no trade execution. Just clear-eyed insight.
The two-brain architecture
novel pipelineMost bots bolt an LLM onto a price feed. Nekoracle runs a real forecasting model first, gates spend with a cheap trigger, and only then lets a language model reason over the numbers — a pipeline where every stage degrades safely.
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01
Ingest
Live OHLCV candles stream in via CCXT (crypto) and Yahoo Finance (stocks), normalized to one schema.
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02
Forecast · the eyes
TimesFM 2.5 (200M), self-hosted, projects the forward price path. A numpy baseline is always the fallback, so signals never stall.
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03
Prefilter gate
A cheap check — forecast move, RSI extreme, or support/resistance touch. Quiet markets stop here at zero LLM cost.
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04
Reason · the mind
An LLM via OpenRouter reads indicators + forecast and returns strict JSON: signal, confidence, risk, and the reasoning behind it.
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05
Signal
A risk filter clamps confidence, blocks unsafe language, and persists a clean, auditable signal — never financial advice.
Seeing “quiet market / no trade zone” a lot? That's step 03 doing its job — declining to spend on reasoning until price actually moves.
Latest signals
Trending stocks
yahoo financeCrypto basket
liveSignal history
| Time | Asset | TF | Signal | Conf | Risk | Forecast | Summary |
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