01 · Data
First-party market data
4-hour OHLCV pulled directly from each exchange's spot REST API. Funding rates from each venue's perp endpoint. No third-party aggregators.
Each component of the Jarvis stack is independently auditable, independently back-tested, and independently switchable. The result is a system you can reason about, not a black box you have to trust.
4-hour OHLCV pulled directly from each exchange's spot REST API. Funding rates from each venue's perp endpoint. No third-party aggregators.
Returns, RSI, ATR, MACD, Bollinger position, momentum, market efficiency ratio, volatility regime, on-balance volume, and 168-hour funding z-scores per asset.
Two binary classifiers per asset (long, short) trained on 18-month rolling windows, retrained monthly. Calibrated probabilities, not raw scores.
5-feature score across efficiency, volatility, momentum days, funding magnitude and skew. Routes capital between TREND-following (V36) and CHOP mean-reversion (V37) sub-strategies.
Notional scales by effective leverage (Kraken caps respected: 5× BNB, 10× majors). Order minimums enforced pre-submission. Fees and slippage modeled at 8 bps round-trip.
Daily Kraken (and shortly Binance / OKX / Bybit) AssetPairs snapshot. Diff against prior state surfaces silent leverage cuts, pair de-listings, and margin disablement.