How It Works
MasterBitcoin runs a fully automated pipeline from raw market data to ranked signals. Here is each stage in the process.
- 1
Data Ingestion
Price history, funding rates, open interest, and long/short ratios are pulled from Bybit every 4–8 hours across 580+ perpetual markets. Data quality checks reject stale or malformed ticks before they enter scoring.
- 2
Score Computation
Three independent factor scores are computed for each symbol: Cross-Sectional Momentum (XS), Time-Series Momentum (TS), and Market-Structure score (MS). Scores are normalised to a 0–100 scale and combined into a composite.
- 3
Filter & Gate
The composite score passes through a layered gate stack: dispersion gate (market breadth), BTC direction gate (macro tail-risk), alt-BTC spread gate (correlation regime), and a blow-off top detector. Each gate is independently validated.
- 4
Signal Generation
Symbols surviving all gates are ranked. The top positions become Tier 1 signals; the next band are Tier 2. Signals carry metadata: score, regime state, recommended entry window, and a confidence tag based on OOS backtest performance.
- 5
API Delivery
Signals are published to the REST API within minutes of computation. Bearer-token auth, rate-limited per plan tier. Webhooks (coming soon) will push signals to your endpoint the moment they are generated.