BTC Contract Scanner

Execution

1. Fetch 1H+4H OKX candles → DataFrame
2. Market regime: trending_up/down/ranging/high_vol via EMA50 + volatility
3. 5 strategies × 2 directions = 10 signals per timeframe
4. Score: Σ(weight × signal × (0.3×1H + 0.7×4H))
5. Threshold: 3.5 → emit LONG/SHORT, else HOLD
6. Every 4h: walkforward grid search EMA params, update weights

Output

{"price":62500,"regime":"trending_down","long_score":1.15,"short_score":0.0,"decision":"hold"}

Evolution

• CAPTURED: Signal → ≥5% profit in 24h → capture market state
• FIX: 3 consecutive stop-loss → raise threshold +0.5, re-optimize
• DERIVED: ≥70% win-rate/20 trades → spawn SOL/ETH variants