Regime Trading Bot

# Live API output — June 17, 2026
Market Regime: Trending
Safety Score: 96.1 (HIGH)

Composite Signals:
  BTC: sell (score: -0.269)\n  ETH: neutral (score: -0.094)\n  SOL: sell (score: -0.135)\n  HYPE: strong_sell (score: -0.357)\n
# The bot would use this data to make trading decisions

import requests, time

BASE = "https://algotick.dev"

def get_regime_strategy():
    """Adapt trading strategy based on HMM regime classification."""
    regime = requests.get(f"{{BASE}}/v3/signals/regime",
                         params={{}}).json()
    composite = requests.get(f"{{BASE}}/v1/signals/composite",
                            params={{}}).json()

    for r in regime.get("regimes", []):
        coin = r.get("coin")
        label = r.get("regime_label", "UNKNOWN")
        confidence = r.get("confidence_score", 0)

        # Get composite signal for this coin
        comp = next((s for s in composite.get("signals", [])
                     if s.get("coin") == coin), {{}})
        score = comp.get("composite_score", 0)

        if "trending" in label.lower():
            # Trend-following: trade in direction of composite
            if score > 0.3:
                print(f"[LONG] {{coin}}: Trending regime, bullish composite ({{score:.3f}})")
            elif score < -0.3:
                print(f"[SHORT] {{coin}}: Trending regime, bearish composite ({{score:.3f}})")
        elif "mean" in label.lower() or "revert" in label.lower():
            # Mean-reversion: fade extreme moves
            if score > 0.4:
                print(f"[SHORT] {{coin}}: Mean-reverting, fade overbought ({{score:.3f}})")
            elif score < -0.4:
                print(f"[LONG] {{coin}}: Mean-reverting, fade oversold ({{score:.3f}})")
        else:
            print(f"[FLAT] {{coin}}: Regime={{label}}, staying neutral")

while True:
    get_regime_strategy()
    time.sleep(60)

# No API key required. All endpoints used by this template:
curl https://algotick.dev/v3/signals/regime
curl https://algotick.dev/v1/signals/composite
curl https://algotick.dev/v3/signals/safety
curl https://algotick.dev/v1/signals/volatility?coin=BTC