OpenClaw + CoinGlass + RiskState + Hyperliquid

import requests
from hyperliquid.exchange import Exchange
from hyperliquid.utils import constants

# 1. Derivatives context from CoinGlass (funding / OI / liquidations)
funding = requests.get(
    "https://open-api-v3.coinglass.com/api/futures/funding-rate",
    headers={"coinglassSecret": COINGLASS_KEY},
    params={"symbol": "BTC"}
).json()

# 2. Get risk policy from RiskState (perps interpretation)
policy = requests.post(
    "https://api.riskstate.ai/v1/risk-state",
    headers={"Authorization": f"Bearer {RISKSTATE_KEY}"},
    json={"asset": "BTC", "include_details": True}
).json()

max_size = policy["exposure_policy"]["max_size_fraction"]  # max notional %
bias = policy["exposure_policy"]["direction_bias"]
blockers = policy["risk_flags"]["structural_blockers"]
squeeze = policy["positioning"]["squeeze_direction"]

# 3. Enforce governance before opening a leveraged perp
if "SQUEEZE_RISK" in blockers:
    print(f"BLOCKED: squeeze risk ({squeeze}) - no leveraged entry")
elif bias == "NEUTRAL":
    print("No directional edge - stand aside")
else:
    # 4. Size notional within the cap, choose your own leverage
    leverage = 5
    notional = portfolio_value * max_size      # 0.33 -> 33% notional
    is_buy = bias == "LONG_PREFERRED"
    # no-withdraw API wallet: can trade, cannot withdraw
    ex = Exchange(agent_wallet, constants.MAINNET_API_URL)
    ex.update_leverage(leverage, "BTC")
    ex.market_open("BTC", is_buy, notional / mark_price)
    print(f"Opened {'LONG' if is_buy else 'SHORT'} {notional:.0f} @ {leverage}x")