risk-management

Circuit breakers automate trading halts based on volatility, consecutive losses, or system failures. You can automatically halt new trades if the portfolio experiences a 15% drawdown from its peak to preserve capital during adverse market conditions.

Portfolio-level risk management controls trading exposure by enforcing maximum drawdown limits, daily and weekly loss limits, alongside position concentration rules to maintain discipline and prevent catastrophic capital depletion.

You calculate VaR and Expected Shortfall using the included Python scripts and numpy dependency. These scripts facilitate dashboarding and analysis of equity curves to quantify portfolio risk metrics.

Yes, the framework utilizes numpy to implement hierarchical risk priorities and specific exposure limits. This structure ensures automated responses to market volatility or trading performance degradation are mathematically enforced.

Automated circuit breakers focus strictly on system failures, consecutive losses, and volatility. They enforce capital preservation rules but require predefined threshold configurations and do not predict sudden black swan market events outside their programmed limits.

Yes, this risk management approach specifically supports position concentration rules for crypto assets. It implements specific limits for position concentration to prevent overexposure within your portfolio hierarchy.