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live-trading-monitoring

Detect and mitigate drift between backtested expectations and live trading performance.

10|2|Updated Mar 14, 2026
Search Tags:#dashboard#drift-detection#alerting#live-trading#kill-switch#risk-monitoring#pnl-monitoring
One-click install
npx skills add https://github.com/brainbytes-dev/everything-claude-trading --skill live-trading-monitoring
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: live-trading-monitoring
Source: https://github.com/brainbytes-dev/everything-claude-trading/tree/main/skills/backtesting/live-trading-monitoring
Command: npx skills add https://github.com/brainbytes-dev/everything-claude-trading --skill live-trading-monitoring

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Real-time surveillance of deployed strategies to detect drift, monitor performance, and activate automated kill switches, reducing the risk of unnoticed degradation.

Core Features & Use Cases

  • Drift detection: compare live performance against backtests and alert on discrepancies
  • P&L tracking and risk monitoring: daily reconciliation and exposure management
  • Kill switches and automated risk controls: scaled response levels to protect capital
  • Alerts and dashboards: real-time visualization and notifications for traders

Quick Start

Enable live monitoring for your strategy and configure drift alerts and kill-switch thresholds.

Frequently Asked Questions about live-trading-monitoring

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I detect drift between my backtested strategy and live trading performance?▼

Drift detection between backtested expectations and live trading performance is identified using CUSUM statistical analysis and rolling metrics. The system compares live results against backtest benchmarks and alerts on discrepancies.

Can I set up automated kill switches for my live trading strategy?▼

Automated kill switches can be configured with scaled response levels to protect capital during live trading. The system executes independent kill-switch actions when performance breaches predefined threshold-based alert levels.

Does live trading monitoring support equities, futures, options, and crypto?▼

Live trading monitoring supports daily reconciliation and drift detection across equities, futures, options, and crypto asset classes. The system applies CUSUM drift detection and rolling metrics to all supported instruments.

What is CUSUM drift detection and when do I need it for trading?▼

CUSUM drift detection is a statistical method used to identify cumulative performance deviations between backtested and live trading results. It is needed when deployed strategies require real-time surveillance to prevent unnoticed degradation.

How do I configure threshold-based alerts for live trading risk monitoring?▼

Threshold-based alerts for live trading risk monitoring are configured by setting automated trigger levels for P&L and exposure metrics. The system activates scaled risk controls and dashboards when these thresholds are breached.

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