QC Order Forensics

Turn raw backtest order data into actionable diagnostic reports. Feed the output directly to an LLM for strategy improvement decisions.

When to use

Use this skill when the user has completed a backtest and wants to understand why the strategy performed the way it did. Typical triggers:

• "Analyze my backtest results"
• "Why did my strategy lose money?"
• "Show me the trade quality report"
• "Diagnose this backtest"

How it works

The OrderForensics class takes an orders.csv (and optionally a result.json) and produces a multi-section diagnostic report:

from forensics import OrderForensics