shadow-account

Extract trading rules from journals and backtest them across markets.

Updated Aug 27, 2026

Search Tags:#data-analysis #backtest #report-generation #multi-market #pnl-attribution #trade-journal #shadow-account

Ready to run

npx skills add https://github.com/prinzeval/Vibe-Trading --skill shadow-account-prinzeval

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: shadow-account
Source: https://github.com/prinzeval/Vibe-Trading/tree/main/VALENDATA/agent/src/skills/shadow-account
Command: npx skills add https://github.com/prinzeval/Vibe-Trading --skill shadow-account-prinzeval

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Shadow Account helps traders extract actionable profitability patterns from their trade journals by generating simple, human-friendly rules and enabling multi-market backtesting with attribution, culminating in a comprehensive PDF report.

Core Features & Use Cases

Extract 3-5 human-readable rules from a user’s trade journal.
Backtest across China A, HK, US, and crypto markets with delta_pnl and attribution breakdown.
Render HTML and PDF reports, plus delta_pnl and visuals for decision support.
Optional: scan today’s signals to surface potential shadow opportunities for exploration.

Quick Start

Upload your trade journal and activate the shadow-account skill to produce a 3-5 rule shadow strategy and a multi-market backtest report.

Frequently Asked Questions about shadow-account

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

FAQPage Schema

How do I backtest a trade journal across multiple markets?▼

To backtest a trade journal across multiple markets, you upload the journal to activate a workflow that derives 3-5 profitability rules and tests them across China A, HK, US, and crypto markets, yielding delta_pnl and attribution breakdowns.

What is PnL attribution in trade journal analysis?▼

PnL attribution in trade journal analysis is the process of breaking down profit and loss into contributing factors by backtesting extracted trading rules across multiple markets and rendering the detailed breakdown within an HTML or PDF report.

Can I generate a PDF report from my trade journal automatically?▼

Yes, you can generate a PDF report automatically by uploading your trade journal; the system analyzes the data to extract human-readable rules, runs multi-market backtests, and renders a final attribution-rich PDF and HTML summary for archival.

Does shadow-account require direct interaction with order execution?▼

No, shadow-account does not require direct interaction with order execution, as it is designed strictly for research and insight generation within user-approved contexts to analyze trade journals and produce backtest reports.

What's the best way to extract profitable trading rules from past trades?▼

The best way to extract profitable trading rules from past trades is to upload your trade journal into an analysis workflow that derives 3-5 human-readable shadow strategies based on your historical patterns and backtests them across multiple markets.

How do I surface today's trading signals from a backtested strategy?▼

To surface today's trading signals from a backtested strategy, you can use the optional scanning feature after generating your shadow strategy to identify potential shadow opportunities for exploration based on your derived profitability rules.