Vectorbt Expert
Vectorbt Expert analyzes trading signals from vector-based bots to identify profitable opportunities and optimize your strategy for better returns.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add vectorbt-expert npx -- -y @trustedskills/vectorbt-expert
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"vectorbt-expert": {
"command": "npx",
"args": [
"-y",
"@trustedskills/vectorbt-expert"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
The vectorbt-expert skill enables AI agents to perform advanced backtesting of trading strategies using the VectorBT library. It allows for efficient simulation and analysis of financial strategies on historical data, including metrics like returns, risk-adjusted performance, and drawdowns.
When to use it
- To evaluate the effectiveness of a new trading strategy before deploying it live
- When analyzing historical market data to optimize entry/exit conditions
- For comparing multiple strategies side-by-side using standardized performance metrics
Key capabilities
- Backtesting of custom trading strategies
- Performance analysis with metrics like Sharpe ratio and maximum drawdown
- Integration with financial datasets for simulation accuracy
Example prompts
- "Backtest a moving average crossover strategy on the S&P 500 from 2010 to 2023"
- "Compare the performance of two portfolio allocation strategies using historical stock data"
- "Generate a risk-adjusted return analysis for a high-frequency trading algorithm"
Tips & gotchas
- Ensure your input data is properly formatted and aligned with VectorBT’s requirements.
- Be mindful of overfitting when tuning strategy parameters based on backtest results.
Tags
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Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
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