Backtesting Frameworks
This framework enables rapid testing of trading strategies against historical data, optimizing performance and informing investment decisions.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add backtesting-frameworks npx -- -y @trustedskills/backtesting-frameworks
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"backtesting-frameworks": {
"command": "npx",
"args": [
"-y",
"@trustedskills/backtesting-frameworks"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
The backtesting-frameworks skill provides tools and libraries that allow users to simulate trading strategies using historical market data. It enables analysis of how a strategy would have performed in the past, helping identify strengths, weaknesses, and potential profitability before real-world deployment.
When to use it
- You want to evaluate the performance of a new trading algorithm using historical financial data.
- You are developing an automated trading system and need to validate its logic with simulated market conditions.
- You aim to compare multiple strategies side-by-side based on their historical returns and risk metrics.
Key capabilities
- Simulate trades using historical price data
- Calculate performance metrics like Sharpe ratio, drawdowns, and win rates
- Support for multiple financial instruments and timeframes
Example prompts
- "Backtest a moving average crossover strategy on S&P 500 data from 2010 to 2023."
- "Compare the returns of a long-only portfolio versus a mean-reversion strategy using NASDAQ historical prices."
- "Generate performance reports for a set of trading strategies over different market conditions."
Tips & gotchas
- Ensure your historical data is clean and properly formatted before running simulations.
- Be aware that past performance does not guarantee future results, so backtesting should be used as one tool among others in strategy development.
Tags
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