backtester
CommunityTest trading strategies with historical data.
Finance & Accounting#performance metrics#backtesting#trading strategy#historical data#rsi#moving average
Authorkayzaa
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill allows users to rigorously test their trading strategies against historical market data, providing crucial insights into potential performance and risks before deploying real capital.
Core Features & Use Cases
- Historical Data Loading: Fetches OHLCV data from exchanges for specified periods and timeframes.
- Strategy Simulation: Executes predefined trading logic (e.g., RSI, Moving Averages) on historical data.
- Performance Metrics: Calculates key metrics like total return, Sharpe ratio, and maximum drawdown.
- Use Case: A quantitative trader wants to validate a new RSI-based strategy on Bitcoin's historical data for the past year to understand its potential profitability and risk profile.
Quick Start
Run a simple RSI backtest on BTC/USDT for the last year using daily data.
Dependency Matrix
Required Modules
ccxttapandasnumpy
Components
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: backtester Download link: https://github.com/kayzaa/k.i.t.-bot/archive/main.zip#backtester Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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