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backtesting-frameworks - Professional Backtesting Systems for Trading Strategy Development

Build robust backtesting systems for trading strategies with proper bias handling and cost modeling

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Updated: 2026-02-13

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • build point-in-time data pipelines
  • implement event-driven simulation
  • create realistic cost models
  • perform walk-forward testing
  • define evaluation criteria

Inputs

  • historical market data
  • trading strategy logic
  • transaction cost parameters
  • hypothesis definition
  • universe selection

Outputs

  • backtest performance reports
  • strategy validation results
  • simulation logs
  • walk-forward analysis
  • bias assessment reports

Requirements

  • historical data availability
  • backtesting infrastructure
  • event-driven simulation engine
  • proper data segmentation

Source

  • Spec: SKILL.md

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trading
backtesting
quantitative analysis
strategy validation
financial modeling
build point-in-time data pipelines
implement event-driven simulation
create realistic cost models
perform walk-forward testing
historical market data
trading strategy logic
transaction cost parameters
backtest performance reports
strategy validation results
simulation logs