Lightlines
Catalogue
Sign in
By marketcalls

vectorbt-expert

marketcalls

Backtests with realistic costs and clear benchmark context.

strategy backtesting

What it does

Guides creation of strategy backtests with signals, performance analysis, parameter optimization, historical data, and trade analysis.

When to use it

Use when the user requests strategy backtesting, signal creation, portfolio analysis, optimization, or trade analysis.

How to use it

It changes how the agent creates project backtests, requiring benchmark comparisons and plain-language reports.

What you provide

  • An existing project

Uses


Access · 2

This skill

OpenAlgo

Read

Fetches market history from OpenAlgo

DuckDB database

Read

Reads your DuckDB market data

What you need · 8

Requires Python to run the backtesting code.

Requires vectorbt for portfolio simulation and analysis.

Requires pandas for market-data and result tables.

Requires numpy for numerical data handling.


About this skill

Visibility
Public
Repository
marketcalls/vectorbt-backtesting-skills
Created
Oct 8, 2026
Updated
Oct 8, 2026
Files
34