BeClaude

anti-gambling-trader-tw

New
17GitHub TrendingGeneralby mars-tw

用統計學判斷你的交易是優勢還是賭博 — 支援台股/美股/加密貨幣,自動計算勝率盈虧比期望值、做顯著性檢定與樣本外驗證,並能產生個人交易程式專案

Summary

This skill helps traders evaluate whether their trading strategy has a statistical edge or is simply gambling.

  • It supports Taiwanese stocks, US stocks, and cryptocurrencies, automatically calculating win rate, risk-reward ratio, expected value, performing significance tests, and out-of-sample validation, and can generate a personal trading program project.

Install & Usage

1
Create the skills directory
mkdir -p .claude/skills
2
Download the skill file

Add the configuration to .claude/skills/anti-gambling-trader-tw.md

3
Invoke in Claude Code
/anti-gambling-trader-tw

Use Cases

Analyze your trading history to determine if your strategy has a statistically significant edge over random chance.
Calculate key metrics like win rate, risk-reward ratio, and expected value for your stock or crypto trades.
Perform hypothesis testing to see if your trading results are significantly different from a 50/50 coin flip.
Validate your trading strategy on out-of-sample data to check for overfitting.
Generate a Python trading bot project based on your validated strategy parameters.
Compare the performance of multiple trading strategies using statistical significance tests.

Usage Examples

1

/anti-gambling-trader-tw analyze my trade log for TSLA from 2023

2

Run a significance test on my crypto futures trades from the last 6 months

3

/anti-gambling-trader-tw generate trading bot project from my validated strategy

View source on GitHub

Security Audits

LicenseUnknownSourceWarnRepositoryPass

Frequently Asked Questions

What is anti-gambling-trader-tw?

This skill helps traders evaluate whether their trading strategy has a statistical edge or is simply gambling. It supports Taiwanese stocks, US stocks, and cryptocurrencies, automatically calculating win rate, risk-reward ratio, expected value, performing significance tests, and out-of-sample validation, and can generate a personal trading program project.

How to install anti-gambling-trader-tw?

To install anti-gambling-trader-tw: create the skills directory (mkdir -p .claude/skills), then add the config to .claude/skills/anti-gambling-trader-tw.md. Finally, /anti-gambling-trader-tw in Claude Code.

What is anti-gambling-trader-tw best for?

anti-gambling-trader-tw is a other categorized under General. Created by mars-tw.

What can I use anti-gambling-trader-tw for?

anti-gambling-trader-tw is useful for: Analyze your trading history to determine if your strategy has a statistically significant edge over random chance.; Calculate key metrics like win rate, risk-reward ratio, and expected value for your stock or crypto trades.; Perform hypothesis testing to see if your trading results are significantly different from a 50/50 coin flip.; Validate your trading strategy on out-of-sample data to check for overfitting.; Generate a Python trading bot project based on your validated strategy parameters.; Compare the performance of multiple trading strategies using statistical significance tests..