bytesagain-quant-trader

# Quant Trader Build, analyze, and optimize quantitative trading strategies. Covers signal generation, risk metrics, position sizing, and backtesting logic for crypto and equity markets. ## Commands ### strategy Generate a quantitative trading strategy for a given asset and timeframe. ```bash bash scripts/script.sh strategy --asset BTC --timeframe 4h --style momentum ``` Styles: `momentum`, `mean-reversion`, `breakout`, `trend-following`, `pairs` ### signal Analyze price action and generate entry/exit signals. ```bash bash scripts/script.sh signal --asset ETH --price 3200 --ma20 3050 --ma50 2900 --rsi 62 --volume "above-avg" ``` ### backtest Estimate strategy performance metrics from parameters. ```bash bash scripts/script.sh backtest --strategy momentum --asset BTC --period "2023-2024" --entry-rsi 30 --exit-rsi 70 ``` ### risk Calculate position size and risk metrics. ```bash bash scripts/script.sh risk --capital 10000 --risk-pct 1 --entry 3200 --stop 3050 ``` ### portfolio Analyze portfolio allocation and correlation. ```bash bash scripts/script.sh portfolio --assets "BTC,ETH,SOL,BNB" --weights "40,30,20,10" ``` ### screener Screen assets by technical criteria. ```bash bash scripts/script.sh screener --market crypto --filter "rsi<35,above-ma200,volume-spike" ``` ### help Show all commands. ```bash bash scripts/script.sh help ``` ## Key Metrics Output - Sharpe ratio, max drawdown, win rate, profit factor - Position sizing: Kelly criterion and fixed fractional - Risk/reward ratio per trade ## Disclaimer For educational and research purposes only. Not financial advice. Always verify with real market data before trading. ## Feedback https://bytesagain.com/feedback/ Powered by BytesAgain | bytesagain.com