Bytesagain Quant Trader

核心功能涵盖量化策略生成、买卖信号分析、策略回测、风险与仓位计算、投资组合分析及资产筛选，支持股票、加密货币市场。典型场景包括生成特定风格的交易策略，回测历史表现，计算仓位大小等。通过命令行传入参数，输出策略逻辑、交易信号、风险指标、仓位建议等内容。

loutai0307-prog

热度 50.19

最近更新 2026-05-11 17:40:29

分类：数据依赖：代码执行应用场景：财务 / 数据处理 / 报告撰写 / 自动化脚本

安装技能

复制下面的话术发给你的 Agent，它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill： npx secure-skills-cli add bytesagain-quant-trader

Metadata

name: bytesagain-quant-trader
description: Build and analyze quantitative trading strategies. Input: asset, timeframe, parameters. Output: strategy logic, backtest signals, risk metrics, position sizing recommendations.
version: 1.0.0
author: BytesAgain
tags: ["trading","quantitative","finance","crypto","stocks","backtest","strategy"]

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 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 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 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 scripts/script.sh risk --capital 10000 --risk-pct 1 --entry 3200 --stop 3050

portfolio

Analyze portfolio allocation and correlation.

bash scripts/script.sh portfolio --assets "BTC,ETH,SOL,BNB" --weights "40,30,20,10"

screener

Screen assets by technical criteria.

bash scripts/script.sh screener --market crypto --filter "rsi<35,above-ma200,volume-spike"

help

Show all commands.

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

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