# Quant System 5steps

> 5-Step Quant Trading System with multi-source data, enhanced ML models, and 15+ strategy templates

- Skill: `lord1egypt/quant-system-5steps` (Agent Skill)
- Install (CLI): `npx skillmds@latest add lord1egypt/quant-system-5steps`
- Raw SKILL.md: https://api.skillmd.com/api/skills/lord1egypt/quant-system-5steps/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: Lord1Egypt (https://skillmd.com/u/lord1egypt)
- Updated: 2026-09-08
- Page: https://skillmd.com/skills/lord1egypt/quant-system-5steps

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# 📊 Quant System 5-Steps

## 🚀 5步量化交易系统 (增强版)

| 步骤 | 功能 | 改进 |
|------|------|------|
| 1️⃣ | 数据收集 | 多数据源 (Hyperliquid + Binance) |
| 2️⃣ | 数据分析 | 30+ 技术指标 |
| 3️⃣ | 模型构建 | 50特征 + 改进参数 |
| 4️⃣ | 策略生成 | 15+ 策略模板 |
| 5️⃣ | 回测优化 | 绩效评估 |

## 📦 数据源

- **Hyperliquid** - 实时价格
- **Binance** - 备份价格 + 订单簿

## 🤖 策略模板 (15个)

基础:
- momentum
- mean_reversion
- breakout
- macd_cross

增强:
- supertrend
- ichimoku
- adx_trend
- vwap_reversion
- stochastic_rsi
- volume_profile
- cci_extreme
- williams_r
- fibonacci_retrace
- omendation_divergence

## 🎯 模型改进

- 特征数: 30 → 50
- 决策树: 100 → 200
- 学习率: 0.1 → 0.05
- 正则化: 添加L1/L2
- 交叉验证: 支持

## 💰 Pricing
- **免费** (待集成Billing)

## Usage

```python
from quant_pipeline import QuantSystem5Steps

system = QuantSystem5Steps()
result = system.run("BTCUSDT")
```