Agent Skills

trading-quant

量化交易数据分析工具。A股/美股/港股/贵金属实时行情,多维度评分(技术面+资金面+基本面),涨跌停池,北向资金,分钟级资金流。Use when: (1) 查询任何股票实时行情和评分, (2) 分析A股涨跌停异动, (3) 查看北向资金流向, (4) 美股港股贵金属行情, (5) 全球市场概览, (6) 个股资金流分析。

Install

npx skills add https://github.com/lanyasheng/trading-quant --skill trading-quant
SKILL.md

量化交易数据分析

通过腾讯/新浪/东财/同花顺多数据源获取实时行情,提供5维评分体系。

工具列表

所有工具统一入口:

python3.12 {baseDir}/scripts/quant.py <tool> [args...]

A股分析

python3.12 {baseDir}/scripts/quant.py stock_analysis [codes]
python3.12 {baseDir}/scripts/quant.py intraday_snapshot

全球市场

python3.12 {baseDir}/scripts/quant.py us_stock [symbols]
python3.12 {baseDir}/scripts/quant.py hk_stock [codes]
python3.12 {baseDir}/scripts/quant.py commodity [codes]
python3.12 {baseDir}/scripts/quant.py global_overview

市场数据

python3.12 {baseDir}/scripts/quant.py market_anomaly
python3.12 {baseDir}/scripts/quant.py market_scan
python3.12 {baseDir}/scripts/quant.py top_amount [N]
python3.12 {baseDir}/scripts/quant.py capital_flow [codes]
python3.12 {baseDir}/scripts/quant.py northbound_flow
python3.12 {baseDir}/scripts/quant.py gold_analysis
python3.12 {baseDir}/scripts/quant.py margin_data [code]
python3.12 {baseDir}/scripts/quant.py lhb [date]
python3.12 {baseDir}/scripts/quant.py main_flow [codes]

维护

python3.12 {baseDir}/scripts/quant.py warm_klines
python3.12 {baseDir}/scripts/quant.py save_daily
python3.12 {baseDir}/scripts/quant.py system_health

评分体系

维度 权重 指标
技术面 25% MACD/RSI/KDJ/均线/布林
资金面 30% 量比/换手率/量价/主力资金
基本面 10% PE/PB/市值
消息面 20% LLM 根据新闻原文判断
情绪面 15% LLM 根据市场数据判断

信号等级

STRONG_BUY(>=80) > BUY(>=65) > WATCH(>=50) > HOLD(>=35) > SELL(>=20) > STRONG_SELL(<20)

数据源

市场 主源 降级链
A股 腾讯 新浪→东财→同花顺
美股 腾讯 yfinance
港股 腾讯 -
商品 新浪期货 -

规则

  1. 必须使用工具获取数据,禁止凭记忆回答行情
  2. PE>100 或 PB<0.8 时必须标注风险
  3. 涨停>30只时提示市场情绪亢奋
  4. 北向净流出>50亿时提示外资撤离

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