SZWzz/AStockPursue

astockpursue

Professional finance research toolkit — backtesting (7 engines + benchmark comparison panel), factor analysis, Alpha Zoo (452 pre-built alphas across qlib158/alpha101/gtja191/academic), options pricing, 75 finance skills, 29 multi-agent swarm teams, Trade…

原文语言：英语

harmonic

Harmonic Patterns signal engine. Identifies XABCD five-point structures such as Gartley/Bat/Butterfly/Crab based on Fibonacci geometry, and generates trading signals in the PRZ (Potential Reversal Zone).

原文语言：英语

cross-market-strategy

Write signal_engine.py for portfolios spanning multiple markets (A-shares + crypto, equity + forex, etc.)

原文语言：英语

elliott-wave

Elliott Wave Theory signal engine. Detects swing points through Zigzag, matches 5-wave impulse and 3-wave corrective structures, validates them with Fibonacci wave relationships, and generates trend-top / correction-complete signals. Pure in-house pandas…

原文语言：英语

ichimoku

Ichimoku Kinko Hyo five-line system signal engine. A standalone Japanese technical-analysis school that generates trading signals from Tenkan/Kijun crossovers, cloud position, and Chikou confirmation. Pure pandas implementation.

原文语言：英语

minute-analysis

Minute-level data analysis and backtesting. Retrieves minute candlesticks through OKX/Tushare/yfinance and can be used both for analysis and as input to the backtest engine.

原文语言：英语

okx-market

OKX cryptocurrency market data interface. Uses the OKX V5 REST API to retrieve spot, derivatives, index, and other crypto market data, including real-time prices, candlesticks, funding rates, open interest, and more. No authentication required, free to use.

原文语言：英语

pair-trading

Pair trading strategy. Trades mean reversion using the spread/ratio Z-score of two correlated instruments. Requires at least two instruments.

原文语言：英语

seasonal

Seasonal/calendar-effect strategy. Generates trading signals from time-based patterns such as month-of-year effects and day-of-week effects. Suitable for any OHLCV data.

原文语言：英语

smc

Smart Money Concepts (ICT) signal engine. Uses the smartmoneyconcepts library to implement institutional-trading-school analysis of BOS, ChoCH, FVG, and order blocks (OB).

原文语言：英语

tushare

tushare — A-share financial data (OHLCV + fundamentals). Requires TUSHARE_TOKEN (registration + points). For free OHLCV without auth, prefer mootdx/eastmoney/tencent/baidu. Use tushare primarily for fundamentals (financial statements, ST status, etc.) where…

akshare

AKShare financial data aggregator (18k+ stars). Free, no API key. Covers A-shares, US, HK, futures, macro, forex. Last-resort fallback in the A-share chain (8th of 8) — prefer mootdx/eastmoney/tencent/baidu for OHLCV.

原文语言：英语

alpha-zoo

Browse and bench the bundled alpha zoos — prebuilt cross-sectional factor libraries (Kakushadze 101, GTJA 191, Qlib 158, Fama-French / Carhart). Use when the user asks "which alphas exist", wants metadata on a named alpha, or wants to run IC/IR on a whole zoo…

原文语言：英语

ashare-pre-st-filter

A 股 ST/*ST 风险预测框架 — 基于最新中报/三季报或业绩预告/快报，预测下一财年是否会因营收、利润、净资产、分红不达标而被风险警示，并将新浪监管处罚记录作为独立证据面纳入风险等级。仅适用于 A 股，不预测财务造假。

backtest-diagnose

Diagnose failed or underperforming backtests, locate the root cause, and fix the issue

原文语言：英语

baidu

Baidu Stock Trading (百度股市通) A-share K-line with built-in MA5/MA10/MA20 + concept/industry/region sector classification. Free, no API key.

原文语言：英语

candlestick

Candlestick pattern recognition engine, pure pandas vectorized implementation of 15 classic candlestick patterns (5 single-candle + 5 double-candle + 4 triple-candle + 1 trend confirmation), generating a composite signal from bullish/bearish pattern scores.

原文语言：英语

chanlun

基于缠论（缠中说禅）的形态识别引擎，使用czsc库自动检测K线分型、笔、中枢，并生成一买/一卖/二买/二卖/三买/三卖等买卖点信号。支持多周期分析和形态分类（3/5/7/9/11笔形态）。

coingecko

CoinGecko crypto market data — top coins by market cap, trending, global stats, exchange volumes. Free, no API key.

原文语言：英语

commodities

Commodity market data — precious metals, energy, industrial metals, agriculture. Free via yfinance.

原文语言：英语

data-routing

Data source selection decision tree. Load this skill BEFORE any backtest or data-fetching task to choose the best available data source.

原文语言：英语

eastmoney

EastMoney (东方财富) push2 HTTP K-line for A-shares. Free, no API key. The most stable free HTTP K-line source for Chinese stocks. Supports daily + minute-level OHLCV (1m/5m/15m/30m/60m).

原文语言：英语

execution-model

Trade execution modeling (backtest only) — slippage formulas (linear / square-root impact), VWAP/TWAP execution logic, market-impact cost estimation, and execution-assumption configuration.

原文语言：英语

fundamentals-enhanced

Enhanced fundamentals data — A-share and HK stock financial statements, PE/PB/ROE, growth metrics via AKShare (Eastmoney). Free, no API key.

原文语言：英语

global-indices

Global stock index data — S&P 500, DJI, NASDAQ, DAX, FTSE, Nikkei 225, Hang Seng, KOSPI, and more. Free via yfinance.

原文语言：英语

mootdx

MooTDX — TCP direct connection to TDX (通达信) for A-share K-line data. Free, no API key, no IP blocking. Supports daily/weekly/monthly/minute OHLCV + level-2 order book + tick-by-tick trades.

原文语言：英语

multi-factor

Multi-factor cross-sectional stock ranking. Combines factor standardization, equal-weight or IC-weighted scoring, and TopN portfolio construction. Suitable for multi-instrument portfolio strategies.

原文语言：英语

news-aggregation

Financial news aggregation — search via DuckDuckGo, sector-specific queries, stock-specific news, economic calendar. Free, no API key.

原文语言：英语

options-payoff

Option P&L analysis methodology: payoff diagrams, breakeven calculation, multi-leg strategy visualization, and Greeks-based scenario analysis.

原文语言：英语

paper-trading-diagnose

模拟盘问题诊断 — 排查策略无信号、不交易、异常亏损、数据源问题、风控频繁触发等常见故障，定位根因并给出修复建议。

paper-trading-guide

模拟盘操作指南 — 创建运行、启动/停止/暂停、查看实时K线、持仓和成交数据，以及通过SSE获取实时更新的完整工作流。

pine-script

Export backtest strategies to indicator/strategy code for major trading platforms — TradingView, 通达信, 同花顺, 东方财富, MT5.

原文语言：英语

report-generate

Professional financial research report generation — standard structure (summary / views / main body / risks / recommendation), Markdown formatting standards, rating system, and terminology guide.

原文语言：英语

sentiment

Market sentiment indicators — VIX, VXN, GVZ, DXY, Yield Curve, Fear & Greed Index, Put/Call Ratio proxy. Free data from yfinance and alternative.me.

原文语言：英语

social-media-intelligence

Social media intelligence: financial signal extraction from Twitter/X, Telegram, Discord, and Reddit for sentiment-driven trading strategies.

原文语言：英语

strategy-generate

Create, modify, and optimize quantitative trading strategies, then backtest and evaluate them.

原文语言：英语

technical-basic

Core technical indicator collection (trend EMA/ADX + mean-reversion BB/RSI + volume-price OBV/volume ratio), generates a composite signal via three-dimensional voting. Pure pandas implementation for any OHLCV data.

原文语言：英语

tencent

Tencent Finance real-time quotes and K-line data for A-shares and HK stocks. Free, no API key, millisecond-level real-time data.

原文语言：英语

twelvedata

Twelve Data global market API — OHLCV for stocks/forex/crypto/indices, fundamentals, financial statements. Paid with 800 free credits/day.

原文语言：英语

vnpy-export

Export a AStockPursue backtest strategy to a runnable vnpy CtaTemplate Python class — supports A-share equities, futures, and crypto via BarGenerator + ArrayManager.

原文语言：英语