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SkillsMP has collected 41 skills from SZWzz/AStockPursue. Open a skill to review its source and details.
Showing 40 of 41 collected skills.
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…
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).
Write signal_engine.py for portfolios spanning multiple markets (A-shares + crypto, equity + forex, etc.)
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…
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.
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.
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.
Pair trading strategy. Trades mean reversion using the spread/ratio Z-score of two correlated instruments. Requires at least two instruments.
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.
Smart Money Concepts (ICT) signal engine. Uses the smartmoneyconcepts library to implement institutional-trading-school analysis of BOS, ChoCH, FVG, and order blocks (OB).
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…
Source text: Chinese
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.
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…
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。
Source text: Chinese
Diagnose failed or underperforming backtests, locate the root cause, and fix the issue
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.
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.
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）。
Source text: Chinese
CoinGecko crypto market data — top coins by market cap, trending, global stats, exchange volumes. Free, no API key.
Commodity market data — precious metals, energy, industrial metals, agriculture. Free via yfinance.
Data source selection decision tree. Load this skill BEFORE any backtest or data-fetching task to choose the best available data source.
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).
Trade execution modeling (backtest only) — slippage formulas (linear / square-root impact), VWAP/TWAP execution logic, market-impact cost estimation, and execution-assumption configuration.
Enhanced fundamentals data — A-share and HK stock financial statements, PE/PB/ROE, growth metrics via AKShare (Eastmoney). Free, no API key.
Global stock index data — S&P 500, DJI, NASDAQ, DAX, FTSE, Nikkei 225, Hang Seng, KOSPI, and more. Free via yfinance.
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.
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.
Financial news aggregation — search via DuckDuckGo, sector-specific queries, stock-specific news, economic calendar. Free, no API key.
Option P&L analysis methodology: payoff diagrams, breakeven calculation, multi-leg strategy visualization, and Greeks-based scenario analysis.
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。
Source text: Chinese
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。
Source text: Chinese
Export backtest strategies to indicator/strategy code for major trading platforms — TradingView, 通达信, 同花顺, 东方财富, MT5.
Professional financial research report generation — standard structure (summary / views / main body / risks / recommendation), Markdown formatting standards, rating system, and terminology guide.
Market sentiment indicators — VIX, VXN, GVZ, DXY, Yield Curve, Fear & Greed Index, Put/Call Ratio proxy. Free data from yfinance and alternative.me.
Social media intelligence: financial signal extraction from Twitter/X, Telegram, Discord, and Reddit for sentiment-driven trading strategies.
Create, modify, and optimize quantitative trading strategies, then backtest and evaluate them.
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.
Tencent Finance real-time quotes and K-line data for A-shares and HK stocks. Free, no API key, millisecond-level real-time data.
Twelve Data global market API — OHLCV for stocks/forex/crypto/indices, fundamentals, financial statements. Paid with 800 free credits/day.
Export a AStockPursue backtest strategy to a runnable vnpy CtaTemplate Python class — supports A-share equities, futures, and crypto via BarGenerator + ArrayManager.