القائمة
Data source selection decision tree. Load this skill BEFORE any backtest or data-fetching task to choose the best available data source.
يُحدَّد Prompt الذي يراجع المصدر أولًا بشكل افتراضي. يمكنك التبديل إلى أمر مباشر أو تنزيل نسخة محلية.
اقرأ SKILL.md وأي ملفات مرافقة يعرضها SkillsMP قبل أن تقرر التثبيت.
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
يتجاوز الأمر المباشر Prompt المخصّص للمراجعة. افحص المصدر قبل تشغيله.
npx skills add https://github.com/SZWzz/AStockPursue --skill data-routingيبقى الأمر في سطر واحد. مرّر أفقيًا لمراجعته كاملًا قبل النسخ.
تفضّل نسخة محلية؟ نزّل الملفات المتاحة حاليًا لدى SkillsMP.
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 Journal analyzer, and Shadow Account (extract → backtest → render) across 6 data sources (tushare, yfinance, okx, akshare, ccxt, futu).
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.)
استنادا إلى تصنيف SOC المهني
عرض SKILL.md
| name | data-routing |
| category | data-source |
| description | Data source selection decision tree. Load this skill BEFORE any backtest or data-fetching task to choose the best available data source. |
| Source | Markets | Auth Required | Network | Skill |
|---|---|---|---|---|
| mootdx | A-shares | No | Unrestricted (TCP) | mootdx |
| tushare | A-shares, funds, futures, macro | Yes (TUSHARE_TOKEN) | China network | tushare |
| eastmoney | A-shares | No | Unrestricted | eastmoney |
| tencent | A-shares, HK stocks | No | Unrestricted | tencent |
| futu | A-shares, HK stocks | Yes (FutuOpenD) | Local FutuOpenD | — |
| baidu | A-shares | No | Unrestricted | baidu |
| akshare | A-shares, US, HK, futures, macro, forex | No | Unrestricted | akshare |
| yfinance | US stocks, HK stocks, ETFs, indices | No | Needs Yahoo Finance access | yfinance |
| finnhub | US stocks | Yes (FINNHUB_API_KEY) | Unrestricted | — |
| tiingo | US stocks | Yes (TIINGO_API_KEY) | Unrestricted | — |
| okx | Crypto (OKX exchange) | No (optional key) | Needs okx.com access | okx-market |
| ccxt | Crypto (100+ exchanges) | No | Needs exchange access | ccxt |
| coingecko | Crypto (market cap, trending) | No | Unrestricted | coingecko |
| twelvedata | Global (all markets) | Yes (TWELVE_DATA_API_KEY) | Unrestricted | twelvedata |
| global_indices | Global stock indices | No | Needs Yahoo Finance access | global-indices |
| commodities | Precious metals, energy, industrial, agri | No | Needs Yahoo Finance access | commodities |
| Source | Data Type | Auth Required | Skill |
|---|---|---|---|
| sentiment | VIX, DXY, Yield Curve, Fear & Greed | No | sentiment |
| fundamentals_enhanced | A-share/HK financial statements, PE/PB/ROE | No | fundamentals-enhanced |
| news | Financial news aggregation, economic calendar | No | news-aggregation |
Use source: "auto" — the runner automatically routes by symbol pattern and falls back to alternative sources if the primary one is unavailable.
You do NOT need to specify a concrete data source in config.json unless the user explicitly asks for one.
A-shares: mootdx (TCP, free, fastest) > eastmoney (HTTP K-line, stable) > tencent (real-time, free) > baidu (K-line + sector) > tushare (if TUSHARE_TOKEN is set) > twelvedata (if key set) > akshare (free fallback)
US stocks: yfinance > twelvedata (if key set) > finnhub (if key set) > akshare
HK stocks: yfinance > futu > tencent (fast, free) > twelvedata (if key set) > akshare
Crypto OHLCV: okx (single exchange) > ccxt (multi-exchange)
Crypto market data: coingecko (rankings, trending, global stats)
Futures: tushare > twelvedata > akshare
Indices: global_indices (via yfinance)
Commodities: commodities (via yfinance)
Macro / economics: akshare > tushare
Forex: akshare > twelvedata > yfinance
Use the market_sentiment Agent tool or SentimentFetcher class directly:
A-shares: tushare (financial statements, daily PE/PB) > fundamentals_enhanced (AKShare: PE-TTM, PB, PS, PEG, ROE, growth)
HK stocks: fundamentals_enhanced (AKShare: PE, PB, ROE, dividend yield) > twelvedata
US stocks: twelvedata (PE, PB, ROE, statements) > yfinance (basic info)
Use the financial_news Agent tool or NewsFetcher class:
TUSHARE_TOKEN environment variable exists| Market | Format | Examples |
|---|---|---|
| A-shares | NNNNNN.SZ/SH/BJ | 000001.SZ, 600000.SH |
| US stocks | TICKER.US | AAPL.US, MSFT.US |
| HK stocks | NNN(N).HK | 700.HK, 9988.HK |
| Crypto | SYMBOL-USDT | BTC-USDT, ETH-USDT |
| Futures | XXNNNN.EXCHANGE | CU2406.SHFE |
| Forex | XXX/YYY | USD/CNY, EUR/USD |
| Indices | CODE | SPX, DJI, IXIC, N225 |
| Commodities | CODE | XAUUSD, CL, HG |
The backtest runner implements automatic fallback at the market level:
A_share: mootdx → tushare → eastmoney → tencent → futu → baidu → twelvedata → akshare
US_equity: yfinance → twelvedata → finnhub → akshare
HK_equity: yfinance → futu → tencent → twelvedata → akshare
Crypto: okx → ccxt → coingecko
Futures: tushare → twelvedata → akshare
Forex: akshare → twelvedata → yfinance
Index: global_indices → yfinance
Commodity: commodities → yfinance
This is transparent to the user — they just see results.