Retrieve free historical OHLCV and quote data across global markets.
npx skills add https://github.com/wudye/traderAssistHK --skill akshare-wudye
Please help me install this Agent Skill. Skill: akshare Source: https://github.com/wudye/traderAssistHK/tree/main/backend/src/skills/akshare Command: npx skills add https://github.com/wudye/traderAssistHK --skill akshare-wudye
Traders and researchers need consistent historical and real-time market data across A-shares, US, HK, futures, macro, and forex, but paid APIs or brittle providers can break workflows or slow experimentation.
Use case: You want to backtest a strategy on an HK stock and need daily OHLCV with a specific adjustment mode; use AKShare to retrieve the dataset and feed it into the backtesting pipeline.
Ask the system to load AKShare data for an HK stock’s daily OHLCV between two dates with a chosen adjustment (e.g., qfq) so you can run your backtest.
High-intent search queries and answers about installing and using this skill.
You can fetch free historical OHLCV data for backtesting A-shares and US stocks without an API key by using a data library that aggregates public financial sources like Sina and East Money, requiring no paid subscriptions.
The best way to get market data when tushare or yfinance fails is using a backtest-friendly fallback data source that retrieves historical quotes across A-shares, US, and HK markets without needing API keys.
Format stock symbols and dates for historical market data queries by using digits for A-shares, prefixes like 105.AAPL or 106.BABA for US stocks, zero-padded codes for HK stocks, and YYYYMMDD inputs for date ranges.
Yes, you can retrieve backtesting data for futures, forex, and macro indicators without paid APIs by using an open-source data library that aggregates broad market coverage from publicly available financial sources.
AKShare does support specific adjustment modes like qfq for backtesting pipelines, allowing you to retrieve daily OHLCV datasets with a chosen adjustment method to feed directly into your trading strategy analysis.
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