The Agent Skills Directory

[SAFE]: The skill's primary function is to facilitate financial data acquisition through the legitimate AKShare library. The provided installation steps (pip install akshare --upgrade) and verification commands are standard development practices.
[SAFE]: Data processing logic in references/common-recipes.md uses industry-standard libraries such as pandas and numpy. It performs routine tasks like technical indicator calculation, data cleaning, and type conversion (pd.to_numeric, pd.to_datetime) which are characteristic of financial analysis tools.
[SAFE]: Network operations are performed via the AKShare library to fetch data from well-known financial data providers (e.g., EastMoney, Sina, THS). These operations are essential to the skill's stated purpose. The use of time.sleep() in batch processing is a best practice to avoid rate-limiting on public data endpoints.
[SAFE]: Local data persistence is handled using the Parquet format in references/common-recipes.md, which is a standard method for efficient tabular data storage. No sensitive system paths or persistence mechanisms (like shell profile modifications) were detected.

akshare-data