Akshare Skill
PassAudited by ClawScan on May 1, 2026.
Overview
This is a documentation-only AKShare guide; the main thing to notice is that it asks users to install third-party Python packages and fetch public financial data from the internet.
Before installing, verify the AKShare and pandas packages, use a virtual environment, and consider pinning versions. Expect the skill to use local Python and internet access to retrieve financial data; the supplied artifacts do not request credentials or show account-changing behavior.
Findings (2)
Artifact-based informational review of SKILL.md, metadata, install specs, static scan signals, and capability signals. ClawScan does not execute the skill or run runtime probes.
Installing third-party Python packages can add code to the user's local environment; a compromised or unexpectedly changed package version could affect the system or analysis results.
The skill asks the user to install external Python packages without version pinning. This is expected for an AKShare helper, but package provenance and version changes matter.
pip install akshare pandas
Install in a virtual environment, verify the AKShare and pandas package sources, and pin versions if reproducibility or supply-chain control is important.
Using the skill may cause the local machine to make requests to financial-data websites and save retrieved data locally.
The skill discloses that AKShare runs local Python code to collect data from online sources. This is coherent with the purpose, but users should expect internet access and local data output.
在用户本地运行 Python 代码，实时从网络采集数据到本地
Use it only for intended financial-data queries, review requested data ranges, and follow the relevant data-source terms and rate limits.