ashareUse AKShare to answer Chinese market-data questions about A-shares, China indexes, open-end mutual funds, macro indicators, macro calendar events, and financ...
Install via ClawdBot CLI:
clawdbot install nickdeep1234/ashareGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://akshare.akfamily.xyz/data/index.htmlAudited Apr 16, 2026 · audit v1.0
Generated Mar 21, 2026
An individual investor uses this skill to track real-time quotes and historical performance of their A-share holdings, such as checking the latest price of stock 000001 or reviewing the past month's daily K-line data for stock 600519. They rely on the skill's structured data from AKShare to make informed buy/sell decisions without manual web searches.
A financial analyst at a securities firm employs this skill to gather market overview data, including A-share breadth and index movements, and to retrieve macro-series like China's PMI for economic reports. The skill automates data collection from AKShare, saving time compared to browsing multiple sources.
A fund manager utilizes this skill to monitor open-end mutual fund NAVs, such as querying the unit_nav history for fund 000001 over the past year. This helps in assessing fund performance and making allocation adjustments based on reliable, structured data from AKShare.
A financial news agency integrates this skill to fetch real-time news flashes and macro-calendar events, like important announcements on a specific date. It enables quick dissemination of market-moving information to subscribers, leveraging AKShare's curated datasets.
A researcher in economics uses this skill to access historical macro data, such as China's CPI series, for academic papers or trend analysis. The skill provides clean, structured data from AKShare, facilitating statistical modeling without data-scraping efforts.
A company offers premium access to enriched A-share data through an API built on this skill, charging monthly fees for higher query limits or additional datasets. Revenue is generated from financial institutions and tech firms needing reliable market data feeds.
A fintech startup integrates this skill into a dashboard product for brokers and advisors, providing real-time quotes and historical charts. Revenue comes from licensing fees per user or enterprise deals, leveraging the skill's structured output for seamless integration.
A free mobile app uses this skill to deliver market data to individual investors, monetizing through in-app advertisements and sponsored content. The skill's efficient data retrieval keeps users engaged, driving ad impressions and affiliate marketing revenue.
💬 Integration Tip
Ensure the Python environment has AKShare installed via pip, and map user queries precisely to the supported subcommands to avoid runtime errors.
Scored Apr 19, 2026
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