A Stock Daily Market Sense
Generates structured post-market research reports for A-shares based on Tushare Pro data.
Install & Use
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Help me install this AI Skill: A Stock Daily Market Sense. It is used for: Generates structured post-market research reports for A-shares based on Tushare Pro data. Full Skill content: https://321skill.com/skills/a-stock-daily-market-sense-x-5/raw/index.md Read that page and install it.
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This Skill addresses the inefficiency and subjectivity in daily post-market analysis for A-share investors and researchers. Manually analyzing market trends, trading volume concentration, profit effects, and leading sectors is time-consuming and prone to emotional bias. The Skill automatically fetches Tushare Pro daily data, Baostock style indices, and local sentiment history to generate a structured report covering market trends, trading volume concentration, profit effects & leading sectors, high-volume decline risks, and feature-based grouping analysis. This standardizes and makes the review process traceable.
Usage is simple: just tell the AI "Analyze today's market" or specify a date (e.g., "Analyze the market for December 1, 2024"). The Skill first runs a script to generate a deterministic evidence package (including individual stock K-lines and module-level JSON). The model then evaluates sequentially by module: Modules 1-2 analyze market trends and trading volume concentration; Module 3 identifies the leading sector and assigns a star rating (1-3 stars); Modules 4-5 handle high-volume declines and feature grouping. The final report is aggregated and published, with the leading sector's lifecycle automatically logged to a database. The entire process requires no manual intervention, but the model's writing is strictly based on price-volume evidence; external news cannot alter the leading sector's star rating.
It is well-suited for data analysts, quantitative traders, and investment managers who require daily post-market analysis, especially teams or individuals already using Tushare Pro data and looking to automate report generation. For users needing to quickly grasp market style shifts, changes in trading volume concentration, and the rhythm of sector rotation, this Skill significantly improves review efficiency and reduces repetitive work.
It is recommended to use this tool uniformly after the daily market close (around 15:30). Note that it primarily relies on A-share daily data and does not provide in-depth fundamental research on individual stocks, analysis of Hong Kong/US stocks/futures/cryptocurrencies, or buy/sell recommendations/auto-trading functionality. The leading sector's star rating is determined by trading volume depth and price-volume evidence. The model does not apply pre-existing industry/concept classifications nor upgrade the rating based on external news. Report generation will halt if data sources (Tushare Pro, Baostock) are unavailable.
Key Features
Unlike automatic review tools from East Money or Tonghuashun, this Skill adheres to a "trading volume priority" principle. All strength/weakness judgments must be supported by trading volume evidence. Furthermore, the leading sector is inductively summarized by the model based on factual business data, not by applying pre-existing industry/concept labels, thereby avoiding bias from label-based categorization.
Limitations
Relies on the Tushare Pro API and Baostock data sources, requiring network connectivity and valid API keys. Supports only A-share daily data; does not support Hong Kong stocks, US stocks, futures, cryptocurrencies, or other asset classes.
FAQ
What data sources are required?
Requires a Tushare Pro API key (for A-share daily, index, and trading volume data) and Baostock (for style indices). Both need to be registered and configured in advance.
Does it support reviewing historical dates?
Yes. You can specify any trading day (e.g., 'Analyze the market for November 15, 2024'). By default, it only uses data from that day and prior; future data is only permitted when explicitly requested for backtesting purposes.
Installation guide for AI assistants
If your AI coding assistant (Claude Code, Cursor, TRAE etc.) can see this page, send it this message to auto-install:
Visit https://321skill.com/skills/a-stock-daily-market-sense-x-5/raw/index.md to read the original Skill definition (Markdown format) for A Stock Daily Market Sense, and install it according to the instructions.
Raw Markdown URL for AI: /skills/a-stock-daily-market-sense-x-5/raw/index.md