A Stock Daily Market Sense
Post-market research report generator for A-shares
Install & Use
Copy this prompt and send it to your AI assistant (Claude / Cursor / TRAE / Codex / WorkBuddy etc.) to auto-install:
Help me install this AI Skill: A Stock Daily Market Sense. It is used for: Post-market research report generator for A-shares Full Skill content: https://321skill.com/skills/a-stock-daily-market-sense-x-3/raw/index.md Read that page and install it.
The prompt includes a link to the full Skill content. You can also view the full content.
This Skill addresses the inefficiency and lack of systematic analysis in post-market review for A-share investors. In actual trading, investors often need to manually check multiple data sources to assess the day's market trend, concentration of trading volume, profit-making effect, and leading sectors, which is time-consuming and prone to missing key signals.
Usage is simple: just tell the AI "Analyze today's A-share market" or specify a date. The Skill will automatically call the Tushare Pro and Baostock data pipelines to generate a structured evidence package containing modules such as market trend, concentration of trading volume, profit-making effect and leading sectors, risk of high-volume declines, and feature grouping analysis. The AI model then evaluates based on the evidence package module by module and drafts the report, ultimately outputting a complete post-market analysis.
It is well-suited for quantitative traders, data analysts, and finance professionals who need daily A-share reviews. Particularly for teams or individuals already using Tushare or Baostock data sources but lacking an automated report generation workflow, it can significantly save time on manual data organization.
It is recommended to use this tool uniformly after the market closes each day. Note that it primarily relies on daily data and does not include intraday real-time signals; the script does not call an LLM—all price-volume judgments are data-driven, external news cannot alter the leading sector star ratings, and it does not provide any buy/sell recommendations.
Key Features
Unlike automatic reports from platforms like Tonghuashun or East Money, it adheres to a trading-volume-first principle: all strength/weakness judgments must be supported by trading volume evidence. It does not apply pre-existing industry/concept classifications; instead, the model inductively identifies leading sectors based on factual business data, avoiding label bias.
Limitations
Relies on Tushare Pro and Baostock data sources, requiring valid API keys; supports only A-share daily data, excluding Hong Kong stocks, US stocks, futures, funds, etc.; script execution requires Python 3.8+ environment and dependencies such as pandas and numpy.
FAQ
What data sources are required?
A Tushare Pro Token and Baostock (free) are required. API keys need to be configured upon first use.
Does this Skill recommend buying or selling stocks?
No. It only generates objective market evidence and structured research reports, providing no buy/sell recommendations.
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-3/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-3/raw/index.md