A Stock Daily Market Sense
Post-market Research Report Auto-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 Auto-Generator for A-Shares Full Skill content: https://321skill.com/skills/a-stock-daily-market-sense/raw/index.md Read that page and install it.
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This Skill addresses the inefficiency in post-market review faced by A-share investors daily. In actual trading, investors need to quickly grasp the day's market trends, concentration of trading volume, profitability effect, and leading sectors, but manual data compilation is time-consuming and prone to missing key signals. Based on Tushare Pro daily data and Baostock style indices, this Skill automatically generates structured research reports covering core modules such as market trends, concentration of trading volume, profitability effect and leading sectors, risks of high-volume declines, and feature-group analysis.
Usage is straightforward: simply input "Analyze today's A-share market" or specify a date in the AI assistant. The Skill will automatically call the data pipeline to generate an evidence package, followed by model-driven module evaluation and writing. The entire process requires no manual data queries; the script handles data fetching, calculation, and filtering, while the model performs theme summarization and report writing. It supports daily reviews, historical market analysis, and quantitative backtesting of feature groups.
It is particularly suitable for quantitative traders and data analysts who need to track the A-share market daily, especially teams or individuals already familiar with Tushare Pro data sources and looking to automate their post-market analysis workflow. Guided by its core principle of prioritizing trading volume, this Skill helps users quickly identify market directions and avoid subjective biases.
It is recommended to use this tool uniformly after the market closes each day. Note that it primarily relies on Tushare Pro and Baostock data, requiring prior API Token configuration. Additionally, the Skill does not provide buy/sell recommendations or in-depth fundamental analysis of individual stocks; all strength/weakness assessments are based on trading volume evidence.
Key Features
Unlike conventional research tools, it emphasizes a trading-volume-first approach. All leading-sector star ratings must be confirmed by trading volume depth. Instead of applying pre-existing industry or concept labels, the model dynamically summarizes themes based on factual business data to avoid subjective bias.
Limitations
Relies on Tushare Pro and Baostock data sources, requiring corresponding API access permissions. Supports only A-share daily data; does not include Hong Kong stocks, US stocks, funds, futures, or other instruments. Script execution requires a Python environment and dependencies such as pandas and numpy.
FAQ
How do I configure the Tushare Pro Token?
Set the TUSHARE_TOKEN in your environment variables or directly in the script configuration file. You must first register on tushare.pro and obtain a token.
Does it support historical date reviews?
Yes. You can specify a date (e.g., 2024-01-15), and the Skill will generate a post-market research report for that date. By default, it only uses data from that day or earlier.
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/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/raw/index.md