A-stock-report
A-Share Data-Driven Automated Report Generation and Delivery System
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-report. It is used for: A-Share Data-Driven Automated Report Generation and Delivery System Full Skill content: https://321skill.com/skills/a-stock-report-x-6/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 pain point for A-share investors who require multiple daily market reports (morning briefings, closing summaries, evening reports, intraday alerts, IPO weekly reports, and weekend financial editions) but face the tedious and time-consuming task of manually compiling data. In practice, investors often need to monitor multiple dimensions simultaneously—such as overall market trends, sector rotations, capital flows, and sentiment shifts—making manual aggregation prone to missing critical information. This Skill automates data collection and report generation, freeing investors from cumbersome data wrangling. It also features a built-in 6-dimension investor sentiment score (out of 100) and an AI-powered market outlook to help users quickly grasp the full market picture.
Usage is straightforward: after installing the Skill, you can trigger report generation using natural language commands like "Generate today's closing summary" or "Push intraday alerts." The system automatically fetches market data, capital flows, news, and other information from multiple data sources (e.g., tushare, akshare), generates structured reports based on predefined templates, and delivers them via specified channels such as email, DingTalk, or WeCom. The entire process requires no manual coding or complex configuration—just a single command.
It is particularly suitable for quantitative traders, individual investors, financial media editors, and research analysts who need timely A-share market reports. Teams already using Python for quantitative analysis or requiring daily market tracking can significantly improve information retrieval efficiency. For service providers managing multiple accounts or delivering customized reports to clients, this Skill can also substantially reduce labor costs.
We recommend using this tool at fixed times daily (e.g., pre-market, post-market) to generate reports and configuring delivery channels (e.g., email, DingTalk bot Webhooks) in advance. Note that reports are primarily based on public market data and do not constitute investment advice; sentiment scores and AI outlooks are for reference only. Additionally, some data sources may require API key applications—ensure proper configuration in the .env file.
Key Features
Compared to East Money's automated research report tool, A-stock-report supports more report types (morning/closing/evening reports, intraday alerts, IPO weekly reports, weekend editions) and includes a built-in 6-dimension investor sentiment score and AI-powered market outlook. East Money's reports primarily rely on fixed templates, lacking quantitative sentiment analysis and AI forecasting capabilities.
Limitations
Requires a Python 3.8+ environment and depends on third-party data source APIs like tushare and akshare (some may require payment or API key applications). Delivery features require self-configuration of email servers or DingTalk/WeCom bot Webhooks.
FAQ
How do I configure delivery channels?
Set email SMTP parameters or DingTalk/WeCom bot Webhook addresses in the .env file; the system will automatically deliver reports to the specified channels.
Which data sources are supported?
Default integration includes mainstream A-share data sources like tushare and akshare; other data interfaces can be added by modifying the configuration file.
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-report-x-6/raw/index.md to read the original Skill definition (Markdown format) for A-stock-report, and install it according to the instructions.
Raw Markdown URL for AI: /skills/a-stock-report-x-6/raw/index.md