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-4/raw/index.md Read that page and install it.
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This Skill addresses the repetitive labor involved in generating and delivering multiple daily reports for A-share investors and quantitative teams. In actual trading, reports such as morning briefs, closing summaries, evening digests, intraday alerts, IPO weekly reports, and financial weekend editions require significant manual effort for data collection, analysis writing, and scheduled delivery, often leading to missed key information or emotional bias.
Usage is straightforward: simply install this Skill on the ClawHub platform and configure your data sources (e.g., market APIs, news feeds) and delivery channels (e.g., email, DingTalk, WeCom). You can then use natural language commands to generate specific types of reports, such as "Generate today's morning brief and deliver it." The system will automatically fetch data, perform a 6-dimensional investor sentiment scoring (out of 100), generate an AI-powered market outlook, and output the report according to predefined templates.
It is particularly suitable for teams or individuals who need multiple structured A-share reports daily, especially quantitative traders, data analysts, and retail investors. Users already accustomed to tools like Wind or Tonghuashun but lacking customized report generation capabilities can significantly enhance their efficiency with this Skill.
It is recommended to review the changelog and decision documents in the knowledge base during initial setup to understand version evolution and guardrail rules. Note that this Skill relies on external data sources and scheduled tasks (cron). If data sources become unavailable or network fluctuations occur, report generation may be affected; configuring a fallback data chain is advised.
Key Features
Compared to Tonghuashun's automated report generation, this system supports 6-dimensional investor sentiment scoring (out of 100) and AI-powered market outlooks, along with a complete 14-segment consistency guardrail (segments A–H) to prevent hallucinations. Versus Wind report templates, it supports multiple report types—including morning briefs, closing summaries, evening digests, intraday alerts, IPO weekly reports, and financial weekend editions—and enables scheduled delivery via cron_jobs.
Limitations
Requires a Python 3.8+ environment and external data sources (e.g., A-share market APIs, news feeds), along with configured cron scheduled tasks. If data sources fail, a fallback chain may be triggered, but 100% real-time performance cannot be guaranteed.
FAQ
How do I install this Skill?
Execute `clawhub install a-stock-report` on the ClawHub platform for automatic installation, or manually configure the environment after cloning the repository via `git clone`.
Which delivery channels are supported?
Currently supports common channels such as email, DingTalk, and WeCom. Specific configurations can be made in the `send_*.py` scripts.
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-4/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-4/raw/index.md