daily-review-assistant_skill

Overview

This skill generates a daily A-share market review in Markdown and can optionally send the report by email. It builds a compact, actionable summary including market overview,板块 and 连板 stats,龙虎榜 details, sentiment cues, and a next-day strategy section.

How this skill works

The script pulls market data via AkShare, aggregates index and turnover metrics, identifies连续涨停 and net-buy stocks from 龙虎榜, scores news headline keywords for sentiment, and ranks industry or concept sectors. It saves the final Markdown file to the reports folder and can send it via SMTP when configured.

When to use it

• Daily post-market wrap-up to capture market structure and momentum
• Before morning trading to review previous-day signals and next-day ideas
• When monitoring 连板 (consecutive limit-up) and 龙虎榜 flows
• When sharing a concise daily summary with a team or via email
• For archiving historical daily reports for research and review

Best practices

• Run after market close to ensure end-of-day prices and flows are stable
• Provide a dated argument for the report using YYYYMMDD or YYYY-MM-DD formats
• Configure SMTP credentials via environment variables and use service authorization codes
• Keep AkShare updated and expect occasional data retries; script includes fallbacks
• Review the saved Markdown in reports/YYYYMMDD.md and archive for backtesting

Example use cases

• Generate a single-day report: python3 stock-analysis/daily_review.py 20260227
• Generate and email the report to a distribution list: python3 stock-analysis/daily_review.py 20260227 --email
• Run without a date to produce today's report automatically
• Automate nightly runs with a scheduler to build a continuous archive of daily reviews
• Use the saved Markdown files as labeled data for model training or quantitative analysis