{
 "schema_version": 1,
 "generated": "2026-10-26",
 "repo": "ZhuLinsen/daily_stock_analysis",
 "name": "daily_stock_analysis",
 "owner": "ZhuLinsen",
 "slug": "zhulinsen-daily-stock-analysis",
 "github": "https://github.com/ZhuLinsen/daily_stock_analysis",
 "what": "daily_stock_analysis is an LLM powered stock analysis system for China A-shares, Hong Kong, US, Japanese, Korean and Taiwan stocks. It pulls quotes, candles, indicators, news and fundamentals, has a model write a decision dashboard with a score, trend, price levels, risk alerts and a checklist for each stock on your watchlist, and pushes it to Telegram, Discord, Slack, email, WeChat Work or Feishu. It can run free on GitHub Actions, in Docker, locally or as a web workbench. Not financial advice: paper trade first, and remember you can lose money.",
 "why": "67k stars, talked about in 2 AI sources we track",
 "language": "Python",
 "requirements": [
  "A GitHub account (for the Actions route) or Python and pip locally",
  "At least one AI model API key, such as Gemini, Anthropic, an OpenAI compatible key, or Ollama locally",
  "At least one notification channel such as a Telegram bot, Discord webhook or email",
  "Optional: a news search API key, which the README says strongly improves news and catalyst quality"
 ],
 "audience_note": "Individual investors who want a daily AI written briefing on their own watchlist delivered to a chat app, without running a server.",
 "risk": "sensitive",
 "section": "earlier",
 "weekly_rank": null,
 "category": "Money",
 "url": "https://dedupedai.com/use-cases/zhulinsen-daily-stock-analysis/",
 "use_case_count": 3,
 "use_cases": [
  {
   "id": "zhulinsen-daily-stock-analysis--get-a-daily-ai-stock-dashboard-on-telegram",
   "title": "Get a daily AI stock dashboard on Telegram for free",
   "best": true,
   "url": "https://dedupedai.com/use-cases/zhulinsen-daily-stock-analysis/get-a-daily-ai-stock-dashboard-on-telegram/",
   "json": "https://dedupedai.com/use-cases/u/zhulinsen-daily-stock-analysis/get-a-daily-ai-stock-dashboard-on-telegram.json"
  },
  {
   "id": "zhulinsen-daily-stock-analysis--analyze-a-few-stocks-on-demand",
   "title": "Analyse a few stocks on demand from your terminal",
   "best": false,
   "url": "https://dedupedai.com/use-cases/zhulinsen-daily-stock-analysis/analyze-a-few-stocks-on-demand/",
   "json": "https://dedupedai.com/use-cases/u/zhulinsen-daily-stock-analysis/analyze-a-few-stocks-on-demand.json"
  },
  {
   "id": "zhulinsen-daily-stock-analysis--ask-an-agent-about-a-stock-in-the-web-workbench",
   "title": "Ask an AI agent about a stock in a web workbench",
   "best": false,
   "url": "https://dedupedai.com/use-cases/zhulinsen-daily-stock-analysis/ask-an-agent-about-a-stock-in-the-web-workbench/",
   "json": "https://dedupedai.com/use-cases/u/zhulinsen-daily-stock-analysis/ask-an-agent-about-a-stock-in-the-web-workbench.json"
  }
 ],
 "disclaimer": "Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk."
}