{
 "schema_version": 1,
 "generated": "2026-10-26",
 "id": "zhulinsen-daily-stock-analysis--get-a-daily-ai-stock-dashboard-on-telegram",
 "repo": "ZhuLinsen/daily_stock_analysis",
 "repo_url": "https://github.com/ZhuLinsen/daily_stock_analysis",
 "repo_slug": "zhulinsen-daily-stock-analysis",
 "title": "Get a daily AI stock dashboard on Telegram for free",
 "page_title": "How to get a daily AI stock dashboard on Telegram for free with Daily Stock Analysis",
 "summary": "Fork the repo, add a few GitHub secrets, and GitHub Actions sends your watchlist analysis every weekday.",
 "who": "An investor with a handful of stocks who wants an automatic evening summary without paying for a server.",
 "problem": "Checking news, charts and fundamentals for every stock you hold every day takes time you do not have.",
 "outcome": "A decision dashboard per stock with a score, trend view, buy and sell levels, risk alerts and catalysts, delivered to your chat app.",
 "steps": [
  "Fork the repository on GitHub",
  "Under Settings, Secrets and variables, Actions, add one AI key (for example GEMINI_API_KEY) and your watchlist as STOCK_LIST, such as AAPL",
  "Add a notification channel, for example TELEGRAM_BOT_TOKEN and TELEGRAM_CHAT_ID",
  "Enable workflows on the Actions tab, then run the daily analysis workflow once by hand to test",
  "It then runs every weekday at 18:00 Beijing time and skips market holidays"
 ],
 "agent_prompt": "Set up ZhuLinsen/daily_stock_analysis on GitHub Actions in my fork with STOCK_LIST=<tickers>, <AI key name> and Telegram delivery. Trigger one manual run and tell me whether the dashboard arrived and which data sources it fell back to.",
 "agents": [
  "any"
 ],
 "difficulty": "Beginner",
 "time": "30 minutes",
 "basis": "readme",
 "caveat": "The free default data sources can be rate limited or change, and the project says it is for study and research only, not investment advice. Not financial advice: paper trade first, and remember you can lose money.",
 "category": "Money",
 "tags": [
  "Money"
 ],
 "lang": "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"
 ],
 "risk": "sensitive",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [
  {
   "tag": "credentials",
   "notice": "API keys and bot tokens go in GitHub Actions secrets, never in the repo files of your fork."
  }
 ],
 "best": true,
 "score": 1.0,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/zhulinsen-daily-stock-analysis/get-a-daily-ai-stock-dashboard-on-telegram/",
 "md": "https://dedupedai.com/use-cases/zhulinsen-daily-stock-analysis/get-a-daily-ai-stock-dashboard-on-telegram/index.md",
 "disclaimer": "Deduped lists open-source repositories that belong to other people. We do not own, maintain, audit, or vouch for any of them, and a repo appearing here is not an endorsement or a safety check. The use cases, steps, and prompts are written by AI and may be incomplete, outdated, or just wrong. Where a use case is marked \"Seen in the wild\", we link to public posts where someone described something similar, but we have not verified those posts and the use case itself is still our AI's own write-up. Use all of this at your own risk. Only run code, commands, or agents on systems and accounts you are authorized to use, and read the code and every command before you run it, especially anything that touches credentials, files, or the network. Nothing here is professional, security, legal, or financial advice. All trademarks and project names belong to their respective owners, and their use here does not imply affiliation. Content is provided as is, without warranties of any kind. Found a mistake, a safety problem, or something you want removed? Email hello@dedupedai.com and we will look at it promptly.",
 "api": "https://dedupedai.com/api/v1/usecases/zhulinsen-daily-stock-analysis--get-a-daily-ai-stock-dashboard-on-telegram.json",
 "api_version": "v1"
}