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Free LLM Stock Analysis: Daily Push to Telegram
A Stock Analysis System with news parsing, indicator calculation, and a daily decision summary report via Telegram / WeChat / Discord / Slack / Email for free (GitHub Actions)
An Automatic Stock Analysis System based on LLM. It can auto collect stock data and news information weekly and generate stock analysis reports. Then it will send you the summary report by telegram/wechat/discord/slack/email. In the report, there are the score of the stock, trend, buying/selling point, risk, event and action plan etc. Now support A share, Hk stock, US stock, Japan stock, Korea stock, Taiwan stock. You can run this system locally or remotely(github actions). This system supports any openai compatible engines such as DeepSeek, Claude, Gemini, Gpt, Ollama. Prefer to run on Github actions without server and monthly fee, only need some model keys, notification channels etc. Also, there is a web interface to check the report, manual trigger and chat with the agent for stock information. Main README is Chinese, Full Translation: English. License: MIT.
Why a vibe-coder should care
Automate the tedious daily work of monitoring the stock portfolio, no need to manually check the stock news and chart, receive stock analysis report in messenger. Easy to set up with github actions, no server and monthly fee
How to install
Copy this and send it to your agent — Claude Code, Codex, any of them:
Deploy the stock analysis system from https://github.com/ZhuLinsen/daily_stock_analysis — configure a ticker list (e.g. AAPL, NVDA), connect my AI model key, and set up Telegram notifications via GitHub Actions. Ask me if you need API keys.
Runs on GitHub Actions at no cost — you only need a browser to set it up and an AI model key. For local runs: a regular laptop with 8 GB RAM or more.
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