Automating Stock Research with OpenClaw

How I built an AI-powered stock research system that runs itself The Problem Researching stocks manually is time-consuming. Every time I wanted to analyze a company, I had to: Find a stock idea Look up the company on screener.in Analyze financials, business, management, valuation, risks Make a decision Track it somewhere That's 5+ steps for every single stock. Multiply by dozens of stocks per month — and suddenly you're spending hours every week just on research. I wanted to automate this. Enter OpenClaw . What is OpenClaw? OpenClaw is an AI agent platform that runs on your machine. It can: Execute code and scripts Read/write files Manage cron jobs (scheduled tasks) Control a browser Send messages via Telegram, Discord, etc. Think of it as having a personal AI assistant that can actually do things for you — not just answer questions. The Architecture Here's what I built: ┌─────────────────────────────────────────────────────────────┐ │ OpenClaw Agent │ │ │ │ ┌──────────────┐ ┌─────────