Install OpenClaw Stock Analyzer

I would like my home PC to run an agent-style application—OpenClaw or a comparable open-source framework—that carries out stock-market, fundamental analysis for me. The system should automatically pull balance-sheet and income-statement data, calculate key valuation ratios, and present concise, daily or weekly reports I can act on.

Here is what I need the finished setup to do:

• Run locally on my machine (Windows 11, Ryzen-based) with clear installation scripts or a Docker recipe.
• Connect to reliable data feeds (free or low-cost APIs such as Yahoo Finance or Alpha Vantage are fine) and store the raw fundamentals in a lightweight database.
• Generate fundamental metrics—P/E, PEG, ROE, debt-to-equity, cash flow growth—and rank tickers in a watch-list I supply.
• Produce a readable dashboard or markdown/PDF report summarising the latest findings and any significant changes.
• Allow me to adjust the schedule (e.g., nightly, weekly) without touching code.

Acceptance criteria
1. A single command (or scheduled task) launches the workflow and finishes without errors.
2. Reports are saved locally and include at least five calculated valuation metrics per stock.
3. Clear README explains how to add or remove tickers and switch data providers.

I already have Python 3.11 and Docker Desktop installed, but I’m open to other tooling if it simplifies maintenance. Source code must be well commented and remain on my machine only—no external servers or paid SaaS in the loop.

If you have experience wiring agentic systems like OpenClaw, LangChain, or similar orchestration frameworks for financial analysis, I’ll be happy to hear how you’d approach this and how long you expect the setup to take.