Create a portfolio research workflow with live inputs
They used Claude Code to assemble a private investing assistant that mixes live data, macro signals, and news into one review.
- What they did
- They built a Claude Code CLI setup that collected market prices, economic indicators, and fresh headlines into a single flow. That material was then handed to Claude with a CFA-style system prompt so it could write the analysis. They also added a memory layer so the tool could revisit earlier conversations from weeks before, and they said that made the responses better.
- How it went
- The project was meant to produce analysis that went beyond generic stock advice. The thread did not include any verified returns or trading outcomes, but it did say that remembering earlier discussions noticeably improved the quality of the output.
- Tips
- If you add memory, make sure it can bring back older context reliably, since that was the part they said mattered most. Keep the agent in a research role and stop it before anything final, such as sending or placing trades.
Try it yourself with Claude Code
Set up a small investment research assistant in [this folder or project]. Gather live market prices for [tickers or funds], macro data such as [interest rates, inflation, unemployment], and recent headlines, then produce a dated summary of what those inputs could mean for my holdings in [brief description]. Include your sources, and stop to ask for my approval before any trade, submission, deletion, or other irreversible action. I want a one-command report I can rerun whenever I need an update.
Fill in the [brackets]. Agents can make mistakes, so review anything before it is sent, paid or deleted.
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