Compound With AI

Compound With AI

Claude can be your macro analyst (If you ask it the right way)

Use Claude to see how any macro event could Impact a stock you own

Compound With AI's avatar
Compound With AI
Aug 02, 2026
∙ Paid

Economists have predicted 9 of the last 5 recessions…

So No,

I’m not going to show you how to use AI to guess when the Fed will raise interest rates…

We already know that the Fed did’t raise rates on last meeting, but 3 members voted for a raise.

As an investor, I wan to answer this simple question:

How would a rate hike or any economic event impact a company I own?

And I don’t want a lazy answer like:

“Rates go up, so tech stocks go down.”

I want to understand the impact on the business itself.

  • Could higher rates slow customer spending?

  • Pressure margins?

  • Increase funding costs?

  • Help competitors with stronger balance sheets?

  • Or create an opportunity for the company to gain market share?

I did teach Claude how to take any economic event for any stock, then deliver a full report showing:

  • How the macro event reaches the business

  • What changes in revenue, margins, cash flow, and the balance sheet

  • And what to monitor next


How to turn any macro event into a clear business impact analysis:


Claude is especially useful for this kind of analysis because:

  • He can test several scenarios and go deeper than we can manually.

  • He can compare the current situation with similar periods in the past and see what happened.

  • And will summarize the output in a structured way, helping spot what we may miss manually.

But please don’t get too excited…

Claude will not do all of that from a simple question like:

“What is the impact of higher rates on Meta?”

I tried it:

I asked Claude one simple question…


I got a few generic points but not enough to challenge an investment thesis.

And got a polished answer that still stayed on the surface.

Now let’s compare that with the Skill I built for this exact task.

I asked the same question:

Using the skil lto answer the same question

But this time, Claude followed a clear investing framework.

The result was 10X better.
First, I got an executive summary that gave me the key findings in a few minutes.

Key findings in 1 page.

And the report ends with a full business impact analysis, broken down the way I like to think about any business :

The impact,broken down line by line across the business.

The difference came from giving Claude a proper process to follow with the skill


Build the system in 2 steps:

We will use Claude Cowork.

We can also do this in regular Claude, but Cowork gives better results because Claude can read the full business history before starting the analysis.

Download the Skill called “macro-to-micro-thesis-tracker “from the Skill Library and run it whenever you want to test how a macro event could affect a stock.

This post is for paid subscribers

Already a paid subscriber? Sign in
© 2026 Compound with AI · Privacy ∙ Terms ∙ Collection notice
Start your SubstackGet the app
Substack is the home for great culture