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The AI Career Lab

Your pre-approval letter, written for you.

A free tool that turns a borrower's file into a clean, compliant pre-approval letter on your letterhead — NMLS line, conditional language, and disclosures built in. One command in Claude, or one paste into any AI.

  • Free download
  • One command in Claude
  • Works in any AI
Your pre-approval letter, — what's inside

The one job, done

You need a pre-approval letter.

/pre-approval-letter does exactly that.

Give Claude the borrower's details and it writes the whole letter — your letterhead, the NMLS line, the conditional “not a commitment to lend” language, and the disclosures. No blank page, no boilerplate to re-type.

You need a pre-approval letter. View the full output
Sample output. Claude writes a fresh letter every time from the details you give it — yours won't look identical to this one, and you should always read it before it goes out.

Loan Officer Pre-Approval Letter Kit — Draft a Compliant Letter in One Command (Works in Claude, ChatGPT & Any AI)

Drop a borrower's file into AI and get back a clean pre-approval letter on your letterhead — NMLS line, the "not a commitment to lend" language, and the disclosures a compliant letter needs. No blank page, no re-typing the same three paragraphs.

Two ways to run it:
On a paid Claude plan? Install the free Mortgage Broker plugin and type /pre-approval-letter. One command, done.
Any other AI — free Claude, ChatGPT, Gemini? Copy the built-in prompt (a sample borrower is prefilled), paste it in, swap your numbers.

Inside: the full prompt with sample borrower, the one-command Claude path, built-in compliance rails, and a two-minute setup walkthrough. Opens in your browser.

AI writes a fresh letter every time — read it before it goes out. The compliance rails keep it on track, not replace your review.

Want the rest of your week handled — rate comparisons, refinance analysis, borrower updates? The Loan Officer AI Prompts pack is the full system: 58 ready-to-run skills. This free tool is a real slice of it.