Real AI agent use cases, with sources and setup prompts

Review an investment agreement for founder risks before you sign

Paul Klay built an open-source AI skill that reviews investment agreements and helps founders spot the risks before signing.

See pricing page20 minIntermediateSource linked

Source

@PaulKlayVC on X · 2026-10-14

Written in our own words. Credit to the original author. Link checked 2026-10-23.

What they did

Paul Klay built an open-source AI skill that reviews investment agreements and helps founders spot the risks before signing.

Result (as claimed)

Founders see what they're agreeing to before it costs them the company.

Tools they used

AI agent skill

Cost: Pricing depends on the tools you pick; check each official pricing page.

Set it up

  1. Gather the documents

    Collect statements, bills, invoices or tax documents for the period you want reviewed.

  2. Ask for an audit, not actions

    Have AI agent skill list findings, amounts and suggested next steps before it does anything.

  3. Approve each action

    Approve cancellations, disputes or payments one at a time. Never give an agent open-ended access to move money.

  4. Track the result

    Record what changed and what you saved so you can check it next month. This is not financial advice.

Copy the full setup prompt

Paste into your agent and it will walk you through the setup, asking before anything that sends, posts or spends.

You are helping me set up this AI use case end to end in Claude Code.

Goal: Review an investment agreement for founder risks before you sign
What the original author did: Paul Klay built an open-source AI skill that reviews investment agreements and helps founders spot the risks before signing.
Reported result (as claimed by the author): Founders see what they're agreeing to before it costs them the company.
Source: https://x.com/PaulKlayVC/status/2110480676327928049
Tools they used: AI agent skill
Category: Money

Please:
1. Ask me 3 short questions about my situation (accounts I have, budget, what I want the output to look like).
2. Propose a step-by-step plan using these tools or cheaper alternatives, with the time and cost of each step. Use official pricing pages; say "check pricing" if unsure.
3. Then do the setup with me one step at a time, waiting for my OK before anything that sends messages, posts publicly, spends money or deletes data.
4. Finish with a checklist to run it again next time.

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Guides for this use case

How to review contracts, leases and fine print with AI ยท How to use Claude Code skills and plugins

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