Real AI agent use cases, with sources and setup prompts

Build a portfolio tier dashboard that checks your holdings against your rules

An investor had Claude build a dashboard that scores his portfolio against his own method, lets him drag names into tiers, loads names with an opportunity score of 40 or more and tracks sector allocation and current weights.

See pricing page1 dayBeginnerSource linked

Source

@RyshabTalks on X · 2026-10-18

Written in our own words. Credit to the original author. Link checked 2026-10-20.

What they did

An investor had Claude build a dashboard that scores his portfolio against his own method, lets him drag names into tiers, loads names with an opportunity score of 40 or more and tracks sector allocation and current weights.

Result (as claimed)

He checks his portfolio against his rules visually every week. Not financial advice.

Tools they used

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 Claude 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: Build a portfolio tier dashboard that checks your holdings against your rules
What the original author did: An investor had Claude build a dashboard that scores his portfolio against his own method, lets him drag names into tiers, loads names with an opportunity score of 40 or more and tracks sector allocation and current weights.
Reported result (as claimed by the author): He checks his portfolio against his rules visually every week. Not financial advice.
Source: https://x.com/RyshabTalks/status/2111888877128401299
Tools they used: Claude
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.

The Daily 5

Get five new use cases tomorrow morning

Free. Real sources. Unsubscribe any time.

Guides for this use case

How to build a website with AI agents · How to build AI trading and investing agents · How to build AI agents for SEO and ads

Related use cases