Real AI agent use cases, with sources and setup prompts

Build a memecoin scanner that logs top wallets and review it with Claude every day

TyCdaBrokeG built a scanner with a ruleset for flagging new coins of $300k-$2M market cap that is profitable on paper after fees, though still theoretical. It logs the top 100 wallets of every flagged coin, and each evening he and Claude review the last 24 hours, revise the rules and build a list of smart-money wallets that keep showing up.

See pricing page2 weeksIntermediateSource linked

Source

@TyCdaBrokeG on X · 2026-10-15

Written in our own words. Credit to the original author. Link checked 2026-10-24.

What they did

TyCdaBrokeG built a scanner with a ruleset for flagging new coins of $300k-$2M market cap that is profitable on paper after fees, though still theoretical. It logs the top 100 wallets of every flagged coin, and each evening he and Claude review the last 24 hours, revise the rules and build a list of smart-money wallets that keep showing up.

Result (as claimed)

A paper-tested ruleset and a growing smart-money watchlist, with phone alerts planned.

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 memecoin scanner that logs top wallets and review it with Claude every day
What the original author did: TyCdaBrokeG built a scanner with a ruleset for flagging new coins of $300k-$2M market cap that is profitable on paper after fees, though still theoretical. It logs the top 100 wallets of every flagged coin, and each evening he and Claude review the last 24 hours, revise the rules and build a list of smart-money wallets that keep showing up.
Reported result (as claimed by the author): A paper-tested ruleset and a growing smart-money watchlist, with phone alerts planned.
Source: https://x.com/TyCdaBrokeG/status/2110830107766202685
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.

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Guides for this use case

How to track smart-money wallets and copy trade with AI · How to research memecoins and crypto with AI agents

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