Real AI agent use cases, with sources and setup prompts

Reverse-engineer a brand's design system from its URL with Claude

He gave Claude Opus a URL and it pulled out Revolut's design system: fonts, colours, grid, components, tone of voice, design tokens and an HTML brand book (unofficial).

$4 in / $20 out per 1M tokens30 minBeginnerSource linked

Source

@AmirMushich on X · 2026-10-19

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

What they did

He gave Claude Opus a URL and it pulled out Revolut's design system: fonts, colours, grid, components, tone of voice, design tokens and an HTML brand book (unofficial).

Result (as claimed)

20k views and 327 likes; the prompt is in the thread.

Tools they used

Cost: Claude Opus 5.5: from $4 in / $20 out per 1M tokens.

Set it up

  1. Pick one goal and metric

    For example replies to outreach, ad ideas per week or landing page conversion.

  2. Set up the tools

    Open Claude Opus 5.5. Load your offer, audience and examples of what already works.

  3. Generate, then review

    Have the agent research and draft. You approve every message, post or ad before it goes out.

  4. Measure and iterate

    Track the metric for a week, keep what works and feed the results back into the prompt.

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: Reverse-engineer a brand's design system from its URL with Claude
What the original author did: He gave Claude Opus a URL and it pulled out Revolut's design system: fonts, colours, grid, components, tone of voice, design tokens and an HTML brand book (unofficial).
Reported result (as claimed by the author): 20k views and 327 likes; the prompt is in the thread.
Source: https://x.com/AmirMushich/status/2112251544133337176
Tools they used: Claude Opus 5.5
Category: Marketing & growth

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 reverse-engineer and revive old devices with AI ยท How to cut AI coding agent costs and token use

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