Real AI agent use cases, with sources and setup prompts

Clean up and customize your TV from one photo with an Opus prompt

A user wrote a prompt that turns Claude Opus 5.5 into a TV customization agent. You send one photo of your TV; it identifies the system, finds the developer tools it supports and generates the commands to clean up and customize it.

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

Source

@ludoonchart on X · 2026-10-19

Written in our own words. Credit to the original author. Link checked 2026-10-21.

What they did

A user wrote a prompt that turns Claude Opus 5.5 into a TV customization agent. You send one photo of your TV; it identifies the system, finds the developer tools it supports and generates the commands to clean up and customize it.

Result (as claimed)

Shared as a 4-step guide anyone can follow.

Tools they used

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

Set it up

  1. Define the job

    Say exactly what you want done and what the agent may and may not do on your behalf.

  2. Share only what is needed

    Give Claude Opus 5.5 the minimum files or access required. Avoid sharing passwords in chat when a safer login flow exists.

  3. Review the plan

    Ask the agent to show its plan or draft before it acts, and approve each step that has real consequences.

  4. Check the result

    Confirm the outcome yourself (order placed, request sent, document understood) and keep a record.

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: Clean up and customize your TV from one photo with an Opus prompt
What the original author did: A user wrote a prompt that turns Claude Opus 5.5 into a TV customization agent. You send one photo of your TV; it identifies the system, finds the developer tools it supports and generates the commands to clean up and customize it.
Reported result (as claimed by the author): Shared as a 4-step guide anyone can follow.
Source: https://x.com/ludoonchart/status/2112137790099960256
Tools they used: Claude Opus 5.5, ADB
Category: Personal & life

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 build a custom Android TV or Google TV launcher with AI · How to remove ads and bloatware from your smart TV with AI · How to build a smart home and voice assistant with AI agents

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