Real AI agent use cases, with sources and setup prompts

Audit and slim down bloated Grok Bots with an optimizer bot

After his many personal Grok Bots grew bloated, a researcher built a Grok Bot Optimizer, a trainer bot that audits all his bots and cuts the excess.

$30/mo1 hourIntermediateSource linked

Source

@BrianRoemmele on X · 2026-10-20

Written in our own words. Credit to the original author. Link checked 2026-10-22.

What they did

After his many personal Grok Bots grew bloated, a researcher built a Grok Bot Optimizer, a trainer bot that audits all his bots and cuts the excess.

Result (as claimed)

His bots are leaner after the audit (275 likes).

Tools they used

Grok Bot

Cost: Grok Bot: from $30/mo.

Set it up

  1. Map the task

    Write the trigger, the inputs, the decisions and the output. Note which steps need a human yes.

  2. Connect the tools

    Set up Grok Bot with the narrowest permissions that work. Use a test account or sandbox first.

  3. Build the workflow

    Create the steps in order. Add an approval step before anything sends, pays or deletes.

  4. Run it on real but low-stakes data

    Run a few times, read every output, and fix prompts or rules that misfire.

  5. Schedule and monitor

    Turn on the schedule or trigger, and add a daily summary or alert so you notice failures.

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: Audit and slim down bloated Grok Bots with an optimizer bot
What the original author did: After his many personal Grok Bots grew bloated, a researcher built a Grok Bot Optimizer, a trainer bot that audits all his bots and cuts the excess.
Reported result (as claimed by the author): His bots are leaner after the audit (275 likes).
Source: https://x.com/BrianRoemmele/status/2112337968820334676
Tools they used: Grok Bot
Category: Automation & business

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 set up Grok Bot agents for real work

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