Real AI agent use cases, with sources and setup prompts

Measure what your AI assistant is actually worth

Built an ROI tracker that turns a month of AI assistant activity into plain business metrics.

Free tier1 dayIntermediateSource linked

Source

@fhlcreative on X · 2026-07-02

Written in our own words. Credit to the original author. Link checked 2026-10-14.

What they did

Built an ROI tracker that turns a month of AI assistant activity into plain business metrics.

Result (as claimed)

Reports 184 tasks, about 6 workdays and an estimated $7,200 of value in a month.

Tools they used

Claude CodeOpenAI Codex

Cost: Claude Code: free plan, paid from $17/mo; OpenAI Codex: free plan, paid from $8/mo. Checked 2026-10-14.

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 Claude Code, OpenAI Codex 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: Measure what your AI assistant is actually worth
What the original author did: Built an ROI tracker that turns a month of AI assistant activity into plain business metrics.
Reported result (as claimed by the author): Reports 184 tasks, about 6 workdays and an estimated $7,200 of value in a month.
Source: https://x.com/fhlcreative/status/2072768682753745035
Tools they used: Claude Code, OpenAI Codex
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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