Real Agent Cases

Write the next gym training cycle from workout logs with Claude Code

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Evidence: Screenshots or logsThe source shows screenshots, a transcript or the agent's output.

Outcome

Claude Code read four weeks of the poster's workout logs, found where lifts stalled, wrote the next training cycle with a reason for each starting weight, loaded the routines into the tracking app, and noted where the app would suggest the wrong weight.

Agent

Claude Code

Prompt Recreated prompt

The source did not publish its exact prompt. This one is our reconstruction from what the source describes.

Not sure how to start? Tell me what you're trying to get done and I'll help you turn it into a clear request.

Goal: Look at my last four weeks of workouts, find where I've stalled, and write my next training cycle.

Quick check first: What's your main goal right now, for example strength or muscle?

What I need from you:
- Your workout logs for the last few weeks
- Your current plan

Rules:
- Point out the exercises where I've stalled, with the numbers.
- Give a reason for each new starting weight.
- Flag anything my tracking app might get wrong.
- If something is missing or unclear, ask me instead of guessing.
- This is a training plan, not medical advice.

Output: The new cycle, reasons for each weight, and notes on what to watch.

If any of this is unclear, tell me what you have and I'll help fill the gaps.

You'll know it worked when: you have a clear plan that explains why each weight was chosen.

Source

https://x.com/Moretti_ale90/status/2106692994942308605

By Alessandro Moretti (@Moretti_ale90) · Published Oct 4, 2026 · Added Oct 16, 2026 · Last verified Oct 16, 2026

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