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The Grok Bot That Has Self Improvement!

Feed the bot your weekly usage export and have it show which bots and runs eat tokens, which repeat themselves, and what to change.

For

You run many bots and routines.

When you're done

A weekly report with concrete fixes per bot.

How

  1. 01

    Export your bot usage file each week.

  2. 02

    Ask the bot to map runs by token count and day.

  3. 03

    Have it flag runs that repeat without new information.

  4. 04

    Ask for fixes: cap sources, skip empty recaps, switch hourly checks to on-change, merge overlapping routines.

  5. 05

    Compare against next week's export.

Notes

What's good: every number shows its math, and you can test each change. The catch: the audit only helps if you act on the fixes.

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