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Audit your agent history for reinvented PR-babysitting scripts

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x.com
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Theo - t3.gg@theo

My agents wrote over 200 bad "watch pr" scripts over the last few months. If you have a "babysit" skill for watching PRs, send the following prompt to your agent: I want you to audit my history with Claude Code, Codex and other agents on this machine. Look for every time I asked for a PR to be watched or babysat. 1. How many times was the "babysitting" logic re-invented? 2. How many of these implementations had flaws you can see? 3. Roughly how many tokens (and how much $ at API prices) was wasted on these implementations? Both building them and dealing with their shortcomings.

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Why it matters

Agents tend to rewrite the same babysitting scripts repeatedly. The supplied audit prompt lets you quantify duplicated implementations and wasted spend, then replace them with one shared tool.

Terms in this piece · Glossary
  • AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.
  • token — The chunk of text a model reads and writes in — roughly three-quarters of a word — and the unit AI usage is billed in.
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