Peter Yang(@petergyang):While I'm cleaning up my AI skills I have a question for the experts here. Sometimes I end up in this pattern: 1. I run my skill and it doesn't get it perfect in one shot 2. I do manual iteration with AI to get it right 3. I then ask AI something like: "How would you update the skill so we can one-shot this?" before reviewing and approving its edits. The problem is AI often overfits on this one thread and over time the skill drifts. Any good solutions here?

Peter Yang

@petergyang

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Peter Yang@petergyang

2026.09.02 03:48

While I'm cleaning up my AI skills I have a question for the experts here. Sometimes I end up in this pattern: 1. I run my skill and it doesn't get it perfect in one shot 2. I do manual iteration with AI to get it right 3. I then ask AI something like: "How would you update the skill so we can one-shot this?" before reviewing and approving its edits. The problem is AI often overfits on this one thread and over time the skill drifts. Any good solutions here?

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