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I do feel like that still needs to add a layer of interactivity to be complete.

From what I've seen most auto-approvers in coding harnesses either auto-approve or auto-reject, with no middle ground of escalating the decision to the user, and breaking down the pros and cons for the decision.

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Agreed. The experiment is still in its infancy but the direction is great.

For example, I want to be asked about general shapes/categories of commands as they first appear for a project and then my decision shapes future classification and gets refined and re-scrutinized over time.

But it gets better every few months. Claude and/or Codex now show a one-line summary for the inline python3 script or grep or pcap command they want to run.

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