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Rate the answers you disagree with, right from the cell that holds them. Then run a training round: Oneprofile rewrites the prompt to fix what you marked bad, and you approve the change before it ships.
The training screen showing one row's output above Good and Bad buttons, with a note field open under Bad explaining what is wrong.

Reviewing one row during a training round.

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Rate a cell any time

Right-click any cell to mark it good or bad, or open its drawer and use the thumbs at the bottom. A note on a bad rating is optional there, but it is the detail a rewrite can act on.
1

Rate from the grid

Right-click a cell, or a selection of them, and choose Mark as good or mark it bad. Add a note if you want to.
2

Or rate from the drawer

Open the cell and click the thumbs at the bottom, then click Add note to say what was wrong.

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Start a training round

1

Open Train

From the agent editor, click Train.
2

Choose training data

Pick Enter manually to type example rows, or Use a table to run against real ones. Click Start training once your rows are ready.

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Review each row

On this screen, a bad verdict always needs a note. Good needs nothing and moves you straight to the next row.
1

Mark it

Click Good, or click Bad and describe what is wrong and what it should have returned instead.
2

Reach the summary

Once every row has a verdict, the summary counts how many were good and how many were bad.

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Approve or reject the revision

With at least one row marked bad, click Train & review to have Oneprofile propose a rewritten prompt. Compare it against the current one before it becomes the agent’s.
1

Read the proposal

Compare the current prompt against the proposed one, line by line.
2

Decide

Click Accept & re-run to save it and re-run your rows. Or click Ask for another version, or Reject to discard the proposal.
Accepting a proposal saves a new version and re-runs your training rows. Every table column using this agent picks up the change on its next run.

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Good to know

The rows and feedback are kept as history, but the round ends and the agent is free for a new one. A revision you already approved stays applied.
No. Rejecting discards only this round’s proposal and its notes. Feedback from earlier rounds is kept.
Mark it bad again with a fresh note. A row left unchanged since your last note is flagged, so you know it still needs attention.
Yes. Open Change effort from the training screen’s menu, without leaving the session. The next round uses whatever you save.

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Next steps

Agent versions

See what an approved revision does to earlier versions.

Read an agent run

Look at the trail behind an answer before you decide it is wrong.