> For the complete documentation index, see [llms.txt](https://help.metaforms.ai/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://help.metaforms.ai/open-end-cleaning-and-coding/open-end-cleaning/review-in-respondents-view.md).

# Review in Respondents view

1. Select a respondent from the list.
2. Review the overall AI verdict, the reason for the verdict, and any respondent-level flags.
3. Review each answer, its question, and the reason for every flag.
4. Choose an action:
   * **Keep all:** keep every answer for the respondent.
   * **Junk all:** exclude every answer for the respondent.
   * **Reset:** undo the respondent-level review decision.
   * **Keep** or **Junk:** decide one answer at a time.
   * **Undo:** reset an individual answer to its pending state.
   * **Edit answer:** correct the answer text while preserving the original for reference.

<figure><img src="/files/mWKWtTNMp0m1UX9dT63H" alt=""><figcaption></figcaption></figure>

Keyboard shortcuts are available in respondent view: **↑** and **↓** move between respondents, **K** keeps the selected respondent, **X** junks the respondent, and **E** opens the first answer for editing. Keep and Junk automatically advance to the next respondent when one is available.


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# Agent Instructions
This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com.

## Querying This Documentation
If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter, and the optional `goal` query parameter:

```
GET https://help.metaforms.ai/open-end-cleaning-and-coding/open-end-cleaning/review-in-respondents-view.md?ask=<question>&goal=<endgoal>
```

`ask` is the immediate question: it should be specific, self-contained, and written in natural language.
`goal` is optional and describes the broader end goal you are ultimately trying to accomplish on behalf of the user. GitBook uses it to tailor the answer towards what is most useful for that goal.

The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.