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Human Review Desk React component

A workspace for checking what AI wants to do: a queue, the proposal with its checks and confidence, edit in place, and approve or reject from the keyboard.

About the Human Review Desk component

Human Review Desk is where people check AI's work before it goes out. The queue sits on one side, and the proposal sits on the other with the checks it passed and how sure the model is.

Reviewers can approve, reject or fix the text in place, and the desk moves on to the next open item by itself. The header keeps count of progress and how often people agreed with the model.

When to use it

Use it for AI-drafted replies, refunds, moderation calls and any automated action that needs a person in the loop.

Let high-confidence items through elsewhere if you can. A desk full of easy approvals teaches people to stop reading.

Installation

Add the Human Review Desk component to your project with the shadcn CLI. It lands in components/human-review-desk.tsx as plain React + Tailwind CSS source you own and can edit.

Install
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npx shadcn@latest add @reactframe/human-review-desk

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