Reviewer Console

Neutral newsroom quality assurance for translation-to-tweet pipelines.

Reviewer Section: Overview Dark ops theme

Start review operations

Open the queue to inspect candidate output, apply verdicts, and export selected rows.

Diff-first inspection

Read normalized translation and proposed tweet side-by-side for every submission row.

Disciplined verdicting

Apply approve, reject, or caveat outcomes with visible hotkeys and quick-action controls.

Structured exports

Select rows intentionally and hand off a CSV snapshot to downstream policy or editorial teams.

Operator checklist

Follow this cadence to keep queue throughput high and verdict quality consistent.

Step 1

Load queue and confirm state

Reload from API and verify row volume, selected count, and active row focus before review starts.

Step 2

Work row-by-row with hotkeys

Open a row, inspect context quickly, and apply verdicts using A, R, or C to minimize pointer travel.

Step 3

Export only finalized selections

Use selection controls to include only confirmed rows, then export CSV for downstream processing.