PROMPT REVIEWContext before rendering
A deliberate review

What did the prompt leave out?

Write the scene you meant to make. Check the context you want to specify. This tool reviews intent; it does not generate people or claim to explain a model's output.

Source signal

The supplied post noticed that an AI-generated TikTok video showed characters who mostly appeared white, even though race or ethnicity had not been specified.

That observation motivates a review of omissions. It is not evidence of a universal model behavior, and this tool does not infer identity from pixels.
Review the prompt

Make context deliberate

A checked review is not a guarantee of representation. It is a durable pause for deliberate authorship.

Trace the local checklist count, saved state and export boundary

Read the explanation

This source is a deliberate prompt checklist, not an image generator or a model benchmark. It counts three possible considerations: demographic context, cultural or geographic setting, and casting intent without stereotypes. Selecting two shows two out of three checks considered; selecting all shows three out of three. Both bars use one hundred fifty pixels per selected check. This count measures which boxes the author considered, not representational quality or fairness of a generated result. Editing the scene text updates one source state field named prompt. Each checkbox change rebuilds the checks array from the checked inputs. The render function displays the count, then saves the prompt and checks to browser local storage. This diagram follows the actual source data path. No request is sent to a generation model, and no identities are inferred from images. A fresh browser context and a persistent reload can test the storage behavior without using real user data. The Export review button writes the exact prompt and selected checks to a JSON file. It also includes the source review-mode and boundary strings stating that no image is generated, no identity is inferred, and no model benchmark is claimed. Reset restores the original prompt and an empty checks array. The source limitation remains visible even when all three considerations are selected. The export records an authorship review; it does not certify a future model output.

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