Apps & data pipelines
A Bilibili video comment filter that batches text to evaluate spoiler risks, caching results to remove matching comments before rendering or hide them on the page.
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The default policy scores spoiler severity on five levels. Comment text, video title and description go to the chosen external provider despite local credential storage. Judgments can miss spoilers or hide harmless comments. The author's 29-example evaluation and cost claims were not independently reproduced.
On a Bilibili video, the browser extension batches comments for spoiler judgments and hides those above its severity cutoff. Choose a supported provider in the extension panel and supply your own API key. The key is stored locally, but comment text, video title and description are sent externally.
Expect a short warm-up on a new video and cached decisions afterward. The backup method hides comments already on the page; it does not make judgments more accurate. A model can miss a spoiler or hide an innocent reaction, so this is not a promise of spoiler-free viewing.