firehose-judge

What it does

Classifies sampled Bluesky posts with eight Jev questions and sends uncertain judgments to a human-review lane.

How you can use it

First, write out the questions you want answered about live public posts. For instance, you might check if a post is angry, sarcastic, or family-friendly. Collect real sample messages so your developer can see the kind of text your project will handle.

Your developer can borrow this project's approach to watch incoming Bluesky updates. The system sends sampled messages to Jev to answer all your questions at once. Because automated tools can make mistakes, never treat these quick checks as proof that text is completely safe.