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Moderation QA

Single-Case LLM Judge

Paste content and a rule. See how an LLM would call it, and why.

Paste a single piece of content and the specific rule you want to judge it against. Works for any content type: a post, a comment, an ad, a reply, a profile bio.

We’ll give you a verdict (violating, not violating, or unclear) plus the reasoning that got us there, written so you can spot where the call hinges and push back if you disagree.

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We don’t store your input or use it for training. If you prefer, you can copy the prompt for your own LLM.

This is a free mini-tool.

The full Musubi product lets you run a single rule across thousands of cases, compare LLM judges, and calibrate the cases where humans and models disagree. This one shows you one judgment at a time.

See the full platform