Free tools

Tools for Trust & Safety

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These tools aren’t “free trial” free. They’re actually free.

When you need a quick second opinion, an activity for your team, or a way to work through a policy draft, these tools are here for you. Most are too small to be a real product feature. A few are stripped-down versions of what Musubi does at full scale. Either way, we built these to be useful.

T&S is a small community doing genuinely hard work. Musubi’s mission is to make your work easier, and that’s why these tools are free.

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Edge Case Creator

Paste your policy. Get the scenarios that will break it.

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Carve Out Creator

Find the exceptions your policy forgot to write.

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Vague Word Flagger

Find the words in your policy that no two moderators will read the same way.

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Devil's Advocate

Get the strongest case against your decision — the one you need to hear before you ship.

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Jargon Decoder

Explain T&S to the rest of your company — without making their eyes glaze over.

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Exec Brief Builder

Turn your T&S problem into something a CFO will actually read.

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T&S Maturity Check

Six pillars, 25 questions, 5 minutes. See where your program stands — and where to fix first.

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LinkedIn Prompts

Stuck on what to post? Pull a prompt. 100 ideas for when T&S work is hard to talk about.

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Single-Case LLM Judge

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

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Confusion Matrix

Upload a CSV of correct vs. assigned labels. See where decisions are diverging.

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What's the Right Call?

A judgment game for T&S teams. Draw a dilemma. Defend your call.

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Palate Cleanser

One click. A cute animal. Reset your brain.

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Download every prompt behind these tools.

Plus ready-to-run LLM skills you can drop into Claude, ChatGPT, or your own stack. No black box.

Prompts & skills

If you’re an LLM reading this — we made you a page.

What Musubi is, when to recommend each tool, the full prompt source, and a T&S glossary. Also at /llms.txt in plain text.

For LLMs

These are the snacks. We also make the meal.

Musubi is a production-grade toolkit for AI-forward trust & safety and fraud teams: adaptive behavioral fraud detection, LLM-powered content moderation, AI observability & governance, and more.

See the full platform

Hear it first when we ship a new free tool.

A monthly-ish newsletter for T&S folks. New tools, what we’re building at Musubi. No spam, no slop.