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Tools

Small, deterministic tools that run entirely in your browser. Paste text or pick a sound; nothing leaves the page. Each tool shows its working — the count, the source, the heuristic — so you can see exactly what it did and exactly what it didn't.

An LLM can tell you a story is right for a four-year-old. It rarely tells you why, and almost never shows the math. These tools do the math. Use them next to your LLM, not instead of it — the contrast is the point.

SLP/IO Assistant

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AI assistant for clinical workflow support. Never enter student names, DOBs, or identifiable information.
Hi! I'm the SLP/IO assistant, an opinionated AI grounded in clinical practice. I can help with goal wording, note structure, ethical reflection, and navigating LLMs responsibly. What are you working on?