Get started with S.I.M.P. in under a minute

Learn how to paste your first AI prompt into S.I.M.P., choose a feedback mode, run the analysis, and copy your cleaned prompt in five steps.

S.I.M.P. requires no account and no setup. You paste a prompt, pick a mode, and get back a scored analysis and a rewritten prompt you can take straight to any AI model. Here’s how to do it.

1. Open S.I.M.P.

   Go to simpai.netlify.app. No account, login, or installation required — the app runs entirely in your browser.

2. Paste your raw prompt

   Click the input field and paste the prompt you want to analyze. This should be the prompt exactly as you’d send it to an AI model — unpolished, unedited.

3. Choose your mode

   Select Be Nice for constructive, senior-engineer-style feedback, or Roast Me if you want the same analysis delivered with considerably less diplomacy. Both modes produce the same structured output; only the tone differs.

4. Run the analysis

   Click Run S.I.M.P. (or Roast This Prompt in Roast Me mode). S.I.M.P. sends your prompt to the backend, which analyzes it and returns your results.

5. Review your risk score and issues

   Your result includes a hallucination risk score from 1 to 10, a risk label (Low, Moderate, High, or Critical), and a list of specific issues detected in your prompt. Read through the issues to understand what made your original prompt risky.

6. Copy your sanitized prompt and take it to an AI model

   Review the sanitized prompt and the change log explaining what was fixed. When you’re ready, use the one-click handoff to open the sanitized prompt directly in ChatGPT, Claude, or Gemini — or copy it manually.

Example

Original prompt (before S.I.M.P.)

Write me something about climate change for my presentation.

S.I.M.P. result

Field	Value
Risk score	8 / 10
Risk label	High
Issues	No audience specified; no format or length defined; “something” is too vague; no angle or argument provided

Sanitized prompt

Write a 200-word overview of climate change for a general business audience with no scientific background. Focus on economic risks over the next 20 years. Use plain language and avoid jargon. Format as three short paragraphs.

The sanitized version specifies audience, length, focus, tone, and structure — exactly the context a model needs to give you a useful answer instead of a generic one.

Try running the sanitized prompt through S.I.M.P. again using the Run Again button — iterating a few times can dramatically reduce your risk score.

S.I.M.P. cleans prompts — it doesn’t answer them. Always take your sanitized prompt to an AI model.