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Free assessment

Is your AI prompt ready for production?

Most prompts look fine in testing — then quietly break when it matters. This 12-point assessment finds the gaps before they cost you hours.

Inconsistent output Hallucinated facts Context drift Edge-case failures This checklist catches all of it

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What the assessment covers

12 questions. One honest score.

Production-ready prompts pass all twelve. Most prompts fail three or more — usually in the same places.

01 — Clarity

Is the instruction unambiguous?

Vague prompts produce random outputs. The assessment checks for instruction clarity, role definition, and output format specification.

02 — Robustness

Does it handle edge cases?

A prompt that works 90% of the time still breaks 10% of the time. The assessment surfaces the failure modes you haven't tested yet.

03 — Reliability

Does it produce the same result twice?

If you can't reproduce the output, you can't trust it in a live workflow. The assessment evaluates consistency and temperature discipline.