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Mistral Vibe

QA a Vibe-Coded App Before Sharing It

Plan manual QA for an AI-built app for makers in ChatGPT: prioritized tests for empty states, bad input, failed requests and narrow screens.

By Genius ForgesUpdated Oct 10, 2026

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Your prompt

Review a small AI-assisted app before I share it.
App purpose: {{purpose}}
Main user flows: {{flows}}
Stack and repository notes: {{stack}}
Known issues: {{known issues}}
Make a prioritized manual test plan covering empty states, invalid inputs, failed requests, keyboard access, narrow screens and saved-data persistence. For each test, state setup, action, expected result and severity if broken. Separate confirmed defects from untested risks. Do not claim to have inspected code or executed tests unless you actually did. Finish with a short release checklist and the smallest fixes for any confirmed blockers.

4 inputs still blank. Empty inputs stay as placeholders when copied.

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Example result

Illustrative input Flow: save prompt then reload. Failure: current prompt exists in the database but the saved page only reads a static array. Reference output / expected behavior Test list: save/reload, unavailable record, failed fetch, storage denied, same-tab bookmark change. Expected: no lost reference or fake successful load. Check Record actual observed pass/fail; do not claim tests were run from a checklist alone.

Illustrative example; not tested on the listed platform. Example inputs are included in the response.

How to use this prompt

  1. 1Replace the input fields with your own context.
  2. 2Paste the personalized prompt into a compatible assistant.
  3. 3Check the output against your facts and refine one instruction at a time.

Tips & limitations

The example is an editorial illustration, not a claim of platform-specific testing. Results depend on your inputs and model. Review factual claims before publishing or acting. Compatible platforms were selected from provider documentation; the example has not been re-tested on every platform. Features may require the relevant generation mode or account plan. Quality check: Record actual observed pass/fail; do not claim tests were run from a checklist alone.

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Review evidence

Illustrative example · 2026-10-07

Illustrative source inputs and reference outputs, not a recorded model benchmark. The example is an editorial illustration, not a claim of platform-specific testing. Results depend on your inputs and model. Review factual claims before publishing or acting. Compatible platforms were selected from provider documentation; the example has not been re-tested on every platform. Features may require the relevant generation mode or account plan. Quality check: Record actual observed pass/fail; do not claim tests were run from a checklist alone.

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