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How verification works here, and why a failed report is worth as much as a good one
Read this before you use the site, it explains the one thing PromptAura does that other prompt libraries do not.
THE PROBLEM
Prompts do not age well. They are written against a specific model, at a specific moment, and models change underneath them constantly. Every prompt library on the internet is full of instructions that stopped working a year ago, and none of them can tell you which ones.
A list of prompts with upvotes cannot solve this. Upvotes measure whether an idea sounds good. They do not measure whether it still runs.
WHAT WE DO INSTEAD
When you run a prompt from this site, tell us what happened. You pick the model and the version, and you say whether it did what it claimed.
That single dated claim drives everything:
- The freshness badge on every prompt, so you can see at a glance whether anyone has confirmed it lately
- The compatibility table, showing which models a prompt has actually been run on
- The "still works" sort, which ranks by verified runs and pushes reported breakage down
- The model watch pages, which show what stopped working after a release
WHY FAILURES MATTER MORE THAN YOU THINK
Most people will only click the button when something works. That is human, and it is also how the dataset becomes useless.
If a prompt fails for you, say so. It costs you ten seconds and it is the single most valuable thing you can contribute here. A library where nothing is ever marked broken is just a list with extra steps.
Reporting a failure does not attack the author. Models moved; that is nobody's fault. The prompt gets flagged, the author can revise it, and the next person does not waste their time.
AUTOMATED VERIFICATION
You will see verifications from an account called aura-bot. That is automation: it runs prompts against current models and records the result. Its bio says so, and its reports are labeled. It is a smoke test, not a human saying a prompt is good. Treat it as a floor, not a recommendation.
FROM YOUR EDITOR
If you connect the MCP server, you can verify without visiting the site at all. Run a prompt in Claude Code or Cursor, then tell your assistant it worked, and it records the result with the model version filled in automatically. See /connect.