AI Collaboration Skills Assessment for Builders. Measure how well you work with AI in Claude/Copilot class IDE building production grade deliverable and check your AI Pairing, Prompting, Design & Product Thinking AI Steering skills and get a badge Novice -> Developing -> Proficient -> Expert and showcase on LinkedIn and CV's
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Hey Product Hunt π
We built VibeLevel because hiring is broken in the exact place AI has already changed the most β how engineers (and honestly, everyone) actually work.
Candidates today ship with Claude, Copilot, Codex, Perplexity in the loop. But most assessments still lock them in a blank text box with a two-hour timer and a "no external tools" warning. You end up filtering for the wrong skill β memorization over judgment, speed over direction, solo grinding over agent orchestration.
We flipped it. VibeLevel is an AI-first assessment and practice platform where:
π§ Candidates can use AI tools, and our scoring model rewards how they use them β prompt clarity, reviewing agent output, knowing when to push back vs. accept.
π― Works for tech and non-tech roles (PM, ops, marketing, support). The assessment adapts to the actual job, not a LeetCode proxy.
π Built-in proctoring detection, ID verification, and session management β not as policy, but as product.
π Leaderboards and an Assessment Builder so hiring teams can launch a real screen in minutes, not days.
π§ͺ A free practice side for candidates β so the assessment feels like training, not a trap.
We've been dogfooding it on our own hiring for a while now. The signal is dramatically better than what we got from traditional tests, and candidates actually like the experience (which is⦠rare in hiring).
What we'd love from you:
β Founders / hiring leads: try it on a real open role and tell us what breaks.
β Candidates: run a practice assessment and tell us what feels off.
β PMs / builders: we'd love your take on the proctoring + scoring design.
Ask us anything about the product, the scoring model, or why we picked the stack we did. We're in the comments all day π
β Ruthwik & the VibeLevel team