VibeOnly
VibeOnly is an AI skills assessment platform that helps companies evaluate and hire candidates based on their AI proficiency through practical coding challenges and real-time evaluation.
https://www.vibeonly.ai/?ref=producthunt
Product Information
Updated:Oct 21, 2025
What is VibeOnly
VibeOnly is a cutting-edge talent assessment platform currently in closed beta that focuses on screening candidates' AI capabilities, which has become the new baseline for top talent in today's workforce. The platform provides a comprehensive evaluation system that tests candidates' ability to use AI effectively in coding and problem-solving scenarios, offering a modern approach to technical hiring that aligns with the increasing importance of AI literacy in professional settings.
Key Features of VibeOnly
VibeOnly is an AI skills assessment platform designed to evaluate candidates' proficiency in using AI tools and technologies. It offers practical coding challenges and provides comprehensive scoring across multiple dimensions including initial prompt quality, visual design similarity, prompt iteration effectiveness, and completion speed. The platform aims to help companies identify and hire AI-native talent through real-world skill assessments.
AI Fluency Scoring: Comprehensive evaluation system that measures candidates' AI skills through multiple metrics including prompt quality, visual accuracy, iteration ability, and speed
Real-Time Assessment Engine: Intelligent system that adapts to candidate skill levels as they complete practical coding challenges
Practical Coding Challenges: Various difficulty levels of real-world coding tasks from simple counters to more complex applications that test AI utilization skills
Quick Setup and Deployment: Simple link-sharing system that allows immediate candidate assessment without complex onboarding
Use Cases of VibeOnly
Technical Recruitment: Help companies evaluate potential hires' ability to leverage AI in software development roles
AI Skills Verification: Verify candidates' claims about AI proficiency through practical, measurable assessments
Team Capability Assessment: Evaluate existing team members' AI skills to identify training needs and opportunities for growth
Pros
Quick and efficient assessment process
Objective evaluation metrics
Real-world practical testing scenarios
Cons
Currently in closed beta with limited access
Speed scoring might not be the best indicator of AI proficiency
How to Use VibeOnly
1. Access the Platform: Visit vibeonly.ai and join the waitlist since the platform is currently in closed beta
2. Try the Assessment: Once granted access, start with the playground to test your vibe coding skills through various difficulty levels of exercises
3. Choose a Project: Select from available projects like Counter (Easy), Contact Form (Medium), or Todo List (Medium) to demonstrate your AI coding abilities
4. Write Initial Prompt: Provide natural language instructions to the AI describing what you want to build. Your initial prompt quality will be scored
5. Iterate and Refine: Based on AI's output, refine your prompts to improve the results. The system scores your prompt iteration effectiveness
6. Complete the Project: Work to match the target design while being evaluated on visual similarity (Quality Score) and completion time (Speed Score)
7. Review Performance: Get feedback on your AI usage through multiple metrics: First Prompt Score (71%), Quality Score (92%), Prompt Iteration Score (81%), and Speed Score (32%)
VibeOnly FAQs
VibeOnly is an AI skills assessment platform that helps companies screen and hire candidates with strong AI capabilities. It's currently in closed beta.
VibeOnly Video
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