VibeCK

Real-time thread credibility and sentiment analyzer for X.

VibeCK gives you instant clarity on conversations happening on X. It analyzes replies in real time to show the overall vibe of a thread, the main keyword people are discussing, and whether the sentiment is supportive, opposing, or neutral — all visualized through clean color indicators on a floating card. Built with a strong local engine at its core, VibeCK works reliably even without an internet connection or API key. For deeper insights, it can optionally connect to AI models like Gemini. AI is only used when the local engine is less confident, helping save API quota while still delivering accurate results. Everything runs directly on your device. No browsing data is collected or sent to external servers, and your API keys stay securely stored locally. Designed to scale, VibeCK is built with future support for additional platforms and multiple AI APIs in mind — giving you consistent thread intelligence wherever conversations happen.