BitPrompt analyses your raw prompts and rewrites them for better clarity, context, and structure — without sending your data to any external AI. Built with React + FastAPI, it uses token analysis (tiktoken), context scoring, and instruction clarity checks to turn vague prompts into precise ones. No API key needed. No cost per use.

getviktor.com — An AI coworker that actually does the work

An AI coworker that actually does the work

Hey ProductHunt! 👋 I'm Rahil, a solo developer from Mumbai. I built BitPrompt because I kept seeing people (including myself) get mediocre LLM outputs — not because the model was bad, but because the prompt was unclear. Most prompt tools just send your input to another LLM to rewrite it. That felt wasteful and expensive. So I built a different approach: BitPrompt scores and improves prompts programmatically — using token analysis, context injection, and instruction clarity scoring — entirely without an external LLM API. It's fast, free to use, and your prompts never leave the system. Built with: React · FastAPI · Python · tiktoken · Vercel CI/CD 🔗 Live: https://bitprompt.vercel.app 💻 GitHub: https://github.com/rahilubare Would love your feedback — what prompt problems do you face most? 🙏

getviktor.com — An AI coworker that actually does the work

An AI coworker that actually does the work

BitPrompt

Optimise your AI prompts for better LLM outputs — instantly

Optimise your AI prompts for better LLM outputs — instantly