Analyzes any rough prompt and rewrites it using the most effective prompting technique — zero-shot, few-shot, chain-of-thought, or structured output.
- Analyzes prompt intent, complexity, and missing elements
- Recommends the right prompting technique
- Rewrites the prompt with a clear explanation
- Two-stage LLM pipeline — analysis then rewriting
Bad prompts cost companies money in wasted tokens and poor outputs. This tool generates an optimized first draft automatically — saving time and reducing prompt iteration cycles.
pip install groq gradio python-dotenvAdd your Groq API key to a .env file:
Then:
python app.py- Groq API (llama-3.3-70b-versatile)
- Gradio
- Python-dotenv
