✂️ Stop wasting tokens. Sharpen the prompt.
Paste a prompt or AI conversation. Get a diagnosis of what's wasting tokens and producing weak answers — plus a rewritten, surgical prompt.
✓ Free forever✓ No signup✓ AI brain + local proof
AI-generated — always review before shipping to production. Your input is sent to the AI service only to generate the answer. The 85 classic utilities on this site run 100% in your browser.
How it works
- Paste your prompt: Drop in the prompt or conversation that is underperforming or costing too many tokens.
- Operate: The instrument diagnoses bloat, ambiguity, and missing constraints in your prompt.
- Get the sharpened version: You receive a tighter, clearer rewrite engineered to get better answers with fewer tokens.
Good to know
- Token savings depend on the model and the task — measure before-and-after on your real workload rather than trusting estimates.
- Remove confidential instructions or data from prompts before submitting them.