PromptAudit Lite

Audit any LLM prompt before you run it. Get a structured breakdown of what is working, what is wasting tokens, what is injection-vulnerable, and a rewritten version that performs better.

Given any prompt — system prompt, user message, chain-of-thought block, or full conversation template — PromptAudit Lite returns:

• Clarity Score (1–10) • Injection Risk Flags — role overrides, jailbreak vectors, boundary leaks • Token Waste Analysis — redundant phrasing, unnecessary padding, bloated instructions • Rewritten Version — tighter, cleaner, same goal

No external APIs. No auth. No storage. Single LLM call.

Built by Resonant Labs — resonantlab.ai