Prompt Screener

Detects biased prompts before you send them to AI — and suggests a neutral reframe.

Prompt Screener checks your prompts before you send them to AI and flags patterns that tend to produce one-sided, over-confident, or misleading responses. When a biased prompt is detected, Prompt Screener pauses the send and shows you why, along with a suggested neutral reframe. You can use the reframe or send your original. Your choice, every time. What it detects: Confirmation-seeking — asking AI to validate a conclusion you've already reached Loaded presuppositions — treating an unproven claim as established fact Authority anchoring — using a previous AI answer to validate itself Outcome-leading — asking for evidence in only one direction False dichotomies — artificially limiting the options AI considers Works on: ChatGPT, Claude, Gemini, and Grok Your prompts are never stored. Checks are run via a secure proxy and discarded immediately after analysis.