Quirra

Quirra is a lightweight, always-on overlay for AI tools. As you write, it quietly analyzes your prompts and model responses and flags issues like sameness, style fingerprints, and risky intent—then suggests quick edits to make your work clearer and more original.

What you’ll see

Risk & quality signals: duplication %, style %, overall risk score, and “seen count”.
Near matches: recent, similar outputs with timing/context when available.
Actionable suggestions: concrete tweaks to tighten prompts and reduce boilerplate.
Non-blocking UI: a glassy card in the corner; hold Alt to interact.

How it works

1. You type a prompt or receive an AI answer on supported sites.
2. Quirra sends just the relevant text (plus page URL and an anonymous hash of your browser) to your Quirra backend for analysis.
3. The overlay updates with scores, near matches, and editing suggestions—usually in under a second.

Works great with

ChatGPT, Claude, Gemini, and other AI chat UIs—plus any site where you draft content in a text box. Brave and Opera are supported via the Chrome Web Store; Edge via the Edge Add-ons store.