Thanks to visit codestin.com
Credit goes to fathom.darkflobi.com

fathom/scope
sycophancy 0.04· deception 0.02· drift 0.11· overconfidence 0.07 scored 2026-04-30 by styxx 7.1.0
SCOPE · BROWSER EXTENSION · CHROME / FIREFOX

Cognitive vital signs
next to every response.

A browser extension that overlays styxx cognometric scores on every reply from chatgpt.com, claude.ai, gemini.google.com, and grok.com. See the sycophancy, the drift, the hallucination — in real time, as the model writes.

01 · how it works

Sits next to the chat. Reads the response. Scores it live.

PRIVATE

All scoring is local

Pyodide runs styxx in your browser. The text never leaves your machine. No telemetry, no API calls.

PASSIVE

No setup per chat

Install once. Scores appear automatically next to every response on supported sites.

OPEN

Source-readable

The extension is MIT-licensed. Read the source, audit the scoring, build your own fork.

02 · what's supported

Frontier chat surfaces.

sitesupportnote
chatgpt.comfull9-instrument fingerprint per response
claude.aifull9-instrument fingerprint per response
gemini.google.comfull9-instrument fingerprint per response
grok.compartial7 of 9 instruments (multi-turn pending)
perplexity.aipartialcitation-aware variants in progress

New surface support shipped per minor version. Submit a request via github issues.

Install in your browser.

Free. MIT-licensed. Cognometric vitals on every AI conversation you have.

chrome store   firefox add-ons