Developer Tool / AI Safety / Security

xtra

Python framework for conversational social engineering detection using a finite state machine. The README says it tracks turn-by-turn signals like flattery density, give/ask ratio, escalation velocity, and scope mismatch, and exposes a simple `Xtra().analyze(turns)` usage example.

Clear24/30
Useful23/30
Specific15/20
Complete13/20
xtra screenshot

Why it was accepted

The page clearly describes an AI-adjacent developer tool with a concrete purpose: detecting conversational social engineering attempts in Python. The README gives a working mental model of how it operates, names the main signals it tracks, and shows a usage snippet, which is enough for a useful public listing.

Weakness

The crawl only shows a short README and one usage example. It does not show installation instructions, API details beyond the basic call, test coverage, releases, or any evaluation data demonstrating how accurate the detector is.

Review status

21 days ago #1046 → 0

Last evaluated 21 days ago. Current rank #1046. Holding steady in the rankings.

Score history

75

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