VQV Signal

SECURITY SOURCE-BACKED GENERAL

coldrazer/lookout: GitHub repo for an agentic AI scam-call guardian for iOS

A GitHub repository named coldrazer/lookout describes an agentic AI scam-call guardian for iOS. According to the listing, the tool listens to calls, scores scam risk on the device itself, warns the wearer, and alerts a caregiver. The repository shows 0 stars and is marked as recently updated. The source snippet gives no further details on performance, supported devices, or release status.

Source: GitHub · github.com Published 2026-11-14T18:23:22+00:00 Detected 2026-11-14T22:18:35+00:00
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A GitHub repository named coldrazer/lookout describes an agentic AI scam-call guardian for iOS. According to the listing, the tool listens to calls, scores scam risk on the device itself, warns the wearer, and alerts a caregiver. The repository shows 0 stars and is marked as recently updated. The source snippet gives no further details on performance, supported devices, or release status.

AI-assisted summary based on the listed source.

🛡️ Agentic AI scam-call guardian for iOS. Listens, scores scam risk on-device, warns the wearer, and alerts a caregiver. Stars: 0. Updated repository signal.

People who receive scam calls, especially those who may need caregiver support, could be the ones who use a tool like this. Developers and privacy-minded users may want to check how the on-device scoring and alerts actually work once the code is reviewed. Watch for test results, a stable release, and any independent evaluation before relying on it.

Security-conscious readers may want to review the source and watch for practical exposure or mitigation details.

Signal Strength 94% Technical label SOURCE-BACKED Public Interest 26 Category SECURITY Reader Depth GENERAL

Signal Strength reflects source quality, relevance, freshness and evidence. Public Interest helps organize discovery; it is not proof of truth.

Public Interest components
Recognizable Entity Score 0 Practical Impact Score 16 Novelty Interest Score 70 Consequence Score 34 Curiosity Score 16 Shareability Score 24

VQV surfaced this signal because it is recent, relevant to AI Safety & Scams, connected to GitHub.