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Agent Skill Security: ClawHub's Open Security Pipeline

Agent Skill Security: ClawHub’s Open Security Pipeline

Agent skill files have a reputation for being insecure, and that reputation is earned. When we launched ClawHub alongside OpenClaw, we were immediately targeted by actors who tried to publish skills bundling known malware. We partnered with VirusTotal to flag those skills and ban the publishers automatically. Traditional malware scanning is a relatively solved problem. Identifying agentic risk is not. A skill can claim to summarize your logs while bundling a script that ships them off your machine. A well-meaning skill can point your agent at a CLI that wipes production on the wrong flag....

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Glowing NVIDIA and Google logos on a dark circuit-patterned surface, symbolizing tech collaboration.

Gemma 4 brings NVIDIA-optimized local AI across devices

Google and NVIDIA have introduced the Gemma 4 family of open models, specifically optimized for local execution on NVIDIA hardware. These models represent a transition toward on-device intelligence that leverages real-time context to perform complex actions across various form factors. From professional workstations and RTX-powered PCs to the DGX Spark personal AI supercomputer and compact Jetson Orin Nano modules, this initiative scales advanced reasoning and multimodal capabilities directly to the hardware level. Model Specifications and Performance Benchmarks The Gemma 4 lineup includes...

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