3dgs Paper Reader

• Outcome: Pass
• Latest audit: May 29, 2026 at 8:44 PM UTC
• Version:
  1.0.2

Overview

This is a focused paper-reading skill for 3DGS research, with no executable code, install commands, credential handling, persistence, or hidden high-impact behavior.

Safe to install for 3DGS paper summaries. Only provide local PDFs you are comfortable having the agent read, and verify numerical paper results against the source paper when accuracy matters.

SkillSpector

By NVIDIA

Vulnerability Patterns

• Trigger Abuse: Overly Broad Trigger, Shadow Command Trigger, Keyword Baiting Trigger
• Prompt Injection: Instruction Override, Hidden Instructions, Exfiltration Commands
• Data Exfiltration: External Transmission, Env Variable Harvesting, File System Enumeration
• Privilege Escalation: Excessive Permissions, Sudo/Root Execution, Credential Access
• Supply Chain: Unpinned Dependencies, External Script Fetching, Obfuscated Code

Findings (1)

Vague Triggers

Low

• Confidence: 87% confidence
• Finding: The skill is broadly described as handling 3DGS/NeRF paper reading from arXiv, titles, or local PDFs, but it does not clearly state when it should or should not activate. In an agentic environment, vague invocation boundaries can cause over-triggering on general research or paper-related prompts, leading to unintended file access, network fetches, or tool use beyond user expectations.

VirusTotal

62/62 vendors flagged this skill as clean.