Research Paper Quality Filter

• Outcome: Pass
• Latest audit: May 28, 2026 at 11:23 AM UTC
• Version:
  1.0.0

Overview

This skill is a coherent research-paper filtering helper; its local audit logging is disclosed and aligned with that purpose.

Before installing, know that this skill keeps an append-mode local audit log that may include paper lists, search parameters, scores, and filtering decisions. Use a normal project directory, avoid sensitive research inputs if you do not want them written to disk, and keep the domain value to a simple safe name such as music_generation.

SkillSpector

By NVIDIA

Vulnerability Patterns

• 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
• Excessive Agency: Unrestricted Tool Access, Autonomous Decision Making, Scope Creep

Findings (1)

Missing User Warnings

Low

• Confidence: 88% confidence
• Finding: The skill explicitly states it will automatically create directories and append results to a local log file, but it does not present this as a side effect requiring explicit user awareness or consent. In an agent setting, silent filesystem writes can violate user expectations, leak sensitive research queries or paper lists to disk, and create unintended persistence of data.

VirusTotal

65/65 vendors flagged this skill as clean.