Virtual Reading Group

• Outcome: Pass
• Latest audit: May 27, 2026 at 10:53 PM UTC
• Version:
  1.1.0

Overview

The skill is a disclosed academic reading-group workflow that reads user-selected papers and writes markdown notes, with no evidence of hidden or harmful behavior.

Install only if you want a multi-agent reading-group workflow rather than a simple paper summary. Use a fresh output folder for each run, avoid placing unrelated private files in that folder, and review intermediate notes/citations before relying on the final synthesis.

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

Medium

• Confidence: 88% confidence
• Finding: The description says the skill triggers on requests to "analyze academic literature" or "synthesize research across multiple sources," which are broad phrases that can overlap with many ordinary research-assistance requests. The file does not provide narrowing conditions or negative examples to clarify when the virtual reading group should be invoked instead of a simpler literature-analysis skill.

VirusTotal

64/64 vendors flagged this skill as clean.