Research Paper Orchestrator

• Outcome: Pass
• Latest audit: May 29, 2026 at 8:15 PM UTC
• Version:
  1.0.0

Overview

This is a prompt-only academic writing workflow with no code, install steps, credentials, persistence, or hidden system access, though it could be misused for academic ghostwriting.

Use this only for legitimate research support, outlining, drafting help, or formatting assistance. Do not use it to submit work you did not author, and independently verify all citations, sources, and institutional rules before relying on any output.

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 (2)

Vague Triggers

Medium

• Confidence: 90% confidence
• Finding: The invocation conditions are broad enough to capture ordinary academic-assistance requests while the skill is explicitly designed to generate complete doctorate-level papers. That combination increases the likelihood of facilitating academic cheating or ghostwriting rather than bounded educational support, especially because the workflow culminates in a finished submission-ready document.

Missing User Warnings

Medium

• Confidence: 95% confidence
• Finding: The skill advertises production of a complete doctorate-level research paper without any warning about academic-integrity, authorship, or institutional-policy risks. In context, this omission is significant because the skill is structured to deliver a full 12,000-15,000 word paper in .docx format, making misuse for plagiarism or contract cheating more likely and less frictionful.

VirusTotal

64/64 vendors flagged this skill as clean.